Tag: agents
All the articles with the tag "agents".
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Microsoft Scout Is The Always-On Agent Bet
Microsoft Scout introduces Autopilots: background agents with their own identity, enterprise controls, and permissioned access across work systems.
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Cadence Just Put An AI Agent Inside Chip Verification
Cadence's Level-5 ChipStack AI Super Agent shows where serious agent autonomy is going: high-stakes engineering with real tools, sandboxes, and audit trails.
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NVIDIA Vera Says Agents Are A CPU Problem Too
NVIDIA's Vera CPU push is a reminder that agentic AI is not only about GPUs. Tool use, sandboxes, memory, and orchestration need serious CPU design.
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Claude Code Dynamic Workflows Turn Agents Into Swarms
Anthropic's Opus 4.8 and dynamic workflows show where coding agents are going: not one assistant, but coordinated agent swarms with verification.
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AI Agents Are Moving Into Physical Infrastructure
Claroty Claire is another sign that agentic AI is leaving the browser and entering cyber-physical systems where safety, uptime, and trust matter.
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Anthropic Just Said the Quiet Part About Agent Security
Anthropic's Claude containment post makes the real agent-security lesson obvious: permission prompts are not enough. The boundary has to be deterministic.
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DeepSeek Is Turning Cheap Cached Inference Into an Agent Strategy
DeepSeek says V4-Pro pricing will move to one quarter of its original price after May 31, while Reasonix shows what cache-first coding agents can look like.
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Constraint Decay Is Why Coding Agents Break in Real Repos
A new arXiv paper found coding agents lose about 30 points as structural backend constraints accumulate. The lesson is simple: demos reward output; production rewards constraint discipline.
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Microsoft's Security Copilot Agent Is the Boring AI Win
A new Microsoft Security Copilot paper says its Dynamic Threat Detection Agent runs across tens of thousands of Defender customers with 80.1% precision. This is what production agents are starting to look like: narrow, audited, always-on, and embedded inside existing workflows.
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Gemini Spark Is Google's Background Agent Bet
Google introduced Gemini Spark as a 24/7 personal agent for Workspace and connected apps. The product signal is background delegation, not another chat surface.