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Vercel, Cloudflare, and others quickly add Jev, as it makes AI tool selection much faster and cheaper; TypeSafe: Jev matches GPT-5.6 and Sonnet 5 workflow evals (Josipa Majic Predin/Forbes)

Most of what an AI agent asks a frontier model to do is not writing. It is choosing. Which tool to call next, whether to retry, whether a command is safe to run.

We haven't written up this one. Techmeme has the full story — the link below goes straight to it.

Read the original at forbes.com →

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Your Agent's Memory Is an Attack Surface

In Post 3, the behavioral difference tracked the memory graph, not the substrate. When I swapped one individual's learned associations into an identical brain, the subject did not just get confused.

  • Agent's memory can be compromised, turning it into an attack surface.
  • Memory graph, not substrate, shapes agent's behavior based on bias current.
  • Proposed solution: provenance of experience to differentiate earned from authored memory.

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