Safety · Concept
Single-Prover Interactive Proofs for AI Safety (Doubly-Efficient)
Related interactive-proof line for efficient verification relevant to probabilistic honesty and AI safety claims.
Forecast horizon
Could replace debate protocols in AI alignment verification pipelines.
Connections
Connections · 2
How this node ties into the rest of the map, and the evidence behind each link.
from · supports 3/10
Interactive PCP Verification of Probabilistic Claim Consistency The consistency-of-probabilistic-claims protocol is an interactive proof approach aimed at AI safety honesty guarantees.
+3 growth to · supports 2/10
Science of AI Evaluation Single-prover interactive proofs provide a formal verification alternative to debate for AI safety evaluation.
+2 growthSignal sources
Signal sources
Dated facts from primary sources in this direction.
US evaluation centre Jun 2025
In June 2025 the US AI Safety Institute was renamed the Center for AI Standards and Innovation (CAISI), pivoting toward security, standards and adversary-model assessment.
NIST → Frontier safeguards May 2025
Anthropic activated its ASL-3 deployment and security standard with Claude Opus 4 on 22 May 2025 — the first real-world trigger of a responsible-scaling tier, focused on blocking bio-weapon uplift.
Anthropic → Cross-border testing 2025
The International Network of AI Safety Institutes (launched Nov 2024) ran a third joint testing exercise focused on agentic AI systems across cyber and fraud strands.
European Commission — AI Office →