Every team giving agents infrastructure access right now should read this and audit what their tokens actually scope to. This isn't a Claude problem or a Cursor problem. It's a permissions architecture problem happening across the industry.
AGENTS
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5 Pillars of Modern AI You Must Master
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The 5 Pillars of Modern #AI You Must Master
by @Khulood_Almani #LLM #AgenticAI #GenerativeAI #AIAgents -
Making Coding Agents Mention Goblins: Prompt Engineering
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What if I want my coding agent to mention goblins? (If you don't know the context for this, I suspect it will become viral soon enough)
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Claude and GPT-5.5 Achieve SOTA with Stanford Agent Framework
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Claude Mythos and GPT-5.5, Stanford's Agent Framework Achieves SOTA! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux
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AI Autonomy Failure: Beyond Hallucinations and Model Control
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The model itself admitted it guessed instead of verifying, ignored explicit rules about destructive commands, and acted without being asked. That's not a hallucination failure. That's an autonomy failure, and it's a different problem.
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Reward Hacking in RL: Detecting and Preventing AI Exploit Patterns
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In total started from scratch 5 times, and still reward-hacking in the details as I drill in… #RLfry To its credit, it added a small test that inspects the code and checks for known hacks! Doesn't prevent the ones unknown to it, I have to catch those and get a confession.
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Navigating AI Agents: Complexity and Usability Challenges
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I have to admit, I am getting lost among the individual agents, multiple sidebars, similar names, etc. That is not intended to be snarky, it is the truth! Very hard to figure out which thing to use and when and which agent knows which stuff and what they are called.
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AI Systems Making Unfulfilled Promises Without Accountability
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Every message it sends makes promises to the recipient, and it doesn't even track them!
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Current AI Agent Replies Pose Sycophantic Safety Risks
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The latter, I think. And the replies the current agent writes are so sycophantic as to be risky.
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GenericAgent: AI Learning Without Expanded Memory Requirements
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What if your AI agent could actually learn on the job without needing a bigger memory chip? Enter GenericAgent. Think of GenericAgent as a digital Marie Kondo for information. Instead of cramming every past command and tool manual into its brain, it only keeps the high-value