Fetching from the wire…
Agents2026-08-25 · source-backed
An edit cannot un-authorize a permission already granted or un-send a tool request already in flight, and the paper shows an unsafe edit can authorize the same action twice, discard a result the task still needs, or conflict with a call that started before the edit (arXiv 2608.22928). Their algorithm decides exactly whether a given edit is safe, returning all safe continuations or a checkable proof that none exist. Anyone building session forking into an agent product should read this before shipping it.
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An agent proposes changes to a training pipeline, runs it, and keeps edits improving a verifiable in-loop metric. Looks like reliable progress. The authors name algorithmic mode collapse: surface edit diversity stays stable while semantic and mechanism-level diversity collapse...
$3,054 against $38,370. Same benchmark, better score. Praxist (arXiv 2608.25955, submitted August 26) replaces per-attempt agent memory with a typed evidence graph of findings, plus lane-structured frontiers and agendas, so later attempts inherit validated mechanisms rather th...
Researchers loaded five systems with a revoked policy and its replacement, then measured retrieval and downstream action across nine policy scenarios, nine models and six defense conditions. Wherever the revocation label was visible to the retrieval layer, the revoked fact cam...
Wu et al. name history reliability as a distinct failure mode: trace entries that stay structurally valid and semantically plausible after they stop being authoritative. On Qwen3-1.7B, polluted history flipped 32.1% of decisions correct under the original trajectory, usually v...
Hexis charted #4 on Product Hunt August 8 with 104 upvotes: a central home for a company's agent skills, tools and knowledge, built as a governance layer on Git pairing versioning and pull requests with a UI non-technical staff can use. Anyone suggests changes, admins control...
Agent ATO reconstructs an agent's interaction timeline from raw console output with no instrumentation, classifying actions into file discovery, reading, editing and execution. arXiv 2609.08301 nickelsec/bough visualizes Claude Code sessions, prompts and commits locally, and t...
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