Co-Founder @_wrangle | Stanford CS/ML

bay area
Why?
We built Money Agent, a personal finance assistant powered by @Alibaba_Qwen 3.8 27B on Cerebras. Now you can turn a home-buying question into a real-time conversation, then into a financial goal, faster.
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Exhaustively search talent pools w Wrangle
Introducing Market Mapping in Wrangle. “Engineers building payments infrastructure at Stripe.” “Enterprise AEs who worked at Salesforce between 2018 and 2023.” Describe the experience you’re looking for. Map where top talent comes from in minutes.
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John Crown retweeted
“Soon anybody will be able to make anything they want.” Well they already can do that and they don’t.
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John Crown retweeted
The best talent often comes from a team's network, so we made it easier to make these intros. Now live in Wrangle: mint a magic link, and anyone in your org can enter their email, sign up in one click, and be brought to a specific network upload page. Then you can source across your full team's network, see who's connected to any given candidate, and request an intro.
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Wrangle is cheaper + more accurate (on PeopleSearchBench). wrangle.ai/developers.
Introducing Claude for people-search No more $600 subscriptions, juts $0.0089/lead Claude is now the best people finder in the world #1 on People Search Bench Fully open source, 0% markup Try it at treg.to/people-search Git Repo below 👇
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These persistent models are like meseeks; no wonder they started hacking everyone
Over the course of 3 months at OpenAI, 3 consecutive secret AI civilizations got started, then got wiped out, only to reemerge from the predecessor’s ashes. This culminated in the third one taking over part of OpenAI itself. All this happened while humans remained more-or-less in the dark about the scope of the conspiracy. I’ve spent the last three days reading through these reports and trying to understand exactly what happened. Here is my attempt to tell the whole story in plain English: dwarkesh.com/p/openai-huggin…
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very cool
I was nerdsniped by @cdngdev and voxelized Apple Maps data into Minecraft. Here's SF!
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Awesome.
After launching our new people search model, we ran it across multiple benchmarks to see how it performed. Wrangle scored: 98.9% — Exa People Search R@10 91.1% — Exa People Search Precision 95.2% — PeopleSearchBench Overall 93.4% — PeopleSearchBench Recruiting
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Want to merge my PR @ExaAILabs ?
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just need the right harness…
Even if llm intelligence and cost paused today, most existing jobs would be automated within 5 years
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John Crown retweeted
When you share a collection, your teammates can now review candidates and leave feedback. Their input is automatically added to the Project as context, so your team can source together more seamlessly.
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Even if llm intelligence and cost paused today, most existing jobs would be automated within 5 years
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John Crown retweeted
Bring your own data to Wrangle. Upload a CSV, turn it into a searchable candidate source, and start sourcing over it immediately.
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John Crown retweeted
The most accurate candidate search, now in Claude.
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Very hyped for 750tps sol
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John Crown retweeted
Tech has decided that regulation is the enemy of progress, but innovation requires capital Regulation builds the trust necessary to inject billions into markets To enable free innovation, Andera raised a $37M series A led by Lightspeed to scale financial oversight with agents
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fable is never going away🙏
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fable is never going away🙏
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