[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] [@muzzdotdev](/creator/twitter/muzzdotdev) "@pontusab nextjs - tanstack start redis - valkey supabase - convex no clue what these are AI Elements Pino Streamdown where are the telemetry services" [X Link](https://x.com/muzzdotdev/status/1980608071790735769) [@muzzdotdev](/creator/x/muzzdotdev) 2025-10-21T12:12Z XXX followers, XXX engagements "sooo it's essentially the embodiment of "a picture is worth a thousand words" A single vision token can encode the equivalent of multiple text tokens since text tokens have fixed representations while v tokens do not. I'm not sure but: Is using vision tokens just a precedent cause existing implementations are already in place to use those as a sort of "soft token" i.e alot of info bunched into one place Can we not use a more novel approach or is that irrelevant I am a vision noob" [X Link](https://x.com/muzzdotdev/status/1980327081956503741) [@muzzdotdev](/creator/x/muzzdotdev) 2025-10-20T17:35Z XXX followers, 1868 engagements "@theo Please talk about the real problems with go. This is not it. Iota behavior is well documented. Dont compare apples to oranges - iota = enums" [X Link](https://x.com/muzzdotdev/status/1981201588653105445) [@muzzdotdev](/creator/x/muzzdotdev) 2025-10-23T03:30Z XXX followers, XXX engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@muzzdotdev
"@pontusab nextjs - tanstack start redis - valkey supabase - convex no clue what these are AI Elements Pino Streamdown where are the telemetry services"
X Link @muzzdotdev 2025-10-21T12:12Z XXX followers, XXX engagements
"sooo it's essentially the embodiment of "a picture is worth a thousand words" A single vision token can encode the equivalent of multiple text tokens since text tokens have fixed representations while v tokens do not. I'm not sure but: Is using vision tokens just a precedent cause existing implementations are already in place to use those as a sort of "soft token" i.e alot of info bunched into one place Can we not use a more novel approach or is that irrelevant I am a vision noob"
X Link @muzzdotdev 2025-10-20T17:35Z XXX followers, 1868 engagements
"@theo Please talk about the real problems with go. This is not it. Iota behavior is well documented. Dont compare apples to oranges - iota = enums"
X Link @muzzdotdev 2025-10-23T03:30Z XXX followers, XXX engagements
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