Tag: agents

All the articles with the tag "agents".

• Verifier-native search: the 2026 shape

  18 Apr 2026

  LLM generation costs roughly 1000× more than verification. The serious program-search systems already exploit this. The agent-scaffold mainstream doesn't — and nobody yet compounds search traces into a domain-specific mutator.

  • llm
  • program-search
  • agents

• Scanners produce reports. Insurance needs witnesses.

  15 Apr 2026

  The AI-supply-chain cohort is already crowded: Invariant, Snyk Agent Scan, JFrog, Klaimee, a dozen more. They all ship the same artifact, a point-in-time report. That is not what underwriters can price against. The primitive insurance needs is a falsifiable attestation with a TTL that re-verifies on drift. Nobody ships that yet.

  • ecosystem-analysis
  • opinion
  • security