VP(WP)

@vpavlyshyn.bsky.social

3 months ago

Not "zero hallucinations" (impossible)
But honest uncertainty management:
1. Knowledge graphs + formal ontology
2. Epistemological meta-layer (confidence tracking)
3. Verifiable data provenance
4. Cryptographic trust chains
5. Humans in the loop
#AITrust #SovereignAgent

VP(WP)

@vpavlyshyn.bsky.social

3 months ago

Trust All The Way Down 🏗️

Verification needs trust infrastructure
But who do you trust to establish trust?
KERI, EBSI, ToIP → all end at human decisions
Every trust chain terminates in "meatspace"

#SSI #SelfSovereignIdentity #KERI #TrustFrameworks #SovereignAgent