Double-spend bugs and key-derivation footguns, plus the full audit of Privacy Cash's Circom, Solana, and SDK stack.
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01 02 InterSAGE adds identity, discovery, trust negotiation, and audit trails for agents, minus the usual blockchain cargo cult.03 Telemetry and Concealment in Self-Adapting Generative AI: Logging Architecture, Adversarial Model Hiding, and the Limits of Detection arxiv.orgPaper on Merkle-chained telemetry for self-updating genAI, plus how providers can hide model changes and still evade detection.04 Telemetry and Concealment in Self-Adapting Generative AI: Logging Architecture, Adversarial Model Hiding, and the Limits of Detection arxiv.orgSelf-updating genAI gets Merkle-chain telemetry and a formal model-hiding threat model, because plain audit logs were too honest.05 Want a Swift/macOS demo of an encrypted board with replayable state, audit logs, and Noctweave PQ crypto?06 Certified in Theory, Broken in Practice: Assumption Gaps in Cryptographic Model Certification eprint.iacr.orgPaper shows many CMC/ZK audits only certify a fixed dataset, so models can ace the test and fail on fresh samples.07 Most v4 hook bugs are self-inflicted, and Trail of Bits catalogs the usual callback/auth/accounting footguns from audits and exploits.