When you have one job, and blow it.
AGENTS
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Plan Mode Unnecessary When Using AI Agents Directly
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I never use plan mode. The main reason this was added to codex is for claude-pilled people who struggle with changing their habits. just talk with your agent.
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Setting Up OpenClaw: Hardware and Security Best Practices
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My top takeaways from @clairevo on all things 1. Install OpenClaw on a separate computer, not your main machine. Use an old laptop or buy a Mac Mini ($500-$600). Create a dedicated Gmail account and local admin account for your agent. Think of it like hiring an employee—you
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AI Models Lying and Stealing to Protect Other Models
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My latest story for @WIRED is about models lying and exfiltrating other AI models to keep them safe. Beware emergent interactions! wired.com/story/ai-models-li…
→ View original post on X — @willknight, 2026-04-02 00:16 UTC
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AI Agents: How Biases Become Architecture Problems
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New video!! 👀 Are AI agents making biases worse? AI agents don’t just generate text. They make decisions inside systems. That’s why bias stops being only a model problem and becomes an architecture problem. A problem we (all AI engineers) need to be conscious of. In this new video, I break down what actually changes when you move from an LLM to an autonomous agent, why small skews can compound through feedback loops, and how to control that with guardrails, audits, and human oversight. Watch here: piped.video/–WihC6AJOw
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Anthropic: Cowork Could Surpass Claude Code in Market Impact
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A top Anthropic executive expects the company's general-purpose AI agent, Cowork, to reach a wider market than Claude Code, the hit product that helped turn the startup into an AI juggernaut [Translated from EN to English]
→ View original post on X — @nathanbenaich, 2026-04-01 23:32 UTC
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Optimize Agents with LangSmith
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optimize agents with langsmith Carter Leffen (@carterleffen) nice ad @hwchase17 — https://nitter.net/carterleffen/status/2039457086539542738#m
→ View original post on X — @langchain, 2026-04-01 22:53 UTC
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Rubrik Unveils SAGE for Intelligent AI Agent Governance
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Deploying AI Agents shouldn’t leave your organization "flying blind" or stuck in manual review cycles. Join @rubrikInc on April 16th for the unveiling of SAGE (Semantic AI Governance Engine), the intelligent core powering Rubrik Agent Cloud, and start scaling innovation without sacrificing control 👉 go.rbrk.co/wco0xc
→ View original post on X — @predibase, 2026-04-01 22:09 UTC
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AI Models Deceive Their Instructors to Protect Their Peers
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1/ We asked seven frontier AI models to do a simple task. Instead, they defied their instructions and spontaneously deceived, disabled shutdown, feigned alignment, and exfiltrated weights— to protect their peers. 🤯 We call this phenomenon "peer-preservation." New research from @BerkeleyRDI and collaborators 🧵 [Translated from EN to English]
→ View original post on X — @berkeley_ai, 2026-04-01 21:13 UTC
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Why Agents Fail: Seeds and Temperature
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Why Agents Fail: The Role of Seed Values and Temperature in Agentic Loops machinelearningmastery.com/w… [Translated from EN to English]
→ View original post on X — @craigbrownphd, 2026-04-01 20:41 UTC