Our Gemini bill last month was roughly the same as my yearly salary when I moved to SF 💀

i thought coding is tough until i tried to start my own gig. Coding is just a sail now!

“Only compare yourself to younger you, never to others” Words to live by

#edtech needs to change, and the change is coming

AGI is here #GPT5

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.

If it's worth doing, it's worth doing poorly

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

Just installed an MCP that gives ChatGPT, Claude, and Cursor a shared memory, here's how it works:

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.

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.

Everyone ‘knows’ AGI will either make us all unemployed or fabulously wealthy. Except, a rather brilliant (and chilling) paper from a Yale economist suggests it's neither. It says the economy will boom, and our wages... won't. A bit awkward. I've been digging into this 2025

i was really happy until i was only an #AIEngineer. reading papers, trying to implement them. but tryna get Coffee AI 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.

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!

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

More of what my colleagues and I have been working on in AI for fusion is public now

imho, most CEOs are in no position to comment on AI, especially if it is around "AI replacing juniors". We underrate humans a bit too much. Human adaptability is surreal.