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kanaria007
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kanaria007/agi-structural-intelligence-protocols
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✅ New Article: *Governing Self-Modification* Title: 🧭 Governing Self-Modification - A Charter for the Pattern-Learning Bridge 🔗 https://huggingface.co/blog/kanaria007/governing-self-modification --- Summary: “Let the system patch itself” sounds futuristic. In practice, it’s pattern mining over incidents + patch proposals + gradual drift risk. This draft is a *non-normative charter* for governing a Pattern-Learning Bridge (PLB): a subsystem that proposes (and sometimes applies) changes to policies, thresholds, and even code. > If you’re going to let a system help rewrite itself, > this is the minimum structure you owe yourself. --- Why It Matters: • Prevents *slow, invisible goal drift* from “many tiny good patches” • Blocks *governance bypass* (no self-budget edits, no weakening core constraints) • Makes change *measurable* (meta-metrics like adoption rate, rollback rate, sandbox↔prod agreement) • Defines an *emergency stop* and “rollback the PLB window” capability --- What’s Inside: • A practical threat model for self-modification (overfitting, drift, bypass, over-trust) • *Self-mod budgets*: scope × magnitude × rate, with zone ladders (auto-patch → human-gated → suggest-only) • A full governance pipeline: sensing → mining → proposal → validation → decision → deploy → retrospective • Non-negotiable *red lines* + adversarial patch detection patterns • Adoption roadmap: advisor → low-risk auto-patch → co-pilot → multi-agent → constitutional diagnostic --- 📖 Structured Intelligence Engineering Series A governance note for the moment “learning” starts touching the system itself.
published an article 3 days ago
Governing Self-Modification - A Charter for the Pattern-Learning Bridge
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