Nikipedia - User contributions [en]

STƏYWƏTE:N̓ pronunciation

2026-06-14T02:31:04Z

Nik: Fix: remove non-existent {{IPA}} template wrappers; use bare Unicode IPA characters

__NOTOC__
[[File:Stəywəte-n̓.png|200px|thumb|right|the power of the West Wind, brings storms, cleansing, and new beginnings...]]

<div style="border-left:4px solid #36c; background:#f6f9ff; padding:0.6em 0.9em; margin:0.5em 0;">
'''The short answer (confirmed August 2025):''' '''stəywəte:n̓''' is pronounced '''"sty-wa-tan"''' (IPA: <span style="font-family:'Charis SIL','Doulos SIL','Gentium Plus','Lucida Sans Unicode',sans-serif;">[stəjwəˈteːnˀ]</span>) and means '''"the strength of the west wind"''' — symbolizing storms, cleansing, and new beginnings. The name was gifted to Point Grey Secondary School by the Musqueam community in a naming ceremony on '''May 20, 1998'''. See [[#Update: August 2025|the official explanation]] below.
</div>

My son started going to [https://www.vsb.bc.ca/schools/point-grey Point Grey stəywəte:n̓ Secondary School], but I didn't know how to pronounce it so I [https://x.com/edmiidz/status/1489315114452873218 asked the school on Twitter] but never got a response.

Then I decided to ask on [[Quora]], which did help me find an approximate pronunciation of it as well as some information about which Canadian First Nation's word it is:
* [https://www.quora.com/unanswered/How-do-you-pronounce-Point-Grey-st%C9%99yw%C9%99te-n%CC%93-Secondary-School How do you pronounce Point Grey stəywəte:n̓ Secondary School?]
* [https://jp.quora.com/ポイントグレイ高校-Point-Grey-stəywəte-n̓-Secondary-School-の英語の発音はなポイントグレイ高校「Point Grey stəywəte:n̓ Secondary School」の英語の発音はなんですか？]

It seems that the Musqueam language ([https://youtu.be/1wj0_tGAOVE?t=28 Hul'q'umi'num'] aka hən̓q̓əmin̓əm̓) uses [https://en.wikipedia.org/wiki/Americanist_phonetic_notation NAPA], which is closely related with [https://en.wikipedia.org/wiki/International_Phonetic_Alphabet IPA].

Still, I feel like the placement of that word in the title without an explanation of it causes confusion. I think it was probably done in the spirit of respect, however by putting it there without providing more information, I think it creates more confusion and therefore doesn't bring about the desired outcome. I hope the school will reevaluate how it brands itself, and provides more details on what it is doing to be respectful to indigenous cultures than just creating confusion and mystique around them.

On a related note, I had difficulty hunting for my tweet with [https://x.com/search?q=st%C9%99yw%C9%99te%3An%CC%93 x.com/search?q=stəywəte:n̓] — dropping the final character ([https://x.com/search?q=st%C9%99yw%C9%99te%3A x.com/search?q=stəywəte:]) does a little better. I believe it is the colon in the tweets which throws the search index off. Perhaps they might use the IPA long-vowel character ː to write stəywəteːn̓, so search indexes would realize it's human language and not punctuation.

== IPA transcription ==
The name is written in [https://en.wikipedia.org/wiki/Americanist_phonetic_notation NAPA] (Americanist notation), which differs from the [https://en.wikipedia.org/wiki/International_Phonetic_Alphabet IPA] mostly in a handful of symbols. Converted to IPA, a reasonable transcription is:

: '''stəywəte:n̓''' → '''[stəjwəˈteːnˀ]'''

Symbol by symbol:
{| class="wikitable"
! Letter (NAPA) !! IPA !! Notes
|-
| s || [s] || as in English ''sit''
|-
| t || [t] || as in English ''top''
|-
| ə || [ə] || schwa — the "uh" in ''sofa'', unstressed
|-
| y || [j] || In Americanist notation ⟨y⟩ is the glide, like English ''y'' in ''yes'' (not a vowel).
|-
| w || [w] || as in English ''we''
|-
| ə || [ə] || schwa again
|-
| t || [t] || as in English ''top''
|-
| e: || [eː] || The colon is a '''length mark''': a long ''e''. In IPA this is written with the triangular-colon [ː], i.e. [eː] — like a drawn-out ''ay'' rather than the punctuation it looks like.
|-
| n̓ || [nˀ] || A '''glottalized''' (ejective-like) ''n''; the little mark over the letter signals the glottal constriction.
|}

A few caveats:
* This is '''my approximation''', not an authoritative Musqueam transcription. NAPA and IPA agree closely on these vowels and on /s t w/, but the exact quality of ⟨e:⟩ and the realization of the glottalized [nˀ] are best confirmed by a fluent speaker.
* The official anglophone-friendly spelling '''"sty-wa-tan"''' rounds the long [eː] toward an English [æ]/[ə] ("-tan") and puts the stress on the final syllable. That simplification is for English speakers; it is not the precise hən̓q̓əmin̓əm̓ value.
* The ⟨:⟩ in the written form is the source of a lot of confusion (it reads as punctuation to search engines and to English speakers); writing it with the IPA length mark — '''stəywəteːn̓''' — makes the intent clearer.

== Video ==
I've recorded a video where I go into more detail:
{{#evu:https://www.youtube.com/watch?v=QNxyhasajbM
|alignment=center
}}

<div class="mw-collapsible mw-collapsed" style="border:1px solid #ccc; padding:0.5em;">
'''Video transcript''' (auto-generated captions, lightly cleaned)
<div class="mw-collapsible-content">

my best approximation at the pronunciation of this word would be stəywəte:n̓

my son started to go to Point Grey secondary school and it has a Musqueam name or word in the third part of the name this pronunciation I still haven't really totally ascertained and um so I I asked the school uh over Twitter and I never got a response um and so then I decided to ask uh in Quora and I also didn't get a response there so then now my Quora profile is set up to uh that always prompts me uh to translate my question if I want to because I'm also a member of Japanese Quora and so I asked in Japanese as well and actually I got a pretty thought out response from a English Professor there and um you know she kind of even here kind of gives a rough you know um sort of anglicized um pronunciation guide to maybe stowaten / stowatin as a possible pronunciation for it and then she also provides a link to this excellent website on Musqueam pronunciations and um so basically um if we just kind of look at the name again on the website so they write it in uppercase in the title but then in the HTML title it's kind of written in lower case up here you can see and so um I'm assuming that they the case letters the presentation doesn't change whether it's uppercase or lowercase um so uh sort of what I came to understand from uh the uh a little bit of research is that the writing system used to display the Musqueam language is based off of a pronunciation guide called NAPA which is similar very similar to IPA and um

so um I think that the the part that probably would confuse English speakers the most are the vowels so with that said I figured I'd just go into the consonants first I I and literally assume that s and t uh R and W are the same as they are in English now I didn't quite sure wasn't quite sure what this little Mark over the end was so when we go kind of into um the uh the guide here on the consonants um using NAPA um I mean I I actually don't see uh there there's another in here with a slightly different symbol that says it's a nasal n and I can kind of imagine that like French has the the nasal n sounds um but then actually on this other pronunciation guide there's a few examples with that exact symbol here actually no it's not apparent if it is the exact symbol or not um so even Chrome it doesn't so differentiate between n with the accent and without the accent but it kind of looks like the same one so here this word for child if we listen to it mána um and yeah I mean I don't even really hear the nasal just kind of sounds like standard end to me and then in the word for humpback hóne Okay so yeah um just sounds like a standard end to me

so then the next um ones are the vowels and so well what is upside down e well I'm very familiar with upside down it's probably the most common sound in English actually it's it's um uh it's just like an uh sound and basically um I mean here um uh so if we kind of just look at some of these um vowels this my understanding of the difference between IPA and NAPA is more around the consonants than the vowels I think that these vowels are pretty much well the same as they are in IPA So based on that assumption I'm going to say that I think that this is ah and this is ah and this is e two variations I'm probably not getting it exactly right this is like e like Mitten and this is e um and then uh you know over here in the back of the mouth we have like uh and then maybe uh and then oh and then ah ah so this is kind of like a Canadian pronunciation for like God uh uh and this is like the American pronunciation of God God anything like that and um but then right in the middle of this in English um well particularly Canadian English like whatever syllable doesn't take the stress it's about sound kind of just becomes very de-stressed and very kind of soft and then that's where you kind of get this this upside down e sound a a sound like butter well butter but the the uh sound and butter might be this here uh but uh another example would be um like even the e in between it's it's so in fact it's almost like a little placeholder between the B and the T between between it's a very you can barely even hear really a vowel sound in that word and so that kind of in between uh I would I would equate with this upside down e here um but uh like even our our um English professor in Japan you know she kind of gives it an uh like I'm assuming this is an uh sound here um and so yeah that's how I um assume uh this to be is a sta STA

and then the why to be well actually that's a good question I don't I was making an assumption that it was like an e uh but maybe it's not an e let's take a look and see if we can find some examples of of uh the Y used um well it sounds like an e hi to me so it does sound like it is being used as an e sound there how about us when it starts the is it like a yellow yeah very much like yellow it says it says it right here so yeah yeah it is like a consonant the making of a consonant of the e sound or like the yeah sound in in in English like yellow um are there any are there any more oh here so yeah there's um so okay so anyway yeah it I think we can just assume that that um you know it would be almost like stay except for Stay Stay Stay Stay um and then

and then again here in the second uh part of it uh what what and then uh the E is probably an F sound let's confirm that here um and for the Musqueam word for a clock work what actually that's almost a wedge I can't I'm not going to focus a lot on that but I'm just going to say that this definitely was like you know Weck or a wet type of a a vowel sound so it's it's a it's an e sound

and um then the question about the the colon well um I think what it's really related to is in IPA there's this symbol here um uh which is basically used for um uh making an extra long sound so um 10 because we become teːn and this is I think hard for North Americans because we don't really elongate uh vowels like that except for the E and u sounds um so say for instance in the word um you know save we have a diphthong a well it's like the literally the first letter in our alphabet whereas if you hear a Scottish person say save they'll say it like save and so they just take the e sound and then they elongate it and so I'm assuming that that's what um this pronunciation is it's a 10 sound

and so uh my best approximation at the pronunciation of this word would be uh staiwaten stay-wa-ten stay-wa-ten where you have kind of um your diphthong which is very similar to stay here but like more like a study what and this is kind of a short sound what what what and then and so stay-wa-ten stay-wa-ten. that's that's my best pronunciation that's my best approximation um of what the pronunciation might be and I don't know if if I'm right or not but um what I I don't like is uh the the mystery around it um I don't think that it uh helps our kids understand its meaning or significance in any way

it reminds me of this YouTube video I watched recently uh this discussing the Science Education and talking about the wrong way of teaching science and the wrong way of teaching science is introducing the terminology first so for instance saying okay there's this concept called friction and then and then and then going to the explanation of what friction is because what that does to the the child's brain is it kind of make creates this compartment where you know this where there's this meaningless word where they you know it's almost have to apply like you know magical or mystical thinking around what could it possibly be type of thing before that they can get to the actual learning uh of what that con what that means and that the um the correct way to teach science is to say um you know why is it that when you kind of take one piece of wood and then you know or like if you took a wooden block and then you pushed it along a desk why would it stop well the reason why is because you know each piece of wood has like little little bumps in it and when those when the little bumps on the wooden block bump it bump into the little bumps on the on the table the um they slow the block down uh creating heat as they do and they event and eventually causes the block to stop that's why people used to be able to create Fire by say rubbing two pieces of wood together because they would get those little bumps to keep bumping into each other create more and more heat eventually they'd create enough heat that it would start to smoke and smolder and eventually catch on fire and that process obviously those little bumps bumping into each other and creating heat there's actually a word for it and that word is called friction and where you ex by explaining the concept first the child already imagines that they probably could quickly think of you know brakes on their bicycle and other ways in which they are familiar already familiar with the concept of friction and so they're primed to to be uh instructed about the word for um uh friction

and I think that um in the same way if you're going to introduce a new word into the Lexicon of British Columbians you need to First educate them on what the concept what is uh stəywəte:n̓ was it I mean is it a type of animal that you know frequented this area or is it something related with weather or is it something related with health or personal relations what is it that um

I mean I I lived in Japan for 12 years and I'm familiar with the fact that there are many concepts for which there are words in Japanese that there aren't in English and so if that's one of these cases that it can be explained and understood accordingly it's very possible that there's a concept here that will enrich the lives of people when they come to understand it and then and then when they say yes and there's a convenient word for it it is then it'll be like bam great forward I know exactly what this word is used for and when to use it and my life is better and more enriched because of it

and I feel like uh yeah the school needs to step it up and reverse the way that they introduce elements of Musqueam culture and language into our society if they really want to do our kids a service here

</div>
</div>

== Update: August 2025 ==
After three years of uncertainty, the school finally provided an official explanation in its '''Community Newsletter (dated August 22, 2025)''', which was emailed to families. The newsletter states that:

* The name is pronounced '''"sty-wa-tan"''' (a simplified pronunciation to help anglophone students).
* It means '''"the strength of the west wind,"''' symbolizing storms, cleansing, and new beginnings.
* The name was '''gifted by the Musqueam community''' in a naming ceremony held on '''May 20, 1998'''.

''Common misspellings: staywaten, stywaten''

== See Also ==
* [https://en.wikipedia.org/wiki/Point_Grey_Secondary_School Point Grey Secondary School (Wikipedia)]
* [[šxʷməθkʷəy̓əmasəm Street]]
* [[Introducing Concepts Before Words (Friction Example)]]

[[Category:2022 Articles]]
[[Category:Linguistics]]
[[Category:YouTube Videos]]

STƏYWƏTE:N̓ pronunciation

2026-06-14T02:29:30Z

Nik: Add IPA transcription section with grapheme-by-grapheme breakdown

__NOTOC__
[[File:Stəywəte-n̓.png|200px|thumb|right|the power of the West Wind, brings storms, cleansing, and new beginnings...]]

<div style="border-left:4px solid #36c; background:#f6f9ff; padding:0.6em 0.9em; margin:0.5em 0;">
'''The short answer (confirmed August 2025):''' '''stəywəte:n̓''' is pronounced '''"sty-wa-tan"''' ({{IPA|[stəjwəˈteːnˀ]}}) and means '''"the strength of the west wind"''' — symbolizing storms, cleansing, and new beginnings. The name was gifted to Point Grey Secondary School by the Musqueam community in a naming ceremony on '''May 20, 1998'''. See [[#Update: August 2025|the official explanation]] below.
</div>

My son started going to [https://www.vsb.bc.ca/schools/point-grey Point Grey stəywəte:n̓ Secondary School], but I didn't know how to pronounce it so I [https://x.com/edmiidz/status/1489315114452873218 asked the school on Twitter] but never got a response.

Then I decided to ask on [[Quora]], which did help me find an approximate pronunciation of it as well as some information about which Canadian First Nation's word it is:
* [https://www.quora.com/unanswered/How-do-you-pronounce-Point-Grey-st%C9%99yw%C9%99te-n%CC%93-Secondary-School How do you pronounce Point Grey stəywəte:n̓ Secondary School?]
* [https://jp.quora.com/ポイントグレイ高校-Point-Grey-stəywəte-n̓-Secondary-School-の英語の発音はなポイントグレイ高校「Point Grey stəywəte:n̓ Secondary School」の英語の発音はなんですか？]

It seems that the Musqueam language ([https://youtu.be/1wj0_tGAOVE?t=28 Hul'q'umi'num'] aka hən̓q̓əmin̓əm̓) uses [https://en.wikipedia.org/wiki/Americanist_phonetic_notation NAPA], which is closely related with [https://en.wikipedia.org/wiki/International_Phonetic_Alphabet IPA].

Still, I feel like the placement of that word in the title without an explanation of it causes confusion. I think it was probably done in the spirit of respect, however by putting it there without providing more information, I think it creates more confusion and therefore doesn't bring about the desired outcome. I hope the school will reevaluate how it brands itself, and provides more details on what it is doing to be respectful to indigenous cultures than just creating confusion and mystique around them.

On a related note, I had difficulty hunting for my tweet with [https://x.com/search?q=st%C9%99yw%C9%99te%3An%CC%93 x.com/search?q=stəywəte:n̓] — dropping the final character ([https://x.com/search?q=st%C9%99yw%C9%99te%3A x.com/search?q=stəywəte:]) does a little better. I believe it is the colon in the tweets which throws the search index off. Perhaps they might use the IPA long-vowel character ː to write stəywəteːn̓, so search indexes would realize it's human language and not punctuation.

== IPA transcription ==
The name is written in [https://en.wikipedia.org/wiki/Americanist_phonetic_notation NAPA] (Americanist notation), which differs from the [https://en.wikipedia.org/wiki/International_Phonetic_Alphabet IPA] mostly in a handful of symbols. Converted to IPA, a reasonable transcription is:

: '''stəywəte:n̓''' → {{IPA|[stəjwəˈteːnˀ]}}

Symbol by symbol:
{| class="wikitable"
! Letter (NAPA) !! IPA !! Notes
|-
| s || {{IPA|[s]}} || as in English ''sit''
|-
| t || {{IPA|[t]}} || as in English ''top''
|-
| ə || {{IPA|[ə]}} || schwa — the "uh" in ''sofa'', unstressed
|-
| y || {{IPA|[j]}} || In Americanist notation ⟨y⟩ is the glide, like English ''y'' in ''yes'' (not a vowel).
|-
| w || {{IPA|[w]}} || as in English ''we''
|-
| ə || {{IPA|[ə]}} || schwa again
|-
| t || {{IPA|[t]}} || as in English ''top''
|-
| e: || {{IPA|[eː]}} || The colon is a '''length mark''': a long ''e''. In IPA this is written with the triangular-colon {{IPA|[ː]}}, i.e. {{IPA|[eː]}} — like a drawn-out ''ay'' rather than the punctuation it looks like.
|-
| n̓ || {{IPA|[nˀ]}} || A '''glottalized''' (ejective-like) ''n''; the little mark over the letter signals the glottal constriction.
|}

A few caveats:
* This is '''my approximation''', not an authoritative Musqueam transcription. NAPA and IPA agree closely on these vowels and on {{IPA|/s t w/}}, but the exact quality of ⟨e:⟩ and the realization of the glottalized {{IPA|[nˀ]}} are best confirmed by a fluent speaker.
* The official anglophone-friendly spelling '''"sty-wa-tan"''' rounds the long {{IPA|[eː]}} toward an English {{IPA|[æ]}}/{{IPA|[ə]}} ("-tan") and puts the stress on the final syllable. That simplification is for English speakers; it is not the precise hən̓q̓əmin̓əm̓ value.
* The ⟨:⟩ in the written form is the source of a lot of confusion (it reads as punctuation to search engines and to English speakers); writing it with the IPA length mark — '''stəywəteːn̓''' — makes the intent clearer.

== Video ==
I've recorded a video where I go into more detail:
{{#evu:https://www.youtube.com/watch?v=QNxyhasajbM
|alignment=center
}}

<div class="mw-collapsible mw-collapsed" style="border:1px solid #ccc; padding:0.5em;">
'''Video transcript''' (auto-generated captions, lightly cleaned)
<div class="mw-collapsible-content">

my best approximation at the pronunciation of this word would be stəywəte:n̓

my son started to go to Point Grey secondary school and it has a Musqueam name or word in the third part of the name this pronunciation I still haven't really totally ascertained and um so I I asked the school uh over Twitter and I never got a response um and so then I decided to ask uh in Quora and I also didn't get a response there so then now my Quora profile is set up to uh that always prompts me uh to translate my question if I want to because I'm also a member of Japanese Quora and so I asked in Japanese as well and actually I got a pretty thought out response from a English Professor there and um you know she kind of even here kind of gives a rough you know um sort of anglicized um pronunciation guide to maybe stowaten / stowatin as a possible pronunciation for it and then she also provides a link to this excellent website on Musqueam pronunciations and um so basically um if we just kind of look at the name again on the website so they write it in uppercase in the title but then in the HTML title it's kind of written in lower case up here you can see and so um I'm assuming that they the case letters the presentation doesn't change whether it's uppercase or lowercase um so uh sort of what I came to understand from uh the uh a little bit of research is that the writing system used to display the Musqueam language is based off of a pronunciation guide called NAPA which is similar very similar to IPA and um

so um I think that the the part that probably would confuse English speakers the most are the vowels so with that said I figured I'd just go into the consonants first I I and literally assume that s and t uh R and W are the same as they are in English now I didn't quite sure wasn't quite sure what this little Mark over the end was so when we go kind of into um the uh the guide here on the consonants um using NAPA um I mean I I actually don't see uh there there's another in here with a slightly different symbol that says it's a nasal n and I can kind of imagine that like French has the the nasal n sounds um but then actually on this other pronunciation guide there's a few examples with that exact symbol here actually no it's not apparent if it is the exact symbol or not um so even Chrome it doesn't so differentiate between n with the accent and without the accent but it kind of looks like the same one so here this word for child if we listen to it mána um and yeah I mean I don't even really hear the nasal just kind of sounds like standard end to me and then in the word for humpback hóne Okay so yeah um just sounds like a standard end to me

so then the next um ones are the vowels and so well what is upside down e well I'm very familiar with upside down it's probably the most common sound in English actually it's it's um uh it's just like an uh sound and basically um I mean here um uh so if we kind of just look at some of these um vowels this my understanding of the difference between IPA and NAPA is more around the consonants than the vowels I think that these vowels are pretty much well the same as they are in IPA So based on that assumption I'm going to say that I think that this is ah and this is ah and this is e two variations I'm probably not getting it exactly right this is like e like Mitten and this is e um and then uh you know over here in the back of the mouth we have like uh and then maybe uh and then oh and then ah ah so this is kind of like a Canadian pronunciation for like God uh uh and this is like the American pronunciation of God God anything like that and um but then right in the middle of this in English um well particularly Canadian English like whatever syllable doesn't take the stress it's about sound kind of just becomes very de-stressed and very kind of soft and then that's where you kind of get this this upside down e sound a a sound like butter well butter but the the uh sound and butter might be this here uh but uh another example would be um like even the e in between it's it's so in fact it's almost like a little placeholder between the B and the T between between it's a very you can barely even hear really a vowel sound in that word and so that kind of in between uh I would I would equate with this upside down e here um but uh like even our our um English professor in Japan you know she kind of gives it an uh like I'm assuming this is an uh sound here um and so yeah that's how I um assume uh this to be is a sta STA

and then the why to be well actually that's a good question I don't I was making an assumption that it was like an e uh but maybe it's not an e let's take a look and see if we can find some examples of of uh the Y used um well it sounds like an e hi to me so it does sound like it is being used as an e sound there how about us when it starts the is it like a yellow yeah very much like yellow it says it says it right here so yeah yeah it is like a consonant the making of a consonant of the e sound or like the yeah sound in in in English like yellow um are there any are there any more oh here so yeah there's um so okay so anyway yeah it I think we can just assume that that um you know it would be almost like stay except for Stay Stay Stay Stay um and then

and then again here in the second uh part of it uh what what and then uh the E is probably an F sound let's confirm that here um and for the Musqueam word for a clock work what actually that's almost a wedge I can't I'm not going to focus a lot on that but I'm just going to say that this definitely was like you know Weck or a wet type of a a vowel sound so it's it's a it's an e sound

and um then the question about the the colon well um I think what it's really related to is in IPA there's this symbol here um uh which is basically used for um uh making an extra long sound so um 10 because we become teːn and this is I think hard for North Americans because we don't really elongate uh vowels like that except for the E and u sounds um so say for instance in the word um you know save we have a diphthong a well it's like the literally the first letter in our alphabet whereas if you hear a Scottish person say save they'll say it like save and so they just take the e sound and then they elongate it and so I'm assuming that that's what um this pronunciation is it's a 10 sound

and so uh my best approximation at the pronunciation of this word would be uh staiwaten stay-wa-ten stay-wa-ten where you have kind of um your diphthong which is very similar to stay here but like more like a study what and this is kind of a short sound what what what and then and so stay-wa-ten stay-wa-ten. that's that's my best pronunciation that's my best approximation um of what the pronunciation might be and I don't know if if I'm right or not but um what I I don't like is uh the the mystery around it um I don't think that it uh helps our kids understand its meaning or significance in any way

it reminds me of this YouTube video I watched recently uh this discussing the Science Education and talking about the wrong way of teaching science and the wrong way of teaching science is introducing the terminology first so for instance saying okay there's this concept called friction and then and then and then going to the explanation of what friction is because what that does to the the child's brain is it kind of make creates this compartment where you know this where there's this meaningless word where they you know it's almost have to apply like you know magical or mystical thinking around what could it possibly be type of thing before that they can get to the actual learning uh of what that con what that means and that the um the correct way to teach science is to say um you know why is it that when you kind of take one piece of wood and then you know or like if you took a wooden block and then you pushed it along a desk why would it stop well the reason why is because you know each piece of wood has like little little bumps in it and when those when the little bumps on the wooden block bump it bump into the little bumps on the on the table the um they slow the block down uh creating heat as they do and they event and eventually causes the block to stop that's why people used to be able to create Fire by say rubbing two pieces of wood together because they would get those little bumps to keep bumping into each other create more and more heat eventually they'd create enough heat that it would start to smoke and smolder and eventually catch on fire and that process obviously those little bumps bumping into each other and creating heat there's actually a word for it and that word is called friction and where you ex by explaining the concept first the child already imagines that they probably could quickly think of you know brakes on their bicycle and other ways in which they are familiar already familiar with the concept of friction and so they're primed to to be uh instructed about the word for um uh friction

and I think that um in the same way if you're going to introduce a new word into the Lexicon of British Columbians you need to First educate them on what the concept what is uh stəywəte:n̓ was it I mean is it a type of animal that you know frequented this area or is it something related with weather or is it something related with health or personal relations what is it that um

I mean I I lived in Japan for 12 years and I'm familiar with the fact that there are many concepts for which there are words in Japanese that there aren't in English and so if that's one of these cases that it can be explained and understood accordingly it's very possible that there's a concept here that will enrich the lives of people when they come to understand it and then and then when they say yes and there's a convenient word for it it is then it'll be like bam great forward I know exactly what this word is used for and when to use it and my life is better and more enriched because of it

and I feel like uh yeah the school needs to step it up and reverse the way that they introduce elements of Musqueam culture and language into our society if they really want to do our kids a service here

</div>
</div>

== Update: August 2025 ==
After three years of uncertainty, the school finally provided an official explanation in its '''Community Newsletter (dated August 22, 2025)''', which was emailed to families. The newsletter states that:

* The name is pronounced '''"sty-wa-tan"''' (a simplified pronunciation to help anglophone students).
* It means '''"the strength of the west wind,"''' symbolizing storms, cleansing, and new beginnings.
* The name was '''gifted by the Musqueam community''' in a naming ceremony held on '''May 20, 1998'''.

''Common misspellings: staywaten, stywaten''

== See Also ==
* [https://en.wikipedia.org/wiki/Point_Grey_Secondary_School Point Grey Secondary School (Wikipedia)]
* [[šxʷməθkʷəy̓əmasəm Street]]
* [[Introducing Concepts Before Words (Friction Example)]]

[[Category:2022 Articles]]
[[Category:Linguistics]]
[[Category:YouTube Videos]]

Introducing Concepts Before Words (Friction Example)

2026-06-14T02:24:48Z

Nik: Remove dead Special:Contact link

__NOTOC__

I read this — I think it was a blog post — about the correct way to introduce topics to children. The idea: introduce the ''concept'' first, then the ''word'' for it.

The example used was '''friction'''.

You tell the child: when you rub a piece of wood against another piece of wood and then let go, the top piece stops. Why doesn't it just keep sliding forever? Because there are tiny little bumps on the wood on top and tiny little bumps on the wood on the bottom, and they bump into each other. If you keep rubbing, those bumps even create heat. This is the same thing that happens when brakes stop a car.

''Now'' — after the child understands what's going on — you tell them: there's a word for this, and the word is '''friction'''.

The general principle: introduce the concept, ''then'' introduce the word. Not the other way around.

For the life of me, I cannot find this blog post anywhere.

== The likely original idea: Richard Feynman ==

I never tracked down the exact blog post, but the idea behind it almost certainly traces back to the physicist '''[https://en.wikipedia.org/wiki/Richard_Feynman Richard Feynman]''', who told two stories that, taken together, are basically the post I remember.

=== "The difference between knowing the name of something and knowing something" ===

In his memoir ''What Do You Care What Other People Think?'', Feynman recounts how his father taught him about a bird. When another kid challenged him for not knowing it was a "brown-throated thrush," Feynman explained that his father had already told him the bird's name in several languages — and that this was precisely the point:

<blockquote>
"You can know the name of that bird in all the languages of the world, but when you're finished, you'll know absolutely nothing whatever about the bird. You'll only know about humans in different places, and what they call the bird. So let's look at the bird and see what it's doing — that's what counts. I learned very early the difference between knowing the name of something and knowing something."
<br />— Richard P. Feynman, ''What Do You Care What Other People Think?'' (1988)
</blockquote>

The name is a label humans agreed on; it carries no information about the thing itself. Learn the thing first; the label is just a handle you attach afterward.

=== Friction, the asperity model ===

The friction example fits the same physicist's worldview. In ''[https://www.feynmanlectures.caltech.edu/I_12.html The Feynman Lectures on Physics]'' (Vol. I, Ch. 12), friction between sliding solids is explained microscopically: even surfaces that look smooth are covered in tiny irregularities (in materials science these are called '''[https://en.wikipedia.org/wiki/Asperity_(materials_science) asperities]'''). As the surfaces slide, these little peaks catch, deform, and break against each other, draining energy from the motion and turning it into heat.

That is exactly the "tiny bumps bumping into each other and making heat" story — told ''before'' the word "friction" is ever introduced. The car-brake comparison is the same mechanism scaled up: the brake pad's irregularities grind against the rotor, the motion is converted to heat, and the car slows.

== The general principle ==

State the principle plainly: '''teach the concept, then name it.''' A name introduced too early becomes an empty box — the child (or adult) can recite the word without it pointing at anything they actually understand. Worse, having the word can ''feel'' like understanding, which stops the questions that would have produced real understanding.

This connects to a few neighbouring ideas:
* '''Feynman's test for real teaching:''' "Without using the new word which you have just learned, try to rephrase what you have just learned in your own language." If you can't, you learned a label, not a concept.
* '''The [https://en.wikipedia.org/wiki/Feynman_Technique Feynman Technique]''' (the study method named after him) runs the same loop in reverse for the learner: explain an idea in plain words as if to a child, find the spots where you fall back on jargon, and go re-learn those.
* In language and curriculum design this shows up as the argument that '''specialized vocabulary should wait until it is needed''' — terminology is most useful once there is already a concept for it to name.

I've applied the same complaint elsewhere on this wiki — see [[STƏYWƏTE:N̓ pronunciation]], where a Musqueam place-name was attached to a school for years with no explanation of what it meant or how to say it: the word arrived long before the concept, which produces mystique and confusion rather than understanding.

== Still looking ==

To be clear: I still haven't found the ''specific'' blog post I originally read — the one that used friction as its worked example. The Feynman material above is the most likely origin of the idea, but it isn't the exact text, and the friction-as-teaching-example framing may have been some educator's own retelling. If you know the post, I'd love a pointer.

== See Also ==
* [https://en.wikipedia.org/wiki/Richard_Feynman Richard Feynman (Wikipedia)]
* [https://en.wikipedia.org/wiki/Feynman_Technique The Feynman Technique (Wikipedia)]
* [https://www.feynmanlectures.caltech.edu/I_12.html The Feynman Lectures on Physics, Vol. I, Ch. 12 — Characteristics of Force]
* [[STƏYWƏTE:N̓ pronunciation]]

[[Category:Cannot Find on Google]]
[[Category:Linguistics]]

Introducing Concepts Before Words (Friction Example)

2026-06-14T02:24:09Z

Nik: Expand: add likely original source (Feynman — "knowing the name vs. knowing the thing"), verbatim cited bird/thrush quote, friction-as-asperities context, and related principles; keep personal story and the unfound-blog-post note

__NOTOC__

I read this — I think it was a blog post — about the correct way to introduce topics to children. The idea: introduce the ''concept'' first, then the ''word'' for it.

The example used was '''friction'''.

You tell the child: when you rub a piece of wood against another piece of wood and then let go, the top piece stops. Why doesn't it just keep sliding forever? Because there are tiny little bumps on the wood on top and tiny little bumps on the wood on the bottom, and they bump into each other. If you keep rubbing, those bumps even create heat. This is the same thing that happens when brakes stop a car.

''Now'' — after the child understands what's going on — you tell them: there's a word for this, and the word is '''friction'''.

The general principle: introduce the concept, ''then'' introduce the word. Not the other way around.

For the life of me, I cannot find this blog post anywhere.

== The likely original idea: Richard Feynman ==

I never tracked down the exact blog post, but the idea behind it almost certainly traces back to the physicist '''[https://en.wikipedia.org/wiki/Richard_Feynman Richard Feynman]''', who told two stories that, taken together, are basically the post I remember.

=== "The difference between knowing the name of something and knowing something" ===

In his memoir ''What Do You Care What Other People Think?'', Feynman recounts how his father taught him about a bird. When another kid challenged him for not knowing it was a "brown-throated thrush," Feynman explained that his father had already told him the bird's name in several languages — and that this was precisely the point:

<blockquote>
"You can know the name of that bird in all the languages of the world, but when you're finished, you'll know absolutely nothing whatever about the bird. You'll only know about humans in different places, and what they call the bird. So let's look at the bird and see what it's doing — that's what counts. I learned very early the difference between knowing the name of something and knowing something."
<br />— Richard P. Feynman, ''What Do You Care What Other People Think?'' (1988)
</blockquote>

The name is a label humans agreed on; it carries no information about the thing itself. Learn the thing first; the label is just a handle you attach afterward.

=== Friction, the asperity model ===

The friction example fits the same physicist's worldview. In ''[https://www.feynmanlectures.caltech.edu/I_12.html The Feynman Lectures on Physics]'' (Vol. I, Ch. 12), friction between sliding solids is explained microscopically: even surfaces that look smooth are covered in tiny irregularities (in materials science these are called '''[https://en.wikipedia.org/wiki/Asperity_(materials_science) asperities]'''). As the surfaces slide, these little peaks catch, deform, and break against each other, draining energy from the motion and turning it into heat.

That is exactly the "tiny bumps bumping into each other and making heat" story — told ''before'' the word "friction" is ever introduced. The car-brake comparison is the same mechanism scaled up: the brake pad's irregularities grind against the rotor, the motion is converted to heat, and the car slows.

== The general principle ==

State the principle plainly: '''teach the concept, then name it.''' A name introduced too early becomes an empty box — the child (or adult) can recite the word without it pointing at anything they actually understand. Worse, having the word can ''feel'' like understanding, which stops the questions that would have produced real understanding.

This connects to a few neighbouring ideas:
* '''Feynman's test for real teaching:''' "Without using the new word which you have just learned, try to rephrase what you have just learned in your own language." If you can't, you learned a label, not a concept.
* '''The [https://en.wikipedia.org/wiki/Feynman_Technique Feynman Technique]''' (the study method named after him) runs the same loop in reverse for the learner: explain an idea in plain words as if to a child, find the spots where you fall back on jargon, and go re-learn those.
* In language and curriculum design this shows up as the argument that '''specialized vocabulary should wait until it is needed''' — terminology is most useful once there is already a concept for it to name.

I've applied the same complaint elsewhere on this wiki — see [[STƏYWƏTE:N̓ pronunciation]], where a Musqueam place-name was attached to a school for years with no explanation of what it meant or how to say it: the word arrived long before the concept, which produces mystique and confusion rather than understanding.

== Still looking ==

To be clear: I still haven't found the ''specific'' blog post I originally read — the one that used friction as its worked example. If you know it, [[Special:Contact|let me know]]. The Feynman material above is the most likely origin of the idea, but it isn't the exact text, and the friction-as-teaching-example framing may have been some educator's own retelling.

== See Also ==
* [https://en.wikipedia.org/wiki/Richard_Feynman Richard Feynman (Wikipedia)]
* [https://en.wikipedia.org/wiki/Feynman_Technique The Feynman Technique (Wikipedia)]
* [https://www.feynmanlectures.caltech.edu/I_12.html The Feynman Lectures on Physics, Vol. I, Ch. 12 — Characteristics of Force]
* [[STƏYWƏTE:N̓ pronunciation]]

[[Category:Cannot Find on Google]]
[[Category:Linguistics]]

STƏYWƏTE:N̓ pronunciation

2026-06-14T01:35:14Z

Nik: Cleanup: add __NOTOC__, lead with confirmed Aug-2025 answer, fix broken X-search markup, remove outdated/incorrect ChatGPT section, add collapsible video transcript

__NOTOC__
[[File:Stəywəte-n̓.png|200px|thumb|right|the power of the West Wind, brings storms, cleansing, and new beginnings...]]

<div style="border-left:4px solid #36c; background:#f6f9ff; padding:0.6em 0.9em; margin:0.5em 0;">
'''The short answer (confirmed August 2025):''' '''stəywəte:n̓''' is pronounced '''"sty-wa-tan"''' and means '''"the strength of the west wind"''' — symbolizing storms, cleansing, and new beginnings. The name was gifted to Point Grey Secondary School by the Musqueam community in a naming ceremony on '''May 20, 1998'''. See [[#Update: August 2025|the official explanation]] below.
</div>

My son started going to [https://www.vsb.bc.ca/schools/point-grey Point Grey stəywəte:n̓ Secondary School], but I didn't know how to pronounce it so I [https://x.com/edmiidz/status/1489315114452873218 asked the school on Twitter] but never got a response.

Then I decided to ask on [[Quora]], which did help me find an approximate pronunciation of it as well as some information about which Canadian First Nation's word it is:
* [https://www.quora.com/unanswered/How-do-you-pronounce-Point-Grey-st%C9%99yw%C9%99te-n%CC%93-Secondary-School How do you pronounce Point Grey stəywəte:n̓ Secondary School?]
* [https://jp.quora.com/ポイントグレイ高校-Point-Grey-stəywəte-n̓-Secondary-School-の英語の発音はなポイントグレイ高校「Point Grey stəywəte:n̓ Secondary School」の英語の発音はなんですか？]

It seems that the Musqueam language ([https://youtu.be/1wj0_tGAOVE?t=28 Hul'q'umi'num'] aka hən̓q̓əmin̓əm̓) uses [https://en.wikipedia.org/wiki/Americanist_phonetic_notation NAPA], which is closely related with [https://en.wikipedia.org/wiki/International_Phonetic_Alphabet IPA].

Still, I feel like the placement of that word in the title without an explanation of it causes confusion. I think it was probably done in the spirit of respect, however by putting it there without providing more information, I think it creates more confusion and therefore doesn't bring about the desired outcome. I hope the school will reevaluate how it brands itself, and provides more details on what it is doing to be respectful to indigenous cultures than just creating confusion and mystique around them.

On a related note, I had difficulty hunting for my tweet with [https://x.com/search?q=st%C9%99yw%C9%99te%3An%CC%93 x.com/search?q=stəywəte:n̓] — dropping the final character ([https://x.com/search?q=st%C9%99yw%C9%99te%3A x.com/search?q=stəywəte:]) does a little better. I believe it is the colon in the tweets which throws the search index off. Perhaps they might use the IPA long-vowel character ː to write stəywəteːn̓, so search indexes would realize it's human language and not punctuation.

== Video ==
I've recorded a video where I go into more detail:
{{#evu:https://www.youtube.com/watch?v=QNxyhasajbM
|alignment=center
}}

<div class="mw-collapsible mw-collapsed" style="border:1px solid #ccc; padding:0.5em;">
'''Video transcript''' (auto-generated captions, lightly cleaned)
<div class="mw-collapsible-content">

my best approximation at the pronunciation of this word would be stəywəte:n̓

my son started to go to Point Grey secondary school and it has a Musqueam name or word in the third part of the name this pronunciation I still haven't really totally ascertained and um so I I asked the school uh over Twitter and I never got a response um and so then I decided to ask uh in Quora and I also didn't get a response there so then now my Quora profile is set up to uh that always prompts me uh to translate my question if I want to because I'm also a member of Japanese Quora and so I asked in Japanese as well and actually I got a pretty thought out response from a English Professor there and um you know she kind of even here kind of gives a rough you know um sort of anglicized um pronunciation guide to maybe stowaten / stowatin as a possible pronunciation for it and then she also provides a link to this excellent website on Musqueam pronunciations and um so basically um if we just kind of look at the name again on the website so they write it in uppercase in the title but then in the HTML title it's kind of written in lower case up here you can see and so um I'm assuming that they the case letters the presentation doesn't change whether it's uppercase or lowercase um so uh sort of what I came to understand from uh the uh a little bit of research is that the writing system used to display the Musqueam language is based off of a pronunciation guide called NAPA which is similar very similar to IPA and um

so um I think that the the part that probably would confuse English speakers the most are the vowels so with that said I figured I'd just go into the consonants first I I and literally assume that s and t uh R and W are the same as they are in English now I didn't quite sure wasn't quite sure what this little Mark over the end was so when we go kind of into um the uh the guide here on the consonants um using NAPA um I mean I I actually don't see uh there there's another in here with a slightly different symbol that says it's a nasal n and I can kind of imagine that like French has the the nasal n sounds um but then actually on this other pronunciation guide there's a few examples with that exact symbol here actually no it's not apparent if it is the exact symbol or not um so even Chrome it doesn't so differentiate between n with the accent and without the accent but it kind of looks like the same one so here this word for child if we listen to it mána um and yeah I mean I don't even really hear the nasal just kind of sounds like standard end to me and then in the word for humpback hóne Okay so yeah um just sounds like a standard end to me

so then the next um ones are the vowels and so well what is upside down e well I'm very familiar with upside down it's probably the most common sound in English actually it's it's um uh it's just like an uh sound and basically um I mean here um uh so if we kind of just look at some of these um vowels this my understanding of the difference between IPA and NAPA is more around the consonants than the vowels I think that these vowels are pretty much well the same as they are in IPA So based on that assumption I'm going to say that I think that this is ah and this is ah and this is e two variations I'm probably not getting it exactly right this is like e like Mitten and this is e um and then uh you know over here in the back of the mouth we have like uh and then maybe uh and then oh and then ah ah so this is kind of like a Canadian pronunciation for like God uh uh and this is like the American pronunciation of God God anything like that and um but then right in the middle of this in English um well particularly Canadian English like whatever syllable doesn't take the stress it's about sound kind of just becomes very de-stressed and very kind of soft and then that's where you kind of get this this upside down e sound a a sound like butter well butter but the the uh sound and butter might be this here uh but uh another example would be um like even the e in between it's it's so in fact it's almost like a little placeholder between the B and the T between between it's a very you can barely even hear really a vowel sound in that word and so that kind of in between uh I would I would equate with this upside down e here um but uh like even our our um English professor in Japan you know she kind of gives it an uh like I'm assuming this is an uh sound here um and so yeah that's how I um assume uh this to be is a sta STA

and then the why to be well actually that's a good question I don't I was making an assumption that it was like an e uh but maybe it's not an e let's take a look and see if we can find some examples of of uh the Y used um well it sounds like an e hi to me so it does sound like it is being used as an e sound there how about us when it starts the is it like a yellow yeah very much like yellow it says it says it right here so yeah yeah it is like a consonant the making of a consonant of the e sound or like the yeah sound in in in English like yellow um are there any are there any more oh here so yeah there's um so okay so anyway yeah it I think we can just assume that that um you know it would be almost like stay except for Stay Stay Stay Stay um and then

and then again here in the second uh part of it uh what what and then uh the E is probably an F sound let's confirm that here um and for the Musqueam word for a clock work what actually that's almost a wedge I can't I'm not going to focus a lot on that but I'm just going to say that this definitely was like you know Weck or a wet type of a a vowel sound so it's it's a it's an e sound

and um then the question about the the colon well um I think what it's really related to is in IPA there's this symbol here um uh which is basically used for um uh making an extra long sound so um 10 because we become teːn and this is I think hard for North Americans because we don't really elongate uh vowels like that except for the E and u sounds um so say for instance in the word um you know save we have a diphthong a well it's like the literally the first letter in our alphabet whereas if you hear a Scottish person say save they'll say it like save and so they just take the e sound and then they elongate it and so I'm assuming that that's what um this pronunciation is it's a 10 sound

and so uh my best approximation at the pronunciation of this word would be uh staiwaten stay-wa-ten stay-wa-ten where you have kind of um your diphthong which is very similar to stay here but like more like a study what and this is kind of a short sound what what what and then and so stay-wa-ten stay-wa-ten. that's that's my best pronunciation that's my best approximation um of what the pronunciation might be and I don't know if if I'm right or not but um what I I don't like is uh the the mystery around it um I don't think that it uh helps our kids understand its meaning or significance in any way

it reminds me of this YouTube video I watched recently uh this discussing the Science Education and talking about the wrong way of teaching science and the wrong way of teaching science is introducing the terminology first so for instance saying okay there's this concept called friction and then and then and then going to the explanation of what friction is because what that does to the the child's brain is it kind of make creates this compartment where you know this where there's this meaningless word where they you know it's almost have to apply like you know magical or mystical thinking around what could it possibly be type of thing before that they can get to the actual learning uh of what that con what that means and that the um the correct way to teach science is to say um you know why is it that when you kind of take one piece of wood and then you know or like if you took a wooden block and then you pushed it along a desk why would it stop well the reason why is because you know each piece of wood has like little little bumps in it and when those when the little bumps on the wooden block bump it bump into the little bumps on the on the table the um they slow the block down uh creating heat as they do and they event and eventually causes the block to stop that's why people used to be able to create Fire by say rubbing two pieces of wood together because they would get those little bumps to keep bumping into each other create more and more heat eventually they'd create enough heat that it would start to smoke and smolder and eventually catch on fire and that process obviously those little bumps bumping into each other and creating heat there's actually a word for it and that word is called friction and where you ex by explaining the concept first the child already imagines that they probably could quickly think of you know brakes on their bicycle and other ways in which they are familiar already familiar with the concept of friction and so they're primed to to be uh instructed about the word for um uh friction

and I think that um in the same way if you're going to introduce a new word into the Lexicon of British Columbians you need to First educate them on what the concept what is uh stəywəte:n̓ was it I mean is it a type of animal that you know frequented this area or is it something related with weather or is it something related with health or personal relations what is it that um

I mean I I lived in Japan for 12 years and I'm familiar with the fact that there are many concepts for which there are words in Japanese that there aren't in English and so if that's one of these cases that it can be explained and understood accordingly it's very possible that there's a concept here that will enrich the lives of people when they come to understand it and then and then when they say yes and there's a convenient word for it it is then it'll be like bam great forward I know exactly what this word is used for and when to use it and my life is better and more enriched because of it

and I feel like uh yeah the school needs to step it up and reverse the way that they introduce elements of Musqueam culture and language into our society if they really want to do our kids a service here

</div>
</div>

== Update: August 2025 ==
After three years of uncertainty, the school finally provided an official explanation in its '''Community Newsletter (dated August 22, 2025)''', which was emailed to families. The newsletter states that:

* The name is pronounced '''"sty-wa-tan"''' (a simplified pronunciation to help anglophone students).
* It means '''"the strength of the west wind,"''' symbolizing storms, cleansing, and new beginnings.
* The name was '''gifted by the Musqueam community''' in a naming ceremony held on '''May 20, 1998'''.

''Common misspellings: staywaten, stywaten''

== See Also ==
* [https://en.wikipedia.org/wiki/Point_Grey_Secondary_School Point Grey Secondary School (Wikipedia)]
* [[šxʷməθkʷəy̓əmasəm Street]]
* [[Introducing Concepts Before Words (Friction Example)]]

[[Category:2022 Articles]]
[[Category:Linguistics]]
[[Category:YouTube Videos]]

STƏYWƏTE:N̓ pronunciation

2026-06-14T01:30:44Z

Nik:

[[File:Stəywəte-n̓.png|200px|thumb|right|the power of the West Wind, brings storms, cleansing, and new beginnings...]]

My son started going to [https://www.vsb.bc.ca/schools/point-grey Point Grey stəywəte:n̓ Secondary School], but I didn't know how to pronounce it so I [https://x.com/edmiidz/status/1489315114452873218 asked the school on Twitter] but never got a response.

Then I decided to ask on [[Quora]], which did help me find an approximate pronunciation of it as well as some information about which Canadian First Nation's word it is:
* [https://www.quora.com/unanswered/How-do-you-pronounce-Point-Grey-st%C9%99yw%C9%99te-n%CC%93-Secondary-School How do you pronounce Point Grey stəywəte:n̓ Secondary School?]
* [https://jp.quora.com/ポイントグレイ高校-Point-Grey-stəywəte-n̓-Secondary-School-の英語の発音はなポイントグレイ高校「Point Grey stəywəte:n̓ Secondary School」の英語の発音はなんですか？]

It seems that the Musqueam language ([https://youtu.be/1wj0_tGAOVE?t=28 Hul'q'umi'num'] aka hən̓q̓əmin̓əm̓) uses [https://en.wikipedia.org/wiki/Americanist_phonetic_notation NAPA], which is closely related with [https://en.wikipedia.org/wiki/International_Phonetic_Alphabet IPA].

Still, I feel like the placement of that word in the title without an explanation of it causes confusion. I think it was probably done in the spirit of respect, however by putting it there without providing more information, I think it creates more confusion and therefore doesn't bring about the desired outcome. I hope the school will reevaluate how it brands itself, and provides more details on what it is doing to be respectful to indigenous cultures than just creating confusion and mystique around them.

On a related note, I had difficulty hunting for my tweet with: [https://x.com/search?q=st%C9%99yw%C9%99te%3An%CC%93 https://x.com/search?q=stəywəte:n̓] [https://x.com/search?q=st%C9%99yw%C9%99te%3A ([https://x.com/search?q=stəywəte:] does a little better).
I believe it is the colon in the tweets which throws the search index off. Perhaps they might use the IPA long vowel character ː to write stəywəteːn̓, so search indexes would realize it's human language and not punctuation.

I've recorded a video where I go into more details:
{{#evu:https://www.youtube.com/watch?v=QNxyhasajbM
|alignment=center
}}

== ChatGPT Consultation ==

'''Nik:''' What does STƏYWƏTE:N̓ mean and how is it pronounced?

'''ChatGPT4:''' STƏYWƏTE:N̓ is a word in the [https://youtu.be/1wj0_tGAOVE?t=28 Hul'q'umi'num'] language, which is the language of the Coast Salish First Nations people in British Columbia, Canada. It refers to the concept of "standing together" or "helping one another." The language has its own unique orthography, which uses special symbols and letters that may not be present in other languages.

Pronouncing Hul'q'umi'num' words can be challenging for English speakers, but here's a rough pronunciation guide for STƏYWƏTE:N̓:

* "S" is pronounced as in English.
* "T" is pronounced as in English, but it's a little more aspirated (more air is released during pronunciation).
* "Ə" is a schwa sound, similar to the unstressed "uh" sound in the word "sofa."
* "Y" is pronounced as in English.
* "W" is pronounced as in English.
* "E" is pronounced as in the "e" in "red."
* "N̓" represents a glottalized nasal sound, which means that you should stop the flow of air through your nose when pronouncing it.

So, a rough pronunciation of STƏYWƏTE:N̓ would be something like "stu-yuh-wuh-teh-n'". Keep in mind that this is an approximation, and it is always best to consult native speakers or language experts for accurate pronunciation.

'''Nik:''' What would STƏYWƏTE:N̓ be in IPA?

'''ChatGPT4:''' While I am not an expert in the Hul'q'umi'num' language, I can offer a rough IPA transcription of the word STƏYWƏTE:N̓, based on the pronunciation guide provided earlier:

/s.tə.jʷə.tɛ.ʔn̩/

Here's a breakdown of the IPA symbols used:

* /s/ is the "s" sound, as in English
* /t/ is the aspirated "t" sound
* /ə/ is the schwa sound, similar to the unstressed "uh" sound in the word "sofa"
* /j/ is the "y" sound, as in English
* /ʷ/ is a superscript symbol indicating the "w" sound is labialized (rounded) and pronounced together with the preceding consonant
* /ɛ/ is the "e" sound, as in the "e" in "red"
* /ʔ/ is the glottal stop
* /n̩/ is the glottalized nasal sound (the small vertical line below the "n" indicates that it is a syllabic consonant)

Please note that this transcription is an approximation based on the pronunciation guide provided earlier and might not fully capture the nuances of the Hul'q'umi'num' language. Consulting a native speaker or a linguist with expertise in Hul'q'umi'num' would provide a more accurate IPA transcription.

== Update: August 2025 ==
After three years of uncertainty, the school finally provided an official explanation in its '''Community Newsletter (dated August 22, 2025)''', which was emailed to families. The newsletter states that:

* The name is pronounced '''"sty-wa-tan"''' (a simplified pronunciation to help anglophone students).
* It means '''"the strength of the west wind,"''' symbolizing storms, cleansing, and new beginnings.
* The name was '''gifted by the Musqueam community''' in a naming ceremony held on '''May 20, 1998'''.

''Common misspellings: staywaten, stywaten''

== See Also ==
* https://en.wikipedia.org/wiki/Point_Grey_Secondary_School
* [[šxʷməθkʷəy̓əmasəm Street]]
* [[Introducing Concepts Before Words (Friction Example)]]

[[Category:2022 Articles]]
[[Category:Linguistics]]
[[Category:YouTube Videos]]

A Silent Speech Interface: Using Mouth-Based Sensors for Non-Vocal Communication

2026-06-06T20:38:40Z

Nik:

''Originally written [https://nikipedia.edmiidz.com/index.php?title=A_Silent_Speech_Interface:_Using_Mouth-Based_Sensors_for_Non-Vocal_Communication&oldid=1628 2025]. Substantially rewritten June 2026 to reflect a year in which the core algorithmic obstacles to silent speech were largely overcome — and to reposition this proposal around the gaps that remain.''

=== Abstract: ===

This white paper proposes a direction in assistive and ambient human-computer interaction: a silent speech interface using '''intraoral''' sensors — interpreting silently mouthed words from inside the mouth, with no audible speech. The concept originated over 15 years ago from personal experience living in Japan, where speaking aloud in public spaces is socially discouraged, and was reawakened by Augmental's MouthPad.

The 2025 version of this paper treated silent speech decoding as an unsolved research problem. As of mid-2026, that framing is out of date in the best possible way: the hardest algorithmic walls it named — dataset scarcity, speaker-dependence, and latency/error — have been cleared in the literature. What remains unsolved is narrower and more ownable: the '''intraoral modality is still missing from every dataset''', and the '''social-silence use case''' (as opposed to the medical one) is '''unclaimed'''. This revision reframes the proposal accordingly.

=== 1. Introduction: ===

Voice-based interfaces are now ubiquitous, yet they still exclude users who cannot speak — for medical, situational, or cultural reasons. In Japan, speaking aloud on public transportation or in quiet public spaces is socially frowned upon. A silent speech interface captures and interprets tongue, lip, and internal oral muscle movement to generate spoken or written output without audible speech.

The thesis of this paper has not changed. What changed is the world around it. In 2025–2026 the field crossed from "promising lab demos" into "funded companies and usable accuracy." The argument below is no longer ''whether'' this is feasible — it is ''where the remaining leverage sits for someone not racing the large labs.''

=== 2. What Changed Since 2025: ===

The 2025 paper listed four constraints. Three of them now have research answers:

* '''Dataset acquisition for silent mouthed speech (the hardest one).''' Stanford's '''MONA LISA''' (2024→2026) solved this sideways. Rather than collect a massive silent-mouthing corpus, it trains a ''shared latent space'' so that ordinary '''audio''' datasets (e.g. LibriSpeech) improve a ''silent'' decoder via cross-modal alignment. You no longer need an ocean of silent data — you borrow from the ocean of existing speech audio. This is the single most important shift: it cleared open-vocabulary word error rate from '''28.8% → 12.2%''', the first time noninvasive silent speech passed the ~15% usability threshold.
* '''Variability in oral anatomy / speaker-independence.''' Meta's ctrl-labs surface-EMG wristband demonstrated '''calibration-free operation across ~6,500 subjects''' — the first neuromotor interface that works on a brand-new person with ''zero'' individual training. The architecture that achieves cross-person generalization now exists and is transferable to face/jaw/throat signals.
* '''Latency and misinterpretation.''' The fix is the LLM layer. MONA LISA's "LISA" stage uses a large language model to re-score decoder hypotheses — the same trick that made phone dictation usable — driving vocal-EMG error as low as 3.7% WER. Sentence-level EMG/EEG sensor fusion with a language model now exists in wearable form.

The fourth constraint — '''hygiene and long-term intraoral wear comfort''' — remains genuinely unsolved ''for the intraoral form factor specifically.'' That is no longer a footnote. It is now the main thing separating this proposal (palate/tongue sensing) from the ear-, jaw-, and neck-worn devices that captured the breakthroughs above.

==== What actually shipped or spun out ====

* '''AlterEgo (MIT) spun out as a for-profit company in early 2025''', led by original inventor Arnav Kapur. The new consumer unit is an ear-and-jawline wearable resembling a hearing aid — the bulky lab rig is gone. It was demonstrated working from both mouthed and merely ''intended''-to-mouth words, and presented at the Axios AI+ Summit in September 2025. This is the most direct embodiment of this paper's vision, and it is now funded.
* '''Augmental's "MouthPad Whisper"''' — adding a microphone and sensors to capture near-silent and eventually fully silent speech — is in development, exactly the intraoral trajectory proposed here. Notably, Augmental's ''shipping'' product and public FAQ describe only cursor control (tongue-as-mouse); the silent-speech layer is the next cycle, not the current one. The wheelchair/cursor capability is the minimum viable accessibility product, not the ceiling.
* A 2026 hardware result combined '''microneedle-array electrodes with mandible-coupled strain sensing''' to reach '''8.5% WER on a 1,396-word vocabulary''' (>90% on common words).
* The field is now large enough to have its own 2026 systematic review: ''Silent Speech Interfaces in the Era of Large Language Models.''

'''Takeaway:''' the decoder problem is being solved by organizations with more compute than any independent effort can match (Stanford, Meta, the MIT spinout). Competing on "a better silent-speech model" is a losing game. The opportunity is elsewhere.

=== 3. Technical Approach: ===

The proposed intraoral system would integrate:
* Pressure-sensitive sensors on the palate and teeth
* Inertial sensors (IMUs) to detect subtle jaw and tongue movement
* Real-time sensor fusion to map articulatory gestures to phonemes
* '''Cross-modal training''' (per MONA LISA) so that existing speech-audio corpora bootstrap the decoder, rather than requiring a large bespoke silent-mouthing dataset
* '''An LLM re-scoring stage''' to convert noisy phoneme hypotheses into fluent text
* A '''calibration-free model architecture''' (per Meta's sEMG work) so the device works on a new mouth without per-user training

Crucially, none of these five components needs to be invented here. Four of them are published. The work is '''integration''' plus the one missing input.

=== 4. Potential Applications: ===

* '''Assistive Communication''': for users with ALS, tracheostomies, or lung impairments (the well-funded, reimbursement-driven market that every competitor already targets)
* '''Private Interaction''': silent texting, dictation, or silent queries to an AI assistant in public spaces — ''the under-served market''
* '''Covert Use Cases''': scenarios where soundless communication is required

=== 5. The Three Open Doors: ===

Given that the algorithm race is lost to the large labs, three contributions remain genuinely available to an independent effort:

==== Door 1 — The intraoral data gap nobody is filling ====

Every breakthrough above used face/neck/jaw EMG, lip video, or wrist sEMG. Almost none used '''intraoral''' (tongue-to-palate contact) sensing. Because MONA LISA's cross-modal method means you need only a ''modest'' amount of in-domain data to bootstrap a decoder, '''a small public intraoral silent-speech dataset is now both achievable and missing from every taxonomy.''' A few hundred mouthed phrases captured on an off-the-shelf palatal-contact or tongue-position rig, released openly, would be cited — because it is the one modality nobody has published. This is the highest-leverage ''build'' contribution.

==== Door 2 — The "Japan problem" is the actual wedge, and it is unclaimed ====

This idea did not originate from disability. It originated from '''social-context silence''' — Japanese public transit. Every company in this space markets to the medical/ALS case, because that is where reimbursement lives. '''Nobody owns the positioning of discreet input for able-bodied users in quiet, public, or social contexts''' — silent texting on a train, silent AI queries in a meeting, hands-and-voice-free dictation. AlterEgo gestures at "a crowded cafe" but leads with the medical story. The cultural-ergonomics framing — ''why'' silence-as-default matters, what the social-acceptability thresholds are, which contexts demand it — is white space. It is writing and positioning work, not a compute race.

==== Door 3 — Integration, not invention ====

The pieces now exist as separate published parts: cross-modal training (Stanford), calibration-free architecture (Meta), LLM re-scoring (MONA LISA), intraoral hardware (Augmental). '''Nobody has assembled the full stack for the intraoral case.''' A credible integration spec — "here is how to combine these four results into a working intraoral silent-speech system, and here is the single missing dataset" — is a legitimate research-design contribution requiring no novel component.

=== 6. Feasibility and Constraints (2026): ===

* '''Solved-enough:''' open-vocabulary decoding, speaker-independence, latency/error — via cross-modal training, calibration-free architectures, and LLM re-scoring.
* '''Still open and intraoral-specific:''' hygiene and long-term wear comfort; variability of oral anatomy as it affects ''sensor seating'' (distinct from the model-level speaker-independence now solved); and the absence of any public intraoral dataset.
* '''Strategic:''' the defensible position is the missing modality and the unclaimed market — not a better decoder.

=== 7. Social and Cultural Impact: ===

If successful, such a system could normalize silent, mouth-only interaction with machines — useful not only for people with disabilities but for anyone seeking discreet, non-disruptive communication. The idea originated from living in Japan, where voice input feels socially intrusive in certain settings. That origin is now the strategic point, not a biographical aside: the social-silence use case is the part of this field that remains genuinely open.

=== 8. Next Steps (revised): ===

# '''Pick one door.''' Door 2 (the cultural-ergonomics positioning essay) costs nothing but writing and is unclaimed. Door 1 (a tiny open intraoral dataset) is the highest-impact if the goal is to build.
# Collect a small, openly-released intraoral silent-speech dataset using off-the-shelf palate-sensor hardware.
# Draft the integration spec combining cross-modal training + calibration-free architecture + LLM re-scoring for the intraoral case.
# Collaborate with linguists and speech therapists to map articulatory gestures to semantic output — still valuable, now in service of the dataset rather than from scratch.

=== Conclusion: ===

The 2025 thesis was right, which is why the field overtook it. Silent speech is no longer waiting on a decoder breakthrough — that arrived. It is waiting on the intraoral modality and on someone willing to articulate why ''quiet'' is a feature for everyone, not just a workaround for the voiceless. Those two gaps are the contribution now.

=== Acknowledgments: ===

We acknowledge the work of Tomás Vega and the Augmental team for pioneering intraoral interaction; Arnav Kapur and the AlterEgo team; the Stanford HAI authors of MONA LISA; and the communities of silent speech decoding, wearable HCI, and neuro-linguistics for laying — and in 2025–2026, dramatically advancing — the groundwork for this vision.

=== Future Research Directions: ===

* A public intraoral silent-speech corpus (the missing modality)
* Cross-modal bootstrapping of intraoral decoders from speech-audio datasets
* Calibration-free intraoral models that work on a new mouth without per-user training
* Sublingual EMG or photoplethysmography for enhanced articulation capture
* Multilingual mouthing models and AI-driven contextual inference

<p></p>
==See also==

* [https://www.linkedin.com/feed/update/urn:li:ugcPost:7342784760085114880?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7342784760085114880%2C7342966905059627010%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287342966905059627010%2Curn%3Ali%3AugcPost%3A7342784760085114880%29 Nik's comment on Augmental developed a mouth-based touchpad]
* [https://chatgpt.com/canvas/shared/68599ac75a508191af62393544454785 Nik's conversation with ChatGPT about this]

==Sources (2026 update)==

* MONA LISA — Cross-Modal Silent Speech with LLM-Enhanced Recognition: https://arxiv.org/abs/2403.05583
* AlterEgo spins out (Axios AI+): https://www.axios.com/2025/09/08/startup-query-ai-silent-speech-neural-interface — and MIT Media Lab: https://www.media.mit.edu/articles/exclusive-startup-lets-you-query-ai-with-silent-speech/
* Augmental head-tracking + silent speech (TechCrunch): https://techcrunch.com/2024/01/10/augmental-head-tracking/ — and Augmental FAQ: https://www.augmental.tech/faq
* Microneedle + strain-sensor SSI, 8.5% WER (ScienceDirect): https://www.sciencedirect.com/science/article/pii/S2666053925001249
* Sentence-level EMG/EEG fusion + LLM (MDPI Sensors): https://www.mdpi.com/1424-8220/25/19/6168
* Meta ctrl-labs sEMG, calibration-free across ~6,500 subjects (heise): https://www.heise.de/en/background/Meta-turns-the-wrist-into-a-computer-interface-10500065.html — and Meta AI sEMG datasets: https://ai.meta.com/blog/open-sourcing-surface-electromyography-datasets-neurips-2024/
* Silent Speech Interfaces in the Era of Large Language Models — 2026 systematic review: https://arxiv.org/pdf/2603.11877

[[Category:ChatGPT Responses]]
[[Category:2025 Articles]]
[[Category:White Papers]]
[[Category:Edmiidz Ideas]]
__NOTOC__

A Silent Speech Interface: Using Mouth-Based Sensors for Non-Vocal Communication

2026-06-06T20:31:02Z

Nik: Rewrite with 2026 framing: algorithm walls fell (MONA LISA, AlterEgo spinout, Meta sEMG); reposition around intraoral data gap + social-silence wedge

''Originally written 2025. Substantially rewritten June 2026 to reflect a year in which the core algorithmic obstacles to silent speech were largely overcome — and to reposition this proposal around the gaps that remain.''

=== Abstract: ===

This white paper proposes a direction in assistive and ambient human-computer interaction: a silent speech interface using '''intraoral''' sensors — interpreting silently mouthed words from inside the mouth, with no audible speech. The concept originated over 15 years ago from personal experience living in Japan, where speaking aloud in public spaces is socially discouraged, and was reawakened by Augmental's MouthPad.

The 2025 version of this paper treated silent speech decoding as an unsolved research problem. As of mid-2026, that framing is out of date in the best possible way: the hardest algorithmic walls it named — dataset scarcity, speaker-dependence, and latency/error — have been cleared in the literature. What remains unsolved is narrower and more ownable: the '''intraoral modality is still missing from every dataset''', and the '''social-silence use case''' (as opposed to the medical one) is '''unclaimed'''. This revision reframes the proposal accordingly.

=== 1. Introduction: ===

Voice-based interfaces are now ubiquitous, yet they still exclude users who cannot speak — for medical, situational, or cultural reasons. In Japan, speaking aloud on public transportation or in quiet public spaces is socially frowned upon. A silent speech interface captures and interprets tongue, lip, and internal oral muscle movement to generate spoken or written output without audible speech.

The thesis of this paper has not changed. What changed is the world around it. In 2025–2026 the field crossed from "promising lab demos" into "funded companies and usable accuracy." The argument below is no longer ''whether'' this is feasible — it is ''where the remaining leverage sits for someone not racing the large labs.''

=== 2. What Changed Since 2025: ===

The 2025 paper listed four constraints. Three of them now have research answers:

* '''Dataset acquisition for silent mouthed speech (the hardest one).''' Stanford's '''MONA LISA''' (2024→2026) solved this sideways. Rather than collect a massive silent-mouthing corpus, it trains a ''shared latent space'' so that ordinary '''audio''' datasets (e.g. LibriSpeech) improve a ''silent'' decoder via cross-modal alignment. You no longer need an ocean of silent data — you borrow from the ocean of existing speech audio. This is the single most important shift: it cleared open-vocabulary word error rate from '''28.8% → 12.2%''', the first time noninvasive silent speech passed the ~15% usability threshold.
* '''Variability in oral anatomy / speaker-independence.''' Meta's ctrl-labs surface-EMG wristband demonstrated '''calibration-free operation across ~6,500 subjects''' — the first neuromotor interface that works on a brand-new person with ''zero'' individual training. The architecture that achieves cross-person generalization now exists and is transferable to face/jaw/throat signals.
* '''Latency and misinterpretation.''' The fix is the LLM layer. MONA LISA's "LISA" stage uses a large language model to re-score decoder hypotheses — the same trick that made phone dictation usable — driving vocal-EMG error as low as 3.7% WER. Sentence-level EMG/EEG sensor fusion with a language model now exists in wearable form.

The fourth constraint — '''hygiene and long-term intraoral wear comfort''' — remains genuinely unsolved ''for the intraoral form factor specifically.'' That is no longer a footnote. It is now the main thing separating this proposal (palate/tongue sensing) from the ear-, jaw-, and neck-worn devices that captured the breakthroughs above.

==== What actually shipped or spun out ====

* '''AlterEgo (MIT) spun out as a for-profit company in early 2025''', led by original inventor Arnav Kapur. The new consumer unit is an ear-and-jawline wearable resembling a hearing aid — the bulky lab rig is gone. It was demonstrated working from both mouthed and merely ''intended''-to-mouth words, and presented at the Axios AI+ Summit in September 2025. This is the most direct embodiment of this paper's vision, and it is now funded.
* '''Augmental's "MouthPad Whisper"''' — adding a microphone and sensors to capture near-silent and eventually fully silent speech — is in development, exactly the intraoral trajectory proposed here. Notably, Augmental's ''shipping'' product and public FAQ describe only cursor control (tongue-as-mouse); the silent-speech layer is the next cycle, not the current one. The wheelchair/cursor capability is the minimum viable accessibility product, not the ceiling.
* A 2026 hardware result combined '''microneedle-array electrodes with mandible-coupled strain sensing''' to reach '''8.5% WER on a 1,396-word vocabulary''' (>90% on common words).
* The field is now large enough to have its own 2026 systematic review: ''Silent Speech Interfaces in the Era of Large Language Models.''

'''Takeaway:''' the decoder problem is being solved by organizations with more compute than any independent effort can match (Stanford, Meta, the MIT spinout). Competing on "a better silent-speech model" is a losing game. The opportunity is elsewhere.

=== 3. Technical Approach: ===

The proposed intraoral system would integrate:
* Pressure-sensitive sensors on the palate and teeth
* Inertial sensors (IMUs) to detect subtle jaw and tongue movement
* Real-time sensor fusion to map articulatory gestures to phonemes
* '''Cross-modal training''' (per MONA LISA) so that existing speech-audio corpora bootstrap the decoder, rather than requiring a large bespoke silent-mouthing dataset
* '''An LLM re-scoring stage''' to convert noisy phoneme hypotheses into fluent text
* A '''calibration-free model architecture''' (per Meta's sEMG work) so the device works on a new mouth without per-user training

Crucially, none of these five components needs to be invented here. Four of them are published. The work is '''integration''' plus the one missing input.

=== 4. Potential Applications: ===

* '''Assistive Communication''': for users with ALS, tracheostomies, or lung impairments (the well-funded, reimbursement-driven market that every competitor already targets)
* '''Private Interaction''': silent texting, dictation, or silent queries to an AI assistant in public spaces — ''the under-served market''
* '''Covert Use Cases''': scenarios where soundless communication is required

=== 5. The Three Open Doors: ===

Given that the algorithm race is lost to the large labs, three contributions remain genuinely available to an independent effort:

==== Door 1 — The intraoral data gap nobody is filling ====

Every breakthrough above used face/neck/jaw EMG, lip video, or wrist sEMG. Almost none used '''intraoral''' (tongue-to-palate contact) sensing. Because MONA LISA's cross-modal method means you need only a ''modest'' amount of in-domain data to bootstrap a decoder, '''a small public intraoral silent-speech dataset is now both achievable and missing from every taxonomy.''' A few hundred mouthed phrases captured on an off-the-shelf palatal-contact or tongue-position rig, released openly, would be cited — because it is the one modality nobody has published. This is the highest-leverage ''build'' contribution.

==== Door 2 — The "Japan problem" is the actual wedge, and it is unclaimed ====

This idea did not originate from disability. It originated from '''social-context silence''' — Japanese public transit. Every company in this space markets to the medical/ALS case, because that is where reimbursement lives. '''Nobody owns the positioning of discreet input for able-bodied users in quiet, public, or social contexts''' — silent texting on a train, silent AI queries in a meeting, hands-and-voice-free dictation. AlterEgo gestures at "a crowded cafe" but leads with the medical story. The cultural-ergonomics framing — ''why'' silence-as-default matters, what the social-acceptability thresholds are, which contexts demand it — is white space. It is writing and positioning work, not a compute race.

==== Door 3 — Integration, not invention ====

The pieces now exist as separate published parts: cross-modal training (Stanford), calibration-free architecture (Meta), LLM re-scoring (MONA LISA), intraoral hardware (Augmental). '''Nobody has assembled the full stack for the intraoral case.''' A credible integration spec — "here is how to combine these four results into a working intraoral silent-speech system, and here is the single missing dataset" — is a legitimate research-design contribution requiring no novel component.

=== 6. Feasibility and Constraints (2026): ===

* '''Solved-enough:''' open-vocabulary decoding, speaker-independence, latency/error — via cross-modal training, calibration-free architectures, and LLM re-scoring.
* '''Still open and intraoral-specific:''' hygiene and long-term wear comfort; variability of oral anatomy as it affects ''sensor seating'' (distinct from the model-level speaker-independence now solved); and the absence of any public intraoral dataset.
* '''Strategic:''' the defensible position is the missing modality and the unclaimed market — not a better decoder.

=== 7. Social and Cultural Impact: ===

If successful, such a system could normalize silent, mouth-only interaction with machines — useful not only for people with disabilities but for anyone seeking discreet, non-disruptive communication. The idea originated from living in Japan, where voice input feels socially intrusive in certain settings. That origin is now the strategic point, not a biographical aside: the social-silence use case is the part of this field that remains genuinely open.

=== 8. Next Steps (revised): ===

# '''Pick one door.''' Door 2 (the cultural-ergonomics positioning essay) costs nothing but writing and is unclaimed. Door 1 (a tiny open intraoral dataset) is the highest-impact if the goal is to build.
# Collect a small, openly-released intraoral silent-speech dataset using off-the-shelf palate-sensor hardware.
# Draft the integration spec combining cross-modal training + calibration-free architecture + LLM re-scoring for the intraoral case.
# Collaborate with linguists and speech therapists to map articulatory gestures to semantic output — still valuable, now in service of the dataset rather than from scratch.

=== Conclusion: ===

The 2025 thesis was right, which is why the field overtook it. Silent speech is no longer waiting on a decoder breakthrough — that arrived. It is waiting on the intraoral modality and on someone willing to articulate why ''quiet'' is a feature for everyone, not just a workaround for the voiceless. Those two gaps are the contribution now.

=== Acknowledgments: ===

We acknowledge the work of Tomás Vega and the Augmental team for pioneering intraoral interaction; Arnav Kapur and the AlterEgo team; the Stanford HAI authors of MONA LISA; and the communities of silent speech decoding, wearable HCI, and neuro-linguistics for laying — and in 2025–2026, dramatically advancing — the groundwork for this vision.

=== Future Research Directions: ===

* A public intraoral silent-speech corpus (the missing modality)
* Cross-modal bootstrapping of intraoral decoders from speech-audio datasets
* Calibration-free intraoral models that work on a new mouth without per-user training
* Sublingual EMG or photoplethysmography for enhanced articulation capture
* Multilingual mouthing models and AI-driven contextual inference

<p></p>
==See also==

* [https://www.linkedin.com/feed/update/urn:li:ugcPost:7342784760085114880?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7342784760085114880%2C7342966905059627010%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287342966905059627010%2Curn%3Ali%3AugcPost%3A7342784760085114880%29 Nik's comment on Augmental developed a mouth-based touchpad]
* [https://chatgpt.com/canvas/shared/68599ac75a508191af62393544454785 Nik's conversation with ChatGPT about this]

==Sources (2026 update)==

* MONA LISA — Cross-Modal Silent Speech with LLM-Enhanced Recognition: https://arxiv.org/abs/2403.05583
* AlterEgo spins out (Axios AI+): https://www.axios.com/2025/09/08/startup-query-ai-silent-speech-neural-interface — and MIT Media Lab: https://www.media.mit.edu/articles/exclusive-startup-lets-you-query-ai-with-silent-speech/
* Augmental head-tracking + silent speech (TechCrunch): https://techcrunch.com/2024/01/10/augmental-head-tracking/ — and Augmental FAQ: https://www.augmental.tech/faq
* Microneedle + strain-sensor SSI, 8.5% WER (ScienceDirect): https://www.sciencedirect.com/science/article/pii/S2666053925001249
* Sentence-level EMG/EEG fusion + LLM (MDPI Sensors): https://www.mdpi.com/1424-8220/25/19/6168
* Meta ctrl-labs sEMG, calibration-free across ~6,500 subjects (heise): https://www.heise.de/en/background/Meta-turns-the-wrist-into-a-computer-interface-10500065.html — and Meta AI sEMG datasets: https://ai.meta.com/blog/open-sourcing-surface-electromyography-datasets-neurips-2024/
* Silent Speech Interfaces in the Era of Large Language Models — 2026 systematic review: https://arxiv.org/pdf/2603.11877

[[Category:ChatGPT Responses]]
[[Category:2025 Articles]]
[[Category:White Papers]]
[[Category:Edmiidz Ideas]]
__NOTOC__

The birth of Wokeness explained

2026-06-05T04:39:41Z

Nik: Created via Reels Reviewer extension

Interesting reel from Cancel This Podcast: Gaming & Culture

<blockquote>

</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1226868659323711/</embedvideo>

https://www.facebook.com/reel/1226868659323711

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

How AI Reacts to my Ugly Face Filter

2026-06-02T05:28:03Z

Nik: Created via Reels Reviewer extension

Interesting reel from Husk.irl.

<blockquote>
Husk.irl ·
Idk what to type here rn
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1291224209107788/</embedvideo>

https://www.facebook.com/reel/1291224209107788

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:funny]]

There's plastic in you right now

2026-06-01T18:18:19Z

Nik: Created via Reels Reviewer extension

Interesting reel from Gen Kimura

<blockquote>
There's plastic in you right now
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/846906128006148/</embedvideo>

https://www.facebook.com/reel/846906128006148

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Ecology]]

The Danger of Letting AI Negotiate for you

2026-05-29T22:15:12Z

Nik:

Interesting reel from Husk.irl.

<blockquote>
Did I pay too much?
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1488398896083278/</embedvideo>

https://www.facebook.com/reel/1488398896083278

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:ChatGPT]]

The Danger of Letting AI Negotiate for you

2026-05-29T22:14:35Z

Nik: Created via Reels Reviewer extension

Interesting reel from Groups.

<blockquote>
Did I pay too much?
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1488398896083278/</embedvideo>

https://www.facebook.com/reel/1488398896083278

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:ChatGPT]]

Category:Chris Elston

2026-05-29T00:55:37Z

Nik: Create Chris Elston category

__NOTOC__
Articles featuring [https://www.billboardchris.com Chris Elston] ("Billboard Chris").

Chris Elston makes a really good point about perpetual revolution.

2026-05-29T00:55:27Z

Nik: Add Chris Elston category; add __NOTOC__

__NOTOC__
Interesting reel from Arielle Scarcella

<blockquote>
Listen to why queer rights exploded… he nails it
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1315742733768854/</embedvideo>

https://www.facebook.com/reel/1315742733768854

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Politics]]
[[Category:Gay Rights]]
[[Category:Chris Elston]]

Chris Elston - Why do you care so much?

2026-05-29T00:55:25Z

Nik: Add Chris Elston category; add __NOTOC__

__NOTOC__
Interesting reel from Chris Elston.

<blockquote>
Los Angeles, CA, United States
“Why do you care so much?”, he asks me.
Wrong question.
The correct question is why don’t you care that kids are being sterilized and having healthy body parts removed?
———
If you wish to support my campaign to stop this child abuse, I really appreciate your help.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/689926590522675/</embedvideo>

https://www.facebook.com/reel/689926590522675

==See also==
* https://www.billboardchris.com/donate

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Chris Elston]]

Chris Elston makes a really good point about perpetual revolution.

2026-05-29T00:44:10Z

Nik: Created via Reels Reviewer extension

Interesting reel from Arielle Scarcella

<blockquote>
Listen to why queer rights exploded… he nails it
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1315742733768854/</embedvideo>

https://www.facebook.com/reel/1315742733768854

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Politics]]
[[Category:Gay Rights]]

Krista Haynes Ford and her husband

2026-05-28T21:51:45Z

Nik: Created via Reels Reviewer extension

Interesting reel from Mario4thenorth

<blockquote>
Meet Krista Haynes Ford. She is the daughter of Doug Ford. Her & her husband are going through a lot right now. Their story is unfair & surreal.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/903750222290503/</embedvideo>

https://www.facebook.com/reel/903750222290503

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Politics]]
[[Category:Free Speech]]

Category:Psychology

2026-05-28T21:46:17Z

Nik: Created page with "Category:Categories"

[[Category:Categories]]

The psychology of choices

2026-05-28T21:45:44Z

Nik: Created via Reels Reviewer extension

Interesting reel from House-off-Elite

<blockquote>
House-off-Elite ·
The psychology of choices
#choices #psychologyofchoices #motivation #élite See less
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1613422499700271/</embedvideo>

https://www.facebook.com/reel/1613422499700271

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Psychology]]

Graphify

2026-05-24T02:53:27Z

Nik: Created via Reels Reviewer extension

Interesting reel from Duncan Rogoff.

<blockquote>
Most people think Claude Code usage limits are unavoidable.
They’re not.
The real problem is context loading.
Every new session re-reads huge parts of your codebase and burns tokens instantly.
That’s where Graphify comes in.
It maps your entire codebase into a knowledge graph so Claude navigates relationships instead of constantly re-reading files.
→ Fewer tokens burned
→ Faster sessions
→ Better continuity across projects
Reality check:
This won’t magically improve bad code architecture.
Messy codebases still create messy outputs.
But for large projects, this is a massive optimization.
Comment “REPO” and I’ll send you the GitHub link.
#aitools #claudecode #github #automation #coding See less
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1680793059781383/</embedvideo>

https://www.facebook.com/reel/1680793059781383

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

First US president to appoint openly gay cabinet member

2026-05-23T05:57:06Z

Nik: Created via Reels Reviewer extension

Interesting reel from Thepoliticalmixster

<blockquote>
Thepoliticalmixster · Original audio
If you’re gay and you’re watching this, be like them.
#ThePoliticalMixster #Trump #Pride See less
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/886931560825470/</embedvideo>

https://www.facebook.com/reel/886931560825470

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

Talk - This is a nuanced point and thus doomed

2026-05-23T05:54:57Z

Nik: Created via Reels Reviewer extension

Interesting reel from Author Jason K Pargin

<blockquote>
This is a nuanced point and thus doomed
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/2984755931713540/</embedvideo>

https://www.facebook.com/reel/2984755931713540

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

BC Hydro is running a deficit

2026-05-23T05:50:56Z

Nik: Created via Reels Reviewer extension

Interesting reel from The Loonie Hour

<blockquote>
The Loonie Hour · Original audio
BC Hydro is running a deficit, who would have thought banning use of natural gas could be a bad thing…
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1303113128612722/</embedvideo>

https://www.facebook.com/reel/1303113128612722

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

Rare to have a female shooter

2026-05-23T05:43:48Z

Nik: Created via Reels Reviewer extension

Interesting reel from Brad Polumbo

<blockquote>
Brad Polumbo · Original audio
And people WONDER why no one trusts mainstream media?!?
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1584727226155369/</embedvideo>

https://www.facebook.com/reel/1584727226155369

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

The future is exciting and abundant - Bezos

2026-05-23T05:42:10Z

Nik: Created via Reels Reviewer extension

Interesting reel from Avery Daye.

<blockquote>
I like based bezos. The future is exciting and abundant!
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/975453181878223/</embedvideo>

https://www.facebook.com/reel/975453181878223

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

20 years ago Tom Cruise was mocked on national television for criticizing psychiatry

2026-05-22T20:26:01Z

Nik: Created via Reels Reviewer extension

Interesting reel from Dr. Josef

<blockquote>
Twenty years ago, Tom Cruise was mocked on national television for criticizing psychiatry and psychiatric drugs. Doctors said he was reckless. The media said he was dangerous.
In this video, I go back and review exactly what he said and compare it to what we actually know today from the research. The chemical imbalance theory. ADHD medications. Long-term outcomes. What was true, what was overstated, and where the public was misled.
This isn’t about defending Tom Cruise. It’s about honesty. Much of what was dismissed in 2005 has since been quietly walked back, while the harms were minimized for years.
If you care about mental health, medication, or how medical narratives are created and sold, this conversation matters.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1765203521102329/</embedvideo>

https://www.facebook.com/reel/1765203521102329

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

Importing rapists must stop

2026-05-19T17:23:49Z

Nik: Created via Reels Reviewer extension

Sad reel from Braeden Sorbo

<blockquote>
This has to stop
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1475972740979220/</embedvideo>

https://www.facebook.com/reel/1475972740979220

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

AI impact going to be bigger than Covid

2026-05-16T19:24:38Z

Nik:

Interesting reel from Natalie Choprasert

<blockquote>
Something massive is coming in AI... this honestly gave me chills just seeing what has evolved over the last 1-2mo. I don't think we are ready..
#ai #artificialintelligence #brandnat #nataliechoprasert
</blockquote>

Part I
<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1622192728974714/</embedvideo>

Part II
<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/597383583470120/</embedvideo>

* https://www.facebook.com/reel/1622192728974714
* https://www.facebook.com/reel/597383583470120
[[Category:2026 Articles]]
[[Category:Facebook Reels]]

AI impact going to be bigger than Covid

2026-05-16T19:23:31Z

Nik: Created via Reels Reviewer extension

Interesting reel from Natalie Choprasert

<blockquote>
Something massive is coming in AI... this honestly gave me chills just seeing what has evolved over the last 1-2mo. I don't think we are ready..
#ai #artificialintelligence #brandnat #nataliechoprasert
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1622192728974714/</embedvideo>

https://www.facebook.com/reel/1622192728974714

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

What if the food on your plate was making your symptoms worse or better?

2026-05-16T19:22:20Z

Nik: Created via Reels Reviewer extension

Interesting reel from Dr. Josef

<blockquote>
What if the food on your plate was making your symptoms worse or better?
Schizophrenia affects millions, yet conventional treatment almost never touches diet. A growing body of research is pointing to a surprising link between what we eat and how our brain functions, and for some patients, dietary changes have led to improvements that medication alone couldn't achieve.
In this video, we dig into the science behind gluten sensitivity, gut-brain communication, and the nutritional deficiencies tied to psychosis and why this conversation is being left out of most psychiatric offices. See less
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1214288617532468/</embedvideo>

https://www.facebook.com/reel/1214288617532468

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Health]]

Civic nationalism is a delusion that will erase European identity

2026-05-16T05:38:56Z

Nik: Created via Reels Reviewer extension

Interesting reel from Groups.

<blockquote>
Michael McCarthy

· Subscribe
Civic nationalism is a delusion that will erase European identity.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/837422835937318/</embedvideo>

https://www.facebook.com/reel/837422835937318

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Politics]]

8 states have ordered pet stores not to sell dogs or cats

2026-05-16T05:37:31Z

Nik: Created via Reels Reviewer extension

Interesting reel from John Stossel

<blockquote>
8 states have ordered pet stores not to sell dogs or cats. More bans are in the works.
Activists say it’s needed to stop puppy and kitten “mills.” Those breeders abuse animals.
Will your local pet store soon be illegal?
Most bans make things worse:
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/763915420089477/</embedvideo>

https://www.facebook.com/reel/763915420089477

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

Epstein Pt 1

2026-05-16T05:35:02Z

Nik: Created via Reels Reviewer extension

Interesting reel from Chatty Annie

<blockquote>
🙏🏼✝️
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/2361017487677561/</embedvideo>

https://www.facebook.com/reel/2361017487677561

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Politics]]

Their land. Their jurisdiction. Their problem. On their dime

2026-05-16T05:29:21Z

Nik: Created via Reels Reviewer extension

Interesting reel from Mario4thenorth

<blockquote>
Their land. Their jurisdiction. Their problem. On their dime.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1320840066445857/</embedvideo>

https://www.facebook.com/reel/1320840066445857

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Politics]]

The Refugees Are Going Home For Vacation.

2026-05-16T05:25:50Z

Nik: Created via Reels Reviewer extension

Interesting reel from The Older Millennial FAN.

<blockquote>
The Older Millennial FANS · Original audio
The Refugees Are Going Home For Vacation.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1210542723832824/</embedvideo>

https://www.facebook.com/reel/1210542723832824

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Good Ideas]]

6 free books in history, economics, math, science, and logic train the same foundations top universities use

2026-05-16T04:27:21Z

Nik: Created via Reels Reviewer extension

Interesting reel from Stephen Petro

<blockquote>
Stephen Petro · Original audio
You don’t need Ivy League tuition for elite-level thinking.
These 6 free books in history, economics, math, science, and logic train the same foundations top universities use.
The knowledge is free—if you’re willing to work for it.
Follow @thinkitthrough411 for more!
📘 Elite books, zero cost
🧠 Free education, real rigor
🔍 Study like the top 1%
Follow @thinkitthrough411 for more!
#Education #BookList #PersonalGrowth #SelfDirectedLearning
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/4447580935566897/</embedvideo>

https://www.facebook.com/reel/4447580935566897

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Books]]

Is AB already their own country?

2026-05-16T04:18:55Z

Nik: Created via Reels Reviewer extension

Interesting reel from Ethan Gyles

<blockquote>
Did Chat GPT confirm were being lied to
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1203155448469366/</embedvideo>

https://www.facebook.com/reel/1203155448469366

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Politics]]

There’s a netflix password sharing bubble

2026-05-16T04:03:58Z

Nik:

Interesting reel from AlmostFriday.tv

<blockquote>
There’s a netflix password sharing bubble
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/592074110544694/</embedvideo>

https://www.facebook.com/reel/592074110544694

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Funny]]

There’s a netflix password sharing bubble

2026-05-16T04:02:29Z

Nik: Created via Reels Reviewer extension

STƏYWƏTE:N̓ pronunciation

2026-05-10T03:47:20Z

Nik:

EBay

2026-05-09T21:46:19Z

Nik: Created via Reels Reviewer extension

Interesting reel from Ray William Johnson

<blockquote>
Poshmark would never 💅
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/2079789822598000/</embedvideo>

https://www.facebook.com/reel/2079789822598000

[[Category:2026 Articles]]
[[Category:Facebook Reels]]

UI UX Pro Max

2026-05-04T21:32:22Z

Nik:

Interesting reel from Julian Goldie

<blockquote>
[[Claude]] just got a design brain 🤯
There’s a free skill called UI UX Pro Max that massively upgrades Claude’s ability to design beautiful interfaces and build better UI.
Install it once and Claude becomes dramatically better at layouts, styling, UX decisions, and front-end code.
If you use Claude for building apps, this is a must-have.
#Claude #ClaudeCode #UIUX #Design #AI #ArtificialIntelligence #Frontend #OpenSource #Github #Developer
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1912761572732689/</embedvideo>

https://www.facebook.com/reel/1912761572732689

==See also==
* https://github.com/nextlevelbuilder/ui-ux-pro-max-skill

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:Claude Skills]]
[[Category:Anthropic]]
[[Category:GitHub Repo]]
[[Category:Software Development Tools]]

Category:GitHub Repo

2026-05-04T21:31:10Z

Nik: Created page with "Category:Open Source"

[[Category:Open Source]]

Auto Browser

2026-05-04T21:31:07Z

Nik:

Interesting reel from Wassim younes AI

<blockquote>
Wassim younes AI ·
Comment "browser" I'll send it over⬇️ Auto browsing finally arrived. This is a cool one ☝️
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1309051974439886/</embedvideo>

https://www.facebook.com/reel/1309051974439886

== About Auto Browser ==
'''Auto Browser''' is an open-source, MCP-native browser control plane by '''LvcidPsyche'''. It gives LLM agents a real, shared [[Playwright]] browser session with a human in the loop — so an agent can drive the browser, but a person can take over via [[noVNC]] when a workflow gets brittle (logins, CAPTCHAs, weird modals).

It targets authorized workflows: internal dashboards, admin tools, operator-assisted QA, and "log in once, reuse later" account automation. The project is explicit that '''it is not''' built for stealth scraping, CAPTCHA solving, or anti-bot evasion.

=== What it provides ===
* '''[[Model Context Protocol|MCP]]-native''' — exposes the browser as MCP tools over HTTP and stdio, usable from [[Claude Desktop]], [[Cursor]], or any MCP client
* '''Real browser sessions''' — Playwright-backed, with screenshots, DOM summaries, OCR excerpts, tab control, downloads, network inspection
* '''Human takeover''' — live noVNC view of the same session, so an operator can step in mid-flow
* '''Reusable auth profiles''' — log in once manually, save the session, reopen new sessions already authenticated
* '''Safety rails''' — approval gates, operator identity headers, audit events, PII scrubbing, "Witness" receipts, compliance protection profiles
* '''Local-first''' — full stack runs on your machine via Docker Compose (or one-click in GitHub Codespaces)
* '''REST API''' alongside MCP, for curl-first or non-agent integrations

=== Quickstart ===
<pre>
git clone https://github.com/LvcidPsyche/auto-browser.git
cd auto-browser
docker compose up --build
</pre>
Then open:
* API docs: <code>http://127.0.0.1:8000/docs</code>
* Operator dashboard: <code>http://127.0.0.1:8000/dashboard</code>
* Visual takeover (noVNC): <code>http://127.0.0.1:6080/vnc.html?autoconnect=true&resize=scale</code>

All ports bind to <code>127.0.0.1</code> by default.

=== Links ===
* '''GitHub:''' [https://github.com/LvcidPsyche/auto-browser github.com/LvcidPsyche/auto-browser] — MIT licensed, 330+ stars, current release v1.0.2
* '''Glama listing:''' [https://glama.ai/mcp/servers/LvcidPsyche/auto-browser glama.ai MCP directory]
* '''Codespaces (one-click demo):''' [https://codespaces.new/LvcidPsyche/auto-browser?quickstart=1 Open in Codespaces]

=== Related ===
* [[Claude Code]] / [[Claude Desktop]] — natural MCP clients for driving Auto Browser
* [[Wan2GP]] — sibling reel from the same Wassim Younes AI series (video generation for the GPU poor)

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:GitHub Repo]]
[[Category:Browser Automation]]
[[Category:MCP]]
__NOTOC__

Wan2GP

2026-05-04T21:30:36Z

Nik:

Interesting reel from Wassim younes AI

<blockquote>
I'll send it over 🔥 video generations included free. Implement it into Claude code ai agents will take over the rest
Unlimited in Claude code advice as well.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/2090944068154833/</embedvideo>

https://www.facebook.com/reel/2090944068154833

== About Wan2GP ==
'''Wan2GP''' (also branded '''WanGP''') is an open-source AI video generation toolkit by [[deepbeepmeep]], aimed at "the GPU Poor" — users who want to run state-of-the-art video models on consumer or older GPUs. Rather than being a single model, it is a unified frontend that wraps a wide catalog of generative models behind one web UI.

Supported model families include '''Wan 2.1 / 2.2''', '''Hunyuan Video''', '''LTX Video / LTX-2''', '''Flux''', '''Qwen Image''', '''Z-Image''', '''Kandinsky''', and others. The project is written in Python and has been under very active development through 2026.

=== Why it stands out ===
* '''Low VRAM''' — some models run on as little as 6 GB of VRAM
* '''Old GPU support''' — works on Nvidia RTX 10-series, 20-series, and AMD RDNA 2/3/4 cards
* '''Quantized checkpoints''' — int8, fp8, GGUF, NV FP4, and Nunchaku formats
* '''Auto model download''' — pulls the right variant for your hardware
* '''Built-in tools''' — mask editor, prompt enhancer, MMAudio, pose/depth/flow extractors, motion designer
* '''Plugin system''' — gallery browser, upscaler, model manager, CivitAI browser/downloader
* '''LoRA support''' for per-model customization
* '''Queue and headless modes''' for batch generation from the CLI
* '''Recent additions (April 2026)''': Vista 4D video reshooting, SAM3-powered Magic Mask, LTX-2.3 SDR-to-HDR conversion, outpainting via IC LoRA

=== Links ===
* '''GitHub:''' [https://github.com/deepbeepmeep/Wan2GP github.com/deepbeepmeep/Wan2GP] — MIT-style license, 5,400+ stars
* '''Discord:''' [https://discord.gg/g7efUW9jGV WanGP community server]
* '''Author on X:''' [https://x.com/deepbeepmeep @deepbeepmeep]

=== Related ===
* [[Claude Code]] — the reel pitches wiring Wan2GP into Claude Code agents for unattended video generation
* [[Auto Browser]] — another agent-oriented tool from the same Wassim Younes AI reel series

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:GitHub Repo]]
[[Category:Open Source]]
[[Category:Video Generation]]

Introducing Concepts Before Words (Friction Example)

2026-05-02T16:39:28Z

Nik: Created: friction-as-concept-before-word blog post (lost to Google)

Auto Browser

2026-04-30T22:59:37Z

Nik:

Interesting reel from Wassim younes AI

<blockquote>
Wassim younes AI ·
Comment "browser" I'll send it over⬇️ Auto browsing finally arrived. This is a cool one ☝️
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1309051974439886/</embedvideo>

https://www.facebook.com/reel/1309051974439886

== About Auto Browser ==
'''Auto Browser''' is an open-source, MCP-native browser control plane by '''LvcidPsyche'''. It gives LLM agents a real, shared [[Playwright]] browser session with a human in the loop — so an agent can drive the browser, but a person can take over via [[noVNC]] when a workflow gets brittle (logins, CAPTCHAs, weird modals).

It targets authorized workflows: internal dashboards, admin tools, operator-assisted QA, and "log in once, reuse later" account automation. The project is explicit that '''it is not''' built for stealth scraping, CAPTCHA solving, or anti-bot evasion.

=== What it provides ===
* '''[[Model Context Protocol|MCP]]-native''' — exposes the browser as MCP tools over HTTP and stdio, usable from [[Claude Desktop]], [[Cursor]], or any MCP client
* '''Real browser sessions''' — Playwright-backed, with screenshots, DOM summaries, OCR excerpts, tab control, downloads, network inspection
* '''Human takeover''' — live noVNC view of the same session, so an operator can step in mid-flow
* '''Reusable auth profiles''' — log in once manually, save the session, reopen new sessions already authenticated
* '''Safety rails''' — approval gates, operator identity headers, audit events, PII scrubbing, "Witness" receipts, compliance protection profiles
* '''Local-first''' — full stack runs on your machine via Docker Compose (or one-click in GitHub Codespaces)
* '''REST API''' alongside MCP, for curl-first or non-agent integrations

=== Quickstart ===
<pre>
git clone https://github.com/LvcidPsyche/auto-browser.git
cd auto-browser
docker compose up --build
</pre>
Then open:
* API docs: <code>http://127.0.0.1:8000/docs</code>
* Operator dashboard: <code>http://127.0.0.1:8000/dashboard</code>
* Visual takeover (noVNC): <code>http://127.0.0.1:6080/vnc.html?autoconnect=true&resize=scale</code>

All ports bind to <code>127.0.0.1</code> by default.

=== Links ===
* '''GitHub:''' [https://github.com/LvcidPsyche/auto-browser github.com/LvcidPsyche/auto-browser] — MIT licensed, 330+ stars, current release v1.0.2
* '''Glama listing:''' [https://glama.ai/mcp/servers/LvcidPsyche/auto-browser glama.ai MCP directory]
* '''Codespaces (one-click demo):''' [https://codespaces.new/LvcidPsyche/auto-browser?quickstart=1 Open in Codespaces]

=== Related ===
* [[Claude Code]] / [[Claude Desktop]] — natural MCP clients for driving Auto Browser
* [[Wan2GP]] — sibling reel from the same Wassim Younes AI series (video generation for the GPU poor)

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:AI]]
[[Category:Open Source]]
[[Category:Browser Automation]]
[[Category:MCP]]
__NOTOC__

Auto Browser

2026-04-30T22:57:36Z

Nik: Add Auto Browser project context, GitHub link, quickstart, and related-project cross-links

Interesting reel from Wassim younes AI

<blockquote>
Wassim younes AI ·
Comment "browser" I'll send it over⬇️ Auto browsing finally arrived. This is a cool one ☝️
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/1309051974439886/</embedvideo>

https://www.facebook.com/reel/1309051974439886

== About Auto Browser ==
'''Auto Browser''' is an open-source, MCP-native browser control plane by '''LvcidPsyche'''. It gives LLM agents a real, shared [[Playwright]] browser session with a human in the loop — so an agent can drive the browser, but a person can take over via [[noVNC]] when a workflow gets brittle (logins, CAPTCHAs, weird modals).

It targets authorized workflows: internal dashboards, admin tools, operator-assisted QA, and "log in once, reuse later" account automation. The project is explicit that '''it is not''' built for stealth scraping, CAPTCHA solving, or anti-bot evasion.

=== What it provides ===
* '''[[Model Context Protocol|MCP]]-native''' — exposes the browser as MCP tools over HTTP and stdio, usable from [[Claude Desktop]], [[Cursor]], or any MCP client
* '''Real browser sessions''' — Playwright-backed, with screenshots, DOM summaries, OCR excerpts, tab control, downloads, network inspection
* '''Human takeover''' — live noVNC view of the same session, so an operator can step in mid-flow
* '''Reusable auth profiles''' — log in once manually, save the session, reopen new sessions already authenticated
* '''Safety rails''' — approval gates, operator identity headers, audit events, PII scrubbing, "Witness" receipts, compliance protection profiles
* '''Local-first''' — full stack runs on your machine via Docker Compose (or one-click in GitHub Codespaces)
* '''REST API''' alongside MCP, for curl-first or non-agent integrations

=== Quickstart ===
<pre>
git clone https://github.com/LvcidPsyche/auto-browser.git
cd auto-browser
docker compose up --build
</pre>
Then open:
* API docs: <code>http://127.0.0.1:8000/docs</code>
* Operator dashboard: <code>http://127.0.0.1:8000/dashboard</code>
* Visual takeover (noVNC): <code>http://127.0.0.1:6080/vnc.html?autoconnect=true&resize=scale</code>

All ports bind to <code>127.0.0.1</code> by default.

=== Links ===
* '''GitHub:''' [https://github.com/LvcidPsyche/auto-browser github.com/LvcidPsyche/auto-browser] — MIT licensed, 330+ stars, current release v1.0.2
* '''Glama listing:''' [https://glama.ai/mcp/servers/LvcidPsyche/auto-browser glama.ai MCP directory]
* '''Codespaces (one-click demo):''' [https://codespaces.new/LvcidPsyche/auto-browser?quickstart=1 Open in Codespaces]

=== Related ===
* [[Claude Code]] / [[Claude Desktop]] — natural MCP clients for driving Auto Browser
* [[Wan2GP]] — sibling reel from the same Wassim Younes AI series (video generation for the GPU poor)

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:AI]]
[[Category:Open Source]]
[[Category:Browser Automation]]
[[Category:MCP]]

Wan2GP

2026-04-30T22:57:36Z

Nik: Add Wan2GP project context, GitHub link, and related-project cross-links

Interesting reel from Wassim younes AI

<blockquote>
I'll send it over 🔥 video generations included free. Implement it into Claude code ai agents will take over the rest
Unlimited in Claude code advice as well.
</blockquote>

<embedvideo service="facebook" dimensions="400x600">https://www.facebook.com/659481510/videos/2090944068154833/</embedvideo>

https://www.facebook.com/reel/2090944068154833

== About Wan2GP ==
'''Wan2GP''' (also branded '''WanGP''') is an open-source AI video generation toolkit by [[deepbeepmeep]], aimed at "the GPU Poor" — users who want to run state-of-the-art video models on consumer or older GPUs. Rather than being a single model, it is a unified frontend that wraps a wide catalog of generative models behind one web UI.

Supported model families include '''Wan 2.1 / 2.2''', '''Hunyuan Video''', '''LTX Video / LTX-2''', '''Flux''', '''Qwen Image''', '''Z-Image''', '''Kandinsky''', and others. The project is written in Python and has been under very active development through 2026.

=== Why it stands out ===
* '''Low VRAM''' — some models run on as little as 6 GB of VRAM
* '''Old GPU support''' — works on Nvidia RTX 10-series, 20-series, and AMD RDNA 2/3/4 cards
* '''Quantized checkpoints''' — int8, fp8, GGUF, NV FP4, and Nunchaku formats
* '''Auto model download''' — pulls the right variant for your hardware
* '''Built-in tools''' — mask editor, prompt enhancer, MMAudio, pose/depth/flow extractors, motion designer
* '''Plugin system''' — gallery browser, upscaler, model manager, CivitAI browser/downloader
* '''LoRA support''' for per-model customization
* '''Queue and headless modes''' for batch generation from the CLI
* '''Recent additions (April 2026)''': Vista 4D video reshooting, SAM3-powered Magic Mask, LTX-2.3 SDR-to-HDR conversion, outpainting via IC LoRA

=== Links ===
* '''GitHub:''' [https://github.com/deepbeepmeep/Wan2GP github.com/deepbeepmeep/Wan2GP] — MIT-style license, 5,400+ stars
* '''Discord:''' [https://discord.gg/g7efUW9jGV WanGP community server]
* '''Author on X:''' [https://x.com/deepbeepmeep @deepbeepmeep]

=== Related ===
* [[Claude Code]] — the reel pitches wiring Wan2GP into Claude Code agents for unattended video generation
* [[Auto Browser]] — another agent-oriented tool from the same Wassim Younes AI reel series

[[Category:2026 Articles]]
[[Category:Facebook Reels]]
[[Category:AI]]
[[Category:Open Source]]
[[Category:Video Generation]]