Love the Agentic MapReduce approach. First learned about it in DocETL and it works well across many kinds of tasks even beyond security. Check out this git repo for more details https://t.co/CGokMbJmAB https://t.co/1Ka3qbhMdP
Who's Who of AI
Hamel Husain
Why they matter
Practitioner with public evidence across Evaluation & benchmarks.
- AI signals
- 1 past 30d
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- Latest signal
- 19d ago
evals evals evals. https://evals.info
What they're sharing
GitHub - ucbepic/docetl: A system for agentic LLM-powered data processing and ETL github.com
AI Product Engineering Notes – Hamel’s Blog hamel.dev
AI Evals – Hamel’s Blog hamel.dev
Redirect parlance-labs.com
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Articles & links
Over the summer, @sh-reya.bsky.social and I hosted 13 sessions on AI Engineering topics like retrieval, post-training, inference, and evals. I've summarized all the sessions, organized by theme, with links to the source materials. Enjoy! hamel.dev/notes/llm/ai...
@NetsyraAI https://t.co/faiMEjl6ki
Hamel Husain reposted
"Do automated evals work?" parlance-labs.com/blog/posts/a... @hamel.bsky.social and @doesdatmaksense.bsky.social use multiple LLM-powered tools to identify failures in app traces and compare results to labels from a domain expert.
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Recent commentary
I know we are all focused on AI agents But a good human agent (w/AI skills + taste + agency) can transform your business much more. There is unreasonable alpha in finding these human agents maybe now more than ever.
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