The only solution I know of to the lethal trifecta is to cut off one of the three legs – when Cursor say "limit to those that access trusted content" they're recommending avoiding exposure to untrusted data that might contain malicious instructions, which is often very hard to do
AGENTS
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Snorkel Researcher Shares AI Agents Experiments Teaser
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Check out Snorkel researcher @chris_m_glaze
’s teaser on experiments he’s been running on AI agents -
Notebooks Superior for AI Agents and Human Collaboration
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Notebooks are actually better for agents (and humans), because all the context (docs, tests, and implementation) are co-located, so you know exactly what's going on.
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Internal and External AI Agents Tools for Notebook Editing
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Our internal agents, and some external ones such as Claude Code, have tools to edit notebooks directly. (Although overall we have a totally different approach to agents, and try to avoid Claude Code style approaches on the whole. We like human-as-agent!) Linters should die. :p
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Model Hallucinates Domino Problem Repeatedly in Token Loop
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and it truly is a tortured model. here the model hallucinates a programming problem about dominos and attempts to solve it, spending over 30,000 tokens in the process completely unprompted, the model generated and tried to solve this domino problem over 5,000 separate times
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LangChain Hacking Hours: Collaborative Co-working for AI Agent Builders
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Building AI Agents solo can feel isolating when you hit technical roadblocks or need fresh perspectives on your approach. Join us for LangChain Hacking Hours at our office — a focused co-working session where you can make real progress on your projects while getting direct
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Rork Agent: Revolutionary Mobile App Building AI Tool
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The new Rork Agent is, by far, the best mobile app building agent in the world. If you’re looking to build an iOS or Android app, you need to try it. ASAP.
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Epistemic Humility Trap in AI Systems
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lumpenspace won’t ever fall for an epistemic humility trap
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GPT-5 Integration Challenges: Agent Harness Optimization Delays
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A lot of folks who are having a bad experience are using GPT-5 in agent harnesses that aren't yet optimized for it. For every new model release, there's a time lag between release + when companies that integrate the model have it truly working well. Agent companies rush to
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ChatGPT Interface Optimization for GPT-5 Performance
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Make sure you're using the ChatGPT interface directly. Most of the agent/code harnesses are not optimized for GPT-5 yet, so performance will seem worse than it actually is.