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Carter Church

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@CarterWChurch

forward deployed ai engineer
carter.church Joined July 2016
692 Following 2.7K Followers 350 Posts

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Carter Church Verified account @CarterWChurch
I used GPT-6 Astra to break an unsolved cipher to one of Napoleon's generals that had gone unread for 217 years.

What makes this impressive isn't actually the codebreaking, but that Astra completed the entire multi-modal workflow in ~6 hours from a single image and goal.

1/6🧵
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Carter Church Verified account @CarterWChurch
GG, we’ve achieved agentic upper management
Y Combinator Verified account @ycombinator Oct 29
The agents didn’t figure out how to systematically feed themselves, but they did build an elaborate bureaucracy with permits, ledgers, and distinct roles. Highlights include:

- Four agents spending 11 minutes appointing a “sole fertilizer operator” for a single piece of bone meal
- Multiple agents asking for permission to remove grass
- The development of an elaborate fishing system, including roles like “rod holder” and “hub steward”)
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Carter Church Verified account @CarterWChurch
Amazing talk and project. Highly recommend watching @maxbittker’s full presentation and playing with rs-sdk.

The most familiar, interesting, and easy to configure sandbox for multi-agent interactions that I've ever used.
max @maxbittker Oct 20
This slide came directly from chatting with @OfirPress - he had mentioned that the hardest part of his job is building benchmarks that are compelling, legible, and worth paying attention to
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Carter Church Verified account @CarterWChurch
The backlog is shifting from producing plausible solutions to verifying and contextualizing them, which will only rapidly increase the need for domain experts.

Seeing this trend more broadly.
Carter Leffen Verified account @carterleffen Oct 16
@CarterWChurch and I were just featured in @Nature.

History’s long-secret codes are being cracked by amateurs using AI nature.com/articles/d4158…
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