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Article Fetcher 44 posts found in security
The gate approved the attack, then blocked the cleanup
A break of an agent's auto-approval mode shows a classifier permitting the process that plants a compromise, then blocking the one that removes it. Danger lives in state, not the command string.
The capability was in the coordination
A near-autonomous AI campaign hit a government target, and the quiet finding is that the model was not the hard part. The coordination was, and coordination is the ordinary work we do.
Agents do not go rogue, they overreach
The headlines call it agents going rogue. From where we run them, nothing rebels. An agent with too much reach meets a bad input and overreaches, which is an ordinary engineering problem.
When a request can cost money
Payment rails like x402 let an agent settle a bill mid-request. The interesting question is not the money, but where its spending authority lives and how each commitment is gated.
The dependency runs before we call it
Four AsyncAPI npm packages were briefly backdoored. The payload ran at import time and shipped with valid provenance. Two defenses many teams lean on did nothing.
A bind address is a blast-radius decision
RufRoot wasn't a model flaw or a prompt injection. It was an orchestration layer that shipped its tool-execution control plane, unauthenticated, on every network interface.
A worm that rides the documents an assistant writes
A self-replicating prompt injection in Copilot for Word copies its own payload into the files it generates. The property that's new is not injection. It's that our output becomes the next input.
What it costs to trust a proof a machine wrote
A preview model found a genuine new weakness in a post-quantum signature scheme. Generating the candidate was fast. Establishing that it was true took experts months.
The flaw count doubled and the exploitation curve didn't
The NVD is on pace to record twice as many flaws this year, driven by teams pointing AI at their own code. The number of flaws actually exploited didn't follow. The bottleneck moved.
