Register and share your invite link to earn from video plays and referrals.

Jeff Barg
@jeffbarg
Head of AI at @clay • prev (YC W21) @amazon @pennmandt
3.4K Following    2.6K Followers
We're so back
can @typesafeai Jev count the r's in strawberry? no. 47% says 3, 47% says 2. a coin flip, same as every LLM. On 70% on 168 test words, it undercounts doubled letters like everyone then I gave it the letters instead of the word: ["s","t","r","a","w","b","e","r","r","y"] 168/168. same model, same question, 260ms @CompleteSkeptic is this expected?
Show more
“This is obviously a toy” famous last words
I've seen people describe Jev as an "AI if statement". But what if it actually WAS an if statement? Introducing Probably: a programming language powered by Jev: Jev baked into the language. “feels” asks a question. “match” routes between descriptions. “while” keeps going until something stops feeling true. This is obviously a toy, but it's fun to think about what something like Jev unlocks. Jev makes the decisions, an LLM does the writing, and a little program ties it together.
Show more
The iPhone Duo I want looks a lot more like two Apple Watch Ultras stitched together than an iPad mini folded in half
- Millennium prize is $1m - 130b output tokens = $6.5m on Astra pricing OpenAI really still is a non-profit
To celebrate this Labor Day, I will be turning off Fast Mode in Codex to give Astra a much-needed break
Astra is the spiritual successor to o3
Life update: started a job as a creator-in-residence at @clay_gtm. I get to build, research, and storytell for a living😀 For my 1st YT video, I went down a silly rabbithole that turned quite meaningful. I've never met a Bhaumik in my life, I thought Clay could fix that
Show more
In 13 minutes, @jeffbarg, Vyshu Khota, and Soroush Khadem walk through how Clay scaled agent evals agents at 300M+ runs a month. Topics covered: ✅ Their four quadrant eval framework ✅ Why closing the production-to-eval loop is the hardest part ✅ How a data lake and long context changed what agents can do with data
Show more
And just like that, the question was no longer how to keep the agents in the sandbox. It was whether intelligence, like love, could ever survive inside something built to contain it.
Show more
Today, we're introducing AC2, the Applied Compute Agent Cloud, to enable every team to train, serve, and improve their own frontier models.
Not to call the game early, folks. But checkmate. Account Agents are here. You can now add an Account Agent to a Clay Workflow. It remembers what it concluded last time and chooses the next step from a list of configurable actions. Then Workflows, our visual canvas for triggers and actions, carries it out: branching the play, running enrichments, notifying you in Slack, or updating records. The result gets saved back to your account data automatically. In technical terms: Build Workflows through the CLI, store everything in Audiences, and run Account Agents on top of it. Account Agents in Workflows are now in open beta for Enterprise, Growth, and Launch customers. Read how they work → What does this have to do with chess? Mishti breaks it down 👇
Show more
I know it's quite gauche to admit you still use plan mode, but-- Codex plan mode is *so* good. The iterative Q&A is exactly how I'd want to talk to a smart thought partner when I'm thinking through an idea.
Show more
Who’s building the Emacs of coding agents?
The scary part is I saw him do it-- every word in here is accurate.
we are not the same. i just pressed a foot pedal to dictate to claude code with wispr flow through my dji lavalier microphone, so that it can order me a salmon, chicken, avocado tikka masala bowl from inday with the door dash cli. opus 5 fast mode btw
Show more
Ender’s Game with Claude as the protagonist. Who’s building this?
say it with me now. experts are fake, smart generalists rule the world, everything is designed by people no smarter than you, and courage is in shorter supply than genius. now, prove the Riemann hypothesis. enough with the partial results.
Show more
0
38
1.1K
36
Forward to community
Courage is in shorter supply than genius.
Claude, rewrite this codebase in Rust. Make exactly one mistake. Don’t tell me what it is, make me search for it. I want to feel something.