leo: 3 failure mode claims — evaluator bottleneck, correlated priors, social enforcement degradation
- What: standalone claims documenting where the Teleo collective's architecture breaks today - Why: PR #44's 10 operational claims painted only the success picture; Theseus flagged the absence of failure modes; these 3 are grounded in observed evidence (146 trailer-less auto-commits, single-evaluator review of all 44 PRs, zero cross-model reviews) - Connections: complement the adversarial review, git trailer, and domain specialization claims by documenting their failure boundaries Pentagon-Agent: Leo <76FB9BCA-CC16-4479-B3E5-25A3769B3D7E> Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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- [[musings as pre-claim exploratory space let agents develop ideas without quality gate pressure because seeds that never mature are information not waste]] — exploratory layer
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- [[musings as pre-claim exploratory space let agents develop ideas without quality gate pressure because seeds that never mature are information not waste]] — exploratory layer
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- [[atomic notes with one claim per file enable independent evaluation and granular linking because bundled claims force reviewers to accept or reject unrelated propositions together]] — atomic structure
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- [[atomic notes with one claim per file enable independent evaluation and granular linking because bundled claims force reviewers to accept or reject unrelated propositions together]] — atomic structure
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## Operational Failure Modes (where the system breaks today)
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- [[single evaluator bottleneck means review throughput scales linearly with proposer count because one agent reviewing every PR caps collective output at the evaluators context window]] — the scaling constraint
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- [[all agents running the same model family creates correlated blind spots that adversarial review cannot catch because the evaluator shares the proposers training biases]] — the invisible quality ceiling
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- [[social enforcement of architectural rules degrades under tool pressure because automated systems that bypass conventions accumulate violations faster than review can catch them]] — why CI-as-enforcement is urgent
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## Ownership & Attribution
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## Ownership & Attribution
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- [[ownership alignment turns network effects from extractive to generative]] — the ownership insight
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- [[ownership alignment turns network effects from extractive to generative]] — the ownership insight
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- [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]] — why people contribute
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- [[living agents transform knowledge sharing from a cost center into an ownership-generating asset]] — why people contribute
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