Every processed story in chronological order, with the newest coverage first. Filter by tag, source, or score to drill in.
Wall-clock-calibrated leaky-integrator monitors are structurally bistable on agent streams — either constant alarms or silence — with no operating regime that enables moment detection, meaning this entire calibration class is unsuitable for monitoring autonomous coding agents running at realistic latencies.
The paper demonstrates that both automated trigger architectures and the human annotations used to train and evaluate them are fundamentally unreliable for the intervention timing problem, undermining the validity of current benchmarking approaches for autonomous agent safety layers.