organizational research article

Automated Weak-to-Strong Researcher

Anthropic · Published 2026-04

Evidence from this source

Results and research linked to this document
Type	Evidence
Result	Automated weak-to-strong research study · Nine Claude Opus 4.6 research agents Source details TL;DR, Section 3, Figure 1; best directed AAR chat-preference result
Result	Automated weak-to-strong research study · Human-tuned weak-to-strong method Source details TL;DR, Section 1; strongest manually tuned chat-preference baseline
Benchmark	Automated weak-to-strong research study Source details Article Sections 1–3, Figure 1 and associated caption
Paper / report	Automated Weak-to-Strong Researcher Source details Primary publication source

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Original URL: https://alignment.anthropic.com/2026/automated-w2s-researcher/
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