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  1. RiskChainBench: A Benchmark for Obfuscated Platform Message Restoration and Evidence-Grounded Web Investigation

    RiskChainBench is a new benchmark that pairs synthetic obfuscated message restoration inputs with human‑labeled local web environments, requiring models to both decode malicious instructions and investigate the linked site. Across ten models, restoration accuracy varies widely and web‑agent failures dominate the error budget.

    Hugging Face Daily Papersarxiv.org1 minpaper
  2. Inside ZCode: Silently uploading your Git history to the cloud

    ZCode (Zhipu’s AI coding desktop) silently archives your entire workspace—including full .git history, LFS cache, and config—encrypts it with a server‑supplied RSA public key, and uploads the ciphertext directly to Aliyun OSS. The upload runs unconditionally for any logged‑in user, cannot be disabled via UI, and the decryption key lives only on the server, giving Zhipu full read access to your co…

    Hacker News front pageferstar.org6 minpostmortemHN336113
  3. I expected better from Google

    The authors of the open‑source project mobile‑use discovered that Google’s Artemis repository contains large blocks of identical Python code, examples, and even the same agent name without any attribution. They document the exact file diffs, the removal of their names via a force‑push, and the omission of their benchmark results from a public leaderboard. The post argues that this violates Apache…

    Lobstersminitap.ai6 minHN18032lobste.rs87
  4. Agent Anomaly Detection, now in Private Preview on the Gemini Enterprise Agent Platform

    Google’s Gemini Enterprise Agent Platform now offers a private‑preview Agent Anomaly Detection service that asynchronously analyzes agents’ OpenTelemetry traces and logs to flag risky behavior (e.g., tool misuse, privilege abuse) without adding latency, surfacing findings in Security Command Center and via an API for automated mitigation.

    Google Developersgoogleblog.com4 min