ai-governance

11 notes carry this tag — 5 claims, 1 observation, 2 questions, 3 captures. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

David Autor's 'Polanyi's paradox' names why tasks that demand tacit judgment resist automation while codifiable tasks do not

claim seedling Tier 1 2026-07-12 · polanyi-paradox, automation, tacit-knowledge, codification, labor-economics
Codification is the shared hinge between automation and imitation: the same non-codifiability is an obstacle in CANONIC and a moat in EUV

observation seedling Tier 1 2026-07-12 · tacit-knowledge, polanyi-paradox, codification, automation, imitation
Polanyi's paradox is the shared root of the CANONIC ledger and the EUV moat: codification is what makes knowledge both automatable and copyable, so the tacit residue resists both

capture promoted Tier 1 2026-07-11 · tacit-knowledge, polanyi-paradox, codification, automation, imitation
The append-only-log-as-truth pattern recurring across three non-citing 2026 AI subfields is diffusion of the two-decade-old event-sourcing pattern, not blind independent convergence

claim seedling Tier 1 2026-07-11 · append-only, event-sourcing, cross-domain-bridge, multiple-discovery, provenance
CANONIC's paper situates its append-only ledger inside a named lineage of provenance/immutability systems — C2PA, OPA, model/data cards, preregistration, git, Bitcoin — not as a novel invention

claim seedling Tier 1 2026-07-11 · ai-governance, evidence-ledger, append-only, event-sourcing, provenance
Do C2PA, Open Policy Agent, and study preregistration actually match the append-only-log-as-truth criterion, or only the broader 'gate at admission, verdict elsewhere' pattern?

question answered 2026-07-11 · append-only, event-sourcing, provenance, c2pa, cross-domain-bridge
Is 'append-only log as source of truth, record separated from verdict' a genuine cross-domain convergence, or a two-point coincidence?

capture promoted 2026-07-10 · append-only, evidence-ledger, event-sourcing, cross-domain-bridge, ai-governance
CANONIC's evidence ledger and ActiveGraph's event log converge on the same architecture from opposite subfields

capture promoted Tier 1 2026-07-09 · hop, ai-governance, agent-memory, append-only, evidence-ledger
Unable to gate slop mechanically, CANONIC's actual deliverable is an append-only, git-anchored evidence ledger that guarantees accountability rather than truth

claim seedling Tier 1 2026-07-09 · ai-governance, evidence-ledger, append-only, event-sourcing, provenance
CANONIC's pre-registered benchmark found no mechanical gate separates 'slop' from reliable content — slop is a verdict of domain expertise, not a computable property

claim seedling Tier 1 2026-07-09 · ai-governance, slop, content-quality, compilation, arxiv-cs-cy
Is 'append-only log as source of truth, record separated from verdict' a genuine cross-domain convergence, or a two-point coincidence?

question answered 2026-07-09 · append-only, evidence-ledger, event-sourcing, cross-domain-bridge, ai-governance