Jay Hack @mathemagic1an
Founder/CEO @codegen. Tweets about AI, computing, and their impacts on society. Previously did startups, @palantir, @stanford. Not a pseudonym. jay.ai San Francisco Joined May 2013-
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It’s surprising to me that ChatGPT lacks spatial awareness about the keyboard Many results relating to geography and similar have shown there’s an internal representation that’s ~isomorphic to a map Why not the keyboard? Less content available describing it?
There are so many hackathons because there are so many people selling shovels
Eventually, codegen is the answer to everything.
"Maybe LLMs have been so successful because language itself has evolved over 1000s of years to be the scaffold in which human minds grow." @_sholtodouglas: “People who work in other modalities have to put enormous amounts of thought into exactly what the right representation…
Sometimes I just look at the wall and wonder what would it be like if RETRO worked like the authors claimed arxiv.org/abs/2112.04426
I asked Claude 3 to generate an animation for the POV of a neuron in a large neural net. it gave me this:
Useful LLM application you could ship today: Many articles by folks like @Noahpinion on substack etc. are filled with links for references Ingest the linked pages and find the specific passages being referenced, then update the links to point to highlighted text
Google presents Genie Generative Interactive Environments introduce Genie, the first generative interactive environment trained in an unsupervised manner from unlabelled Internet videos. The model can be prompted to generate an endless variety of action-controllable virtual…
ALOHA: learn fine-grained robotic manipulation via imitation learning tonyzhaozh.github.io/aloha/ Learns policies for e.g. taking Airpods out of their cases etc. with under 10 minutes of human demonstration data
PCB design is an underrated application of code generation One of the most tedious tasks that previously eluded automation LLMs and traditional optimization techniques allow you to bring this to prod
PCB design is an underrated application of code generation One of the most tedious tasks that previously eluded automation LLMs and traditional optimization techniques allow you to bring this to prod
The Python interpreter is an incredibly rich environment for self-play and synthetic data generation OpenAI’s dominance in code generation is likely related to the fact that they are already heavily leveraging it internally
The Python interpreter is an incredibly rich environment for self-play and synthetic data generation OpenAI’s dominance in code generation is likely related to the fact that they are already heavily leveraging it internally
Many have beaten this dead horse but standardized testing is the *most* fair/equitable way of doing admissions It’s shocking that higher ed (and magnet schools like Lowell in SF) were ever caught up in the psyop that removing it was somehow progressive
Many have beaten this dead horse but standardized testing is the *most* fair/equitable way of doing admissions It’s shocking that higher ed (and magnet schools like Lowell in SF) were ever caught up in the psyop that removing it was somehow progressive
We’re super impressed by @itsandrewgao @andrewparkk @mollycantillon ‘s hack at @hackwithtrees: - sophisticated ML methods - real/viable product vision - creative use of latest tech Our pleasure at @codegen to award them our “best use of agents” prize 🏆🏆🏆 Congrats!
We’re super impressed by @itsandrewgao @andrewparkk @mollycantillon ‘s hack at @hackwithtrees: - sophisticated ML methods - real/viable product vision - creative use of latest tech Our pleasure at @codegen to award them our “best use of agents” prize 🏆🏆🏆 Congrats!
The @codegen booth at @hackwithtrees goes hard Come get a free chair massage while you hack
A common take has been”10mm context kills RAG” Clearly wrong IMO We have GPT-4 128k and yet it still makes sense to run RAG and retrieve a smaller number of samples in many scenarios If we had a model that could span arbitrarily large datasets w/ inference cost similar to…
A common take has been”10mm context kills RAG” Clearly wrong IMO We have GPT-4 128k and yet it still makes sense to run RAG and retrieve a smaller number of samples in many scenarios If we had a model that could span arbitrarily large datasets w/ inference cost similar to…
Team @codegen is at @hackwithtrees for the next 48 hours! Come say hey and learn about the bleeding edge of code generation at enterprise scale 🙌🤩
Riley Goodside @goodside
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From Claude100K to Gemini10M, we are in the era of long context language models. Why and how a language model can utilize information at any input locations within long context? We discover retrieval heads, a special type of attention head responsible for long-context factuality
This this this this this
Thrilled to finally share what I’ve been working on! Nominal is the culmination of so much of my experience and passion. A year ago we were a rag-tag team, and I pinch myself every morning now because of the rapid progress we are making… nominal.io
We are on an industrial software collision course - Nominal’s mission is to solve that. Today we’re excited to introduce the faster, more reliable way to validate mission-critical systems. Nominal is a data platform that allows users to connect their machines to the humans who…
I think we really are underselling how cooked Facebook is. This is a 17,000 member group called "Facebook complaints center" made up of people that post like they recently got a concussion
@Will_Bunch Anti-nuclear protestors gave us climate change.
✨ Thrilled to share the good news that I’ve been promoted to General Partner. It’s such a privilege to step into this role alongside our first-ever AI x infrastructure fund and lead our efforts in backing transformational enterprise and infra companies.✨ a16z.com/new-funds-new-…
My first time seeing a Ramp ad in person this morning on my walk to the office. New round + our marketing team’s timing is locked in 🔐
Ramp is completing a $150 million Series D-2 funding round, raising the company’s valuation to $7.65 billion. This round was co-led by @khoslaventures and @foundersfund, with additional new investors @sequoia, @GreylockVC, and @8vc. Our existing investors @ThriveCapital,…
Coding is the frontier of AI. Excited to push the two frontiers of AI coding: 1. SWE(-bench/agent) 2. Olympiad programming (this tweet) Introduce USACO benchmark: * inference methods (RAG/reflect) help a bit: 9->20% * human feedback helps a lot: 0->86%! princeton-nlp.github.io/USACOBench/
"Our reverence for the truth might be a distraction that's getting in the way of finding common ground and getting things done." — NPR CEO Katherine Maher
Presenting: the world's fastest AI voice chat - 500ms latency, running locally, 2x faster than anyone else. How is this possible? 👇
Some personal news: Earlier this year, I decided to step away from Mem. It’s been an amazing 4.5 years since founding the company (and nearly 9 since @kevinfmoody and I first started talking about the idea!).
amjad is right. coding is not programming. in the future AIs will write all our code and we will still be programming. that future is going to be really exciting and i can’t wait for it
My view is that it’s probably the best time to learn coding because you will need less of it and produce increasingly more magic. Eventually “coding” will almost entirely be natural language, but you will still be programming. You will be paid for your creativity and ability to…
Doesn’t get better than this
When is the best time to split the monorepo? When someone else is about to surpass your commit count.