Chroma Context-1: Training a Self-Editing Search Agent (trychroma.com)

by philip1209 8 comments 71 points
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8 comments

[−] lotteseifert 50d ago
We published our research in December and told Chroma's CEO Jeff. 4 months later, Chroma republished it without citing it. We think this sets a pretty bad precedent:

https://x.com/maxrumpf/status/2037365748973384154

[−] dominotw 50d ago
hard to tell from your tweet. where is your published research and what exactly did chorma republish? all i see is some similar looking graphs.
[−] redwood 50d ago
Out of curiosity did you reach out privately to explain you were surprised by their omission, and give them a change to update things? or did you go straight into the public story about copycats not giving credit where credit is due? Because it seems very conceivable to me that in the game of telephone of getting something out there some things may have been lost that might have been added in if you had reached out in good will. If you had, and they still ignored, that would be a different story entirely.
[−] nostrebored 50d ago
Is there a reason to prune individually instead of introducing a tombstoning approach like kimi?

Most of my harnesses around agentic retrieval wind up implementing the poor man’s version of this via isolated context windows and recursion. But it seems like an entire trajectory is more likely to be erroneous than its docs, and you could just rewrite true positives in poor trajectories as the summary?

[−] Bolwin 48d ago
What does kimi do? Can you point me to a link?
[−] maxrumpf 50d ago
We think this is a pretty sad day for research: Some context about Chroma's model. https://x.com/maxrumpf/status/2037365748973384154?s=20
[−] dominotw 50d ago
can you share actual links for your published research and theirs .
[−] jghiglia 45d ago
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[−] hikaru_ai 50d ago
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[−] _fin6 49d ago
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[−] d0963319287 50d ago
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[−] Xmd5a 50d ago

> When the context gets edited and compressed enough, it sometimes stops behaving like something that needs to be managed, and starts reconstructing what it needs automatically.

Do you have examples?