Chip Huyen

@chipro

@aisysbooks @goodailist AI Engineering: amazon.com/dp/1098166302 Designing MLSys: amazon.com/dp/1098107969 Reading @chipslib

San Francisco, CA

huyenchip.com

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Chip Huyen
@chipro
Jan 7, 2025
My 8000-word note on agents: huyenchip.com//2025/01/07/ag… Covering: 1. An overview of agents 2. How the capability of an AI-powered agent is determined by the set of tools it has access to and its capability for planning 3. How to select the best set of tools for your agent 4.
Agents
From huyenchip.com
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Chip Huyen
@chipro
20h
Interesting approach. Models can't output freeform text but can choose from a set of predefined values. Could be useful for data labeling and tasks with a fixed list of possible actions. Unclear how reasoning would work though, but it's super cheap (output tokens are free!)
Diogo Almeida
@CompleteSkeptic
Sep 15
02:56
After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI? I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev • 20-200x faster • 40-400x
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Chip Huyen
@chipro
Aug 25
i'm researching best practices for skills. what's the most number of skills you've had installed for your agents?
0 / what's a skill?
16.5%
1 - 5
36%
6 - 10
17.4%
> 10
30.1%
820 votesFinal results
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Chip Huyen
@chipro
Aug 25
real question: why does gpt 5.6 over engineer so much?
235
Chip Huyen
@chipro
Aug 17
what's a good model tiering system? i'm sick of telling my agent orchestrator things like: "for Claude, use model X, for OpenAI, use model Y, etc." i want to be able to tell my orchestrator: "use models tier ..." for this kind of task
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