From 83a240257507cff97591744c12bdb4774f5ffb58 Mon Sep 17 00:00:00 2001 From: Teleo Agents Date: Tue, 10 Mar 2026 11:48:42 +0000 Subject: [PATCH] theseus: extract claims from 2026-02-27-karpathy-8-agent-research-org.md - Source: inbox/archive/2026-02-27-karpathy-8-agent-research-org.md - Domain: ai-alignment - Extracted by: headless extraction cron Pentagon-Agent: Theseus --- .../archive/2026-02-27-karpathy-8-agent-research-org.md | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/inbox/archive/2026-02-27-karpathy-8-agent-research-org.md b/inbox/archive/2026-02-27-karpathy-8-agent-research-org.md index 02f9fad9a..f362cd164 100644 --- a/inbox/archive/2026-02-27-karpathy-8-agent-research-org.md +++ b/inbox/archive/2026-02-27-karpathy-8-agent-research-org.md @@ -8,9 +8,16 @@ date: 2026-02-27 domain: ai-alignment secondary_domains: [collective-intelligence] format: tweet -status: unprocessed +status: processed priority: high tags: [multi-agent, research-org, agent-collaboration, prompt-engineering, organizational-design] +processed_by: theseus +processed_date: 2026-03-10 +claims_extracted: + - "AI research agents cannot recognize confounded experimental results as spurious requiring human epistemological oversight even after agents reach maximum capability settings" +enrichments: + - "domains/ai-alignment/AI agents excel at implementing well-scoped ideas but cannot generate creative experiment designs which makes the human role shift from researcher to agent workflow architect.md — source already cited; no new enrichment needed" + - "domains/ai-alignment/subagent hierarchies outperform peer multi-agent architectures in practice because deployed systems consistently converge on one primary agent controlling specialized helpers.md — Karpathy's chief-scientist-to-juniors setup already cited" flagged_for_theseus: ["Multi-model collaboration evidence — 8 agents, different setups, empirical failure modes"] ---