Amit

AIClub. Previously Founder/CTO at Jasper and Andale.

[Amit @amitamit]

@deedydas @championswimmer Agreed!!

At Jasper as well - we maintained reasonable work hours - I'd guess ~60 hours/week.

Working longer => you do not spend enough time thinking about what truly adds value to the business.

[SamuelGoldman @SWGoldman]

A surprising number of people refuse to understand that idealized Oxbridge-style teaching and exams are incompatible with the mass higher ed that Americans invented and now take for granted.

[Amit @amitamit]

@kareem_carr Tell the AI to write code. But first have extended discussions about the code design and trade-offs. And when the code is written, run it, figure out where it doesnt work the way I want, then have more discussions. Rinse-repeat.

[Amit @amitamit]

@arvidkahl CLIs are "naturally well-represented" in the training data - LLMs are able to use them effectively; plus classic Unix-style composability.

[Amit @amitamit]

@lateinteraction YES!!

[Amit @amitamit]

@vikhyatk This requires over 100 Trillion floating point operations. Brute-force human computation not feasible. I'd answer (like @_xjdr ) with <BOS> or some random token, and claim that that is what the sampling got.

[Amit @amitamit]

@EpistemicHope No - this is not dishonest. And PG is one of the most ethical persons in tech.

This is a thought exercise - kinda like: "What if a bear was chasing you". The idea is to break free from the mental constraints that automatically kick in, absent such constraint-breakers.

[Amit @amitamit]

@chrisalbon Assuming FP8, general rule of thumb is 1.2*model size. To run gpt-oss-20B, you'll need 24GB. Less if you quantize down etc.

[Amit @amitamit]

@Playerinthgame Water consumed by a data center is similar to that consumed by a Golf Course. And in each case, the customer is paying for water, not stealing it.

[Amit @amitamit]

@alz_zyd_ What about transaction costs? At small tariffs, can the overhead negate or even overwhelm the gains?

[Amit @amitamit]

@hollyotterbein This is not surprising; the doc is 2000+ page PDF - token count well over the context window for GPT5.2.

Daphne's tweet below has the correct approach - use an AI Agent to make multiple passes to go over the complete data. https://t.co/2ZoQo9gcki

[Daphne Banks @turnedintotree]

@hollyotterbein I got codex/5.3 to do this and I think it's right (spot check below). One-shotting longer tasks in chatgpt doesn't always work, but getting coding agents to write code to do a task usually does.

[Hugo Mercier @hugomercierooo]

𝗜𝗻𝘁𝗿𝗼𝗱𝘂𝗰𝗶𝗻𝗴 𝗧𝘄𝗶𝗻 — 𝘁𝗵𝗲 𝗔𝗜 𝗰𝗼𝗺𝗽𝗮𝗻𝘆 𝗯𝘂𝗶𝗹𝗱𝗲𝗿.
No setup. Secure. Infinitely scalable.

We just raised a $𝟭𝟬𝗠 𝘀𝗲𝗲𝗱.
After a beta with 𝟭𝟬𝟬,𝟬𝟬𝟬+ 𝗮𝗴𝗲𝗻𝘁𝘀 𝗱𝗲𝗽𝗹𝗼𝘆𝗲𝗱, we’re now opening to everyone.

RT and comment “Twin” — first agents on us. 👇

[Amit @amitamit]

@thsottiaux Browser control - for test automation.

[Amit @amitamit]

@theo Codex follows symlinks. I have my files elsewhere (under version control) and I just symlink that directory tree from within .codex - presume the others also support this set-up.

[Amit @amitamit]

@DrNeilStone I have!!

[Amit @amitamit]

@svpino I am using Codex. Been happy with it, and it runs off my ChatGPT subscription - no extra costs.

Agree that we individually need to master a small set of tools instead of chasing the latest trends.

[Amit @amitamit]

@lanreadelowo * an exited founder who *used to* have 10s of millions 😀

[Amit @amitamit]

@olivercameron Current stats are that ~40% of 18-year-olds have a traditional driver's license. I'd expect this to remain above 30% (so no more than a quarter decline) in five years.

[Jessica Simor KC @JMPSimor]

@ndrew62505 I’m not ilk.

[Amit @amitamit]

@michelleefang Yes please.