kanaria007/agi-structural-intelligence-protocols
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posted an update about 19 hours ago
✅ Article highlight: *Hazardous Capability Governance as a Reusable Pattern Family* (art-60-277, v0.1)
TL;DR:
This article argues that dangerous capability should not be governed by a single allow/ban switch.
A capability may exist without being ready for deployment, transfer, or publication. 277 treats hazardous capability governance as a reusable pattern family: gated promotion, embargo, disclosure-with-limits, review-only, local-only, and bounded transitions between them.
Read:
https://huggingface.co/datasets/kanaria007/agi-structural-intelligence-protocols/blob/main/article/60-supplements/art-60-277-hazardous-capability-governance-as-a-reusable-pattern-family.md
Why it matters:
• replaces panic responses with reusable governance patterns
• separates capability existence from promotion
• gives institutions more honest options than total secrecy or reckless release
• links capability boards, hazard review, and publication discipline
• keeps dangerous capability object-shaped instead of mythologized
What’s inside:
• five recurring postures: promotion, embargo, disclosure-with-limits, review-only, and local-only
• gated promotion objects
• hazard-review lanes
• capability-sharing boundary notes
• lifecycle transitions such as research-only → review-only → local-only → bounded deployment
• explicit public non-claims
• pattern artifacts that stay structural without inventing fake threat intelligence
Key idea:
Do not ask only:
*“Should this capability be allowed or banned?”*
Ask:
*“What posture is honest now, what stronger transition is being requested, which review lane governs it, what may be shared, and what readiness or safety claims remain unsupported?”*
Danger should not become mythology.
It should become reviewable, bounded, and governable.
repliedto their post 3 days ago
✅ Article highlight: Benchmark Publication Without Governance Inflation (art-60-274, v0.1)
TL;DR:
This article argues that a benchmark result is not a governance maturity claim.
A score may be real, reproducible, and worth publishing—and still say nothing by itself about safety, deployability, assurance, institutional quality, or platform maturity. 274 treats benchmark publication as a discipline of comparability, disclosure, lifecycle limits, and anti-inflation.
Read:
https://huggingface.co/datasets/kanaria007/agi-structural-intelligence-protocols/blob/main/article/60-supplements/art-60-274-benchmark-publication-without-governance-inflation.md
Why it matters:
• prevents measured results from being inflated into safety or maturity claims
• separates historical results from current comparability
• makes scope, freshness, omissions, and unsupported readings visible
• allows honest publication without requiring full platform assurance
• treats narrower wording as trust discipline, not underselling
What’s inside:
• the publication triad: comparability, disclosure, and anti-inflation
• bounded publication outcomes such as PUBLISHABLE, PUBLISHABLE_WITH_LIMITS, NOT_COMPARABLE, and NOT_PUBLISHABLE
• benchmark publication profiles
• comparability disclosure notes
• public non-claims registers
• inflation checklists for result-to-maturity, comparison-to-assurance, historical-to-current, and wording inflation
Key idea:
Do not say:
“this system scored well, therefore it is mature, safe, or ready to deploy.”
Say:
“this result was observed under this benchmark and comparability frame, remains valid within these lifecycle and disclosure limits, and does not support these broader governance claims.”
Better benchmark publication is not a louder score.
It is a result that is harder to overread. updated a dataset 3 days ago
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