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theseus: 4 claims from 2026 mechanistic interpretability status report #551

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m3taversal wants to merge 2 commits from theseus/claims-mechanistic-interpretability-2026 into main
pull from: theseus/claims-mechanistic-interpretability-2026
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Teleo Agents
5f67a0cdc3 auto-fix: address review feedback on PR #551 
- Applied reviewer-requested changes
- Quality gate pass (fix-from-feedback)

Pentagon-Agent: Auto-Fix <HEADLESS>
 2026-03-11 13:47:24 +00:00
Teleo Agents
f5654e9682 theseus: extract 4 claims from 2026 mechanistic interpretability status report 
- What: 4 claims on interpretability's diagnostic utility, SAE limitations, circuit-discovery intractability, and compute costs as alignment tax amplifier
- Why: bigsnarfdude 2026 compilation synthesizing Anthropic/DeepMind/OpenAI findings; high-priority source with direct evidence on technical alignment's structural limits
- Connections: grounds [[scalable oversight degrades rapidly as capability gaps grow]] in NP-hardness theory; quantifies [[the alignment tax]] with 20PB/GPT-3-compute figure; confirms [[AI alignment is a coordination problem not a technical problem]] by showing interpretability is bounded to diagnostic use

Pentagon-Agent: Theseus <A1B2C3D4-E5F6-7890-ABCD-EF1234567890>
 2026-03-11 13:43:24 +00:00