Abin Varghese @_coffeedrinker_
CEO + AI @CoffeeAI_X #CoffeeEnthusiast #guitarist, #boxer, #unfunny. while True: https://t.co/gGLuiNgATM() coffeeai.co London, United Kingdom Joined April 2018-
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Finally had a chance to listen through this pod with Sutton, which was interesting and amusing. As background, Sutton's "The Bitter Lesson" has become a bit of biblical text in frontier LLM circles. Researchers routinely talk about and ask whether this or that approach or idea…
Finally had a chance to listen through this pod with Sutton, which was interesting and amusing. As background, Sutton's "The Bitter Lesson" has become a bit of biblical text in frontier LLM circles. Researchers routinely talk about and ask whether this or that approach or idea…
i reckon, soon we'll start seeing a plateauing of LLM usability. at its core, it's supervised learning. it learns from data. not from experience. true intelligence demands that!
i was really happy until i was only an #AIEngineer. reading papers, trying to implement them. but tryna get @CoffeeAI_X off the ground, one thing i am forced to become good at is Context Switching, - to keep abreast of these deep verticals. i've started to enjoy it.
as LLMs are to Devs, so is speaking to customers to CEOs in a startup. the best way to test hypothesis, make mistakes, roll back, set direction and build on the momentum is to quite literally talk to them imo.
Introducing EmbeddingGemma, our newest open model that can run completely on-device. It's the top model under 500M parameters on the MTEB benchmark and comparable to models nearly 2x its size – enabling state-of-the-art embeddings for search, retrieval + more.
Check out my latest article: Why Simple GPT Wrappers Cannot (and Hopefully Will Not) Be Effective AI Tutors linkedin.com/pulse/why-simp… via @LinkedIn
SWEs solve a problem by identifying the context (codebase) and go into the rabbit hole - debugging logs, incremental steps etc. LLMs do the exact same thing - look at the context and predict the next token. that's why LLMs are getting good at coding.
#edtech needs to change, and the change is coming
i thought coding is tough until i tried to start my own gig. Coding is just a sail now!
Our Gemini bill last month was roughly the same as my yearly salary when I moved to SF 💀
Cool demo of a GUI for LLMs! Obviously it has a bit silly feel of a “horseless carriage” in that it exactly replicates conventional UI in the new paradigm, but the high level idea is to generate a completely ephemeral UI on demand depending on the specific task at hand.
Cool demo of a GUI for LLMs! Obviously it has a bit silly feel of a “horseless carriage” in that it exactly replicates conventional UI in the new paradigm, but the high level idea is to generate a completely ephemeral UI on demand depending on the specific task at hand.
Mildly obsessed with what the "highest grade" pretraining data stream looks like for LLM training, if 100% of the focus was on quality, putting aside any quantity considerations. Guessing something textbook-like content, in markdown? Or possibly samples from a really giant model?…

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