agent memory

Source-backed Pagish topic assembled from the current AI intelligence feed.

AgentsSep 3, 2026watch

Agent memory poisoning turns persistence into a new security risk

AI agents are becoming more useful because they can remember. That same persistence creates a new security problem: if attackers can poison memory, they may influence future actions long after the original interaction is over.

Why it matters: For developers, the fix requires more than better prompts. Agent memory needs permissions, provenance, expiry, review controls, and ways to separate trusted facts from untrusted text. Persistent AI needs persistent security.

AgentsAug 29, 2026watch

Agent memory is becoming the next reliability layer

Most agents still behave like temporary workers: they complete a run, forget the messy parts, and start over the next time. Google Research's WikiSkill work points toward a more useful pattern, where agents keep structured memory of mistakes, fixes, and successful tactics.

Why it matters: The test is whether that memory stays auditable and controllable. Persistent knowledge can improve performance, but it can also preserve bad assumptions, unsafe shortcuts, or private context. Builders should watch how agent memory is scoped, reviewed, deleted, and reused.