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Evaluation

Eight Things to Know about Large Language Models

Free while signed in. Answers cite the passages they came from.

First page
Eight Things to Know about Large Language Models
The curator’s take

Sam Bowman's influential primer on key LLM considerations.

Key points
01

Eight key insights: Organizes LLM knowledge into eight punchy observations covering capabilities, limitations, and emergent behaviors.

02

Policy-relevant framing: Written in accessible language suitable for researchers, policymakers, and the broader public.

03

Capability-risk balance: Each "thing to know" comes with practical implications for deployment and safety.

04

Community reference: Became one of the most widely-shared overviews of LLMs in 2023, frequently cited in onboarding materials and policy discussions.

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