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… The following papers were recommended by the Semantic Scholar API Orchard: An Open-Source Agentic Modeling Framework 2026 Auditing Agent Harness Safety 2026 SafeHarbor: Hierarchical Memory-Augmented Guardrail for LLM Agent Safety 2026 Security Risks in Tool-Enabled AI Agents: A Systematic Analysis … …
… The following papers were recommended by the Semantic Scholar API The Blind Spot of Agent Safety: How Benign User Instructions Expose Critical Vulnerabilities in Computer-Use Agents 2026 Plant, Persist, Trigger: Sleeper Attack on Large Language Model Agents 2026 AIRGuard: Guarding Agent Actions wit… …
… Compared with strong baselines, FATE reduces attack success rate by 33.5%, harmful compliance by 82.6%, and improves external trajectory-safety diagnosis by 6.5%. These results suggest that failed trajectories can provide structured repair supervision for safer self-evolving agents. …
… The following papers were recommended by the Semantic Scholar API STARS: Skill-Triggered Audit for Request-Conditioned Invocation Safety in Agent Systems 2026 PolicyBank: Evolving Policy Understanding for LLM Agents 2026 On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment… …
Hi HN, I built Agent OS because I was tired of the "orchestration tax" – writing the same safety checks, memory management, and tool-handling code in every AI agent project. What it does: - Visual policy edit…
AI coding agents now run real shell commands on your machine — rm -rf, git push --force, DROP TABLE, dd, writes straight to disk. Almost always that's fine. The one time it isn't (a hallucinated path, a prompt-injected i…
I'm a recent grad from UMich and built AgentShield because agentic AI is moving fast but payment safety hasn't caught up. Agents are already being handed API keys, stablecoin wallets, and payment credentials - if one mis…
Last week, Anthropic released https://github.com/anthropics/defending-code-reference-harne..., a reference harness for autonomous vulnerability discovery that uses Claude Code agents to find, verify, and patch memory-saf…
Hi HN,Last month at a SundAI hackathon, my team built a prototype for an app called iClaw. The goal was to develop an AI agent using Apple Intelligence. I've since continued hacking away at this idea when I had time, and…
… Step 4: Enforce safety with Nemotron Content Safety and PII Models AI agents operating across regions and languages must understand not only harmful content, but also cultural nuance and context-dependent meaning. …
… Keep agents safe with Nemotron 3 Content Safety As agents expand from text‑only to multimodal workflows, safety guardrails must evolve across inputs, retrieval, and outputs. …
ADT ‘My Safety’ turns your phone into an always-ready, portable security system Gallery Ben Schoon | Apr 14 2026 - 6:01 am PT | Apr 14 2026 - 6:01 am PT ADT is launching a new feature for its ADT+ service, with “My Safety” able to turn your phone into a portable security system, including a useful … …
… Most Popular Most Popular The biggest data center ever is becoming a huge problem in Utah Google is launching its own version of OpenClaw If Google can’t make AI agents useful, maybe no one can The 13 biggest announcements at Google I/O 2026 ‘It’s in the air’: Apple TV’s hottest new shows explore d… …
… Additionally, these models provide the highest throughput, enabling agents to think faster and generate higher-accuracy responses while lowering inference cost. Nemotron models are also available for visual understanding, information retrieval, speech, and safety. …
… He said that some people have had limited success by doing heavy prompting to bias agents for safety, which has limited success. …