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      <title>MUSE-Autoskill: ByteDance&#39;s Fix for AI Agents That Forget What They Learn</title>
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      <pubDate>Fri, 29 May 2026 00:00:00 +0000</pubDate>
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      <description>ByteDance&amp;#39;s MUSE-Autoskill turns agent skills into assets agents create, test, and reuse. Inside its five-stage lifecycle, skill-level memory, and SkillsBench gains.</description>
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      <title>SkillOpt: Stop Hand-Writing AI Agent Skills. Train Them.</title>
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      <description>Microsoft Research&amp;#39;s SkillOpt turns AI agent skills into trainable artifacts, using rollouts, bounded edits, validation gates, and rejected-update memory to improve frozen agents.</description>
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      <title>Is AI Making Us Give Up Too Soon? What a 1,222-Person Study Revealed</title>
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      <description>A 1,222-person study finds AI assistance lowers independent performance and makes people give up faster. What it means for ChatGPT users, students, and learning.</description>
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      <title>10 Claude Code Skill-Writing Patterns the Docs Don&#39;t Teach You</title>
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      <description>10 patterns extracted from Claude Code&amp;#39;s leaked source — showing how Anthropic&amp;#39;s engineers actually write SKILL.md files, vs. what the official docs teach.</description>
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      <title>Time Is No Longer on Your Side. Space Is.</title>
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      <pubDate>Fri, 20 Mar 2026 00:00:00 +0000</pubDate>
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      <description>AI compresses time. Your edge is how far you can ship — why reach and distribution beat patience in the AI era.</description>
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      <title>Last 30 Days: How One AI Skill Helps You Instantly Understand Any Topic</title>
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      <pubDate>Fri, 27 Feb 2026 00:00:00 +0000</pubDate>
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      <description>A lightweight AI research skill that surfaces the last 30 days of discussions so you can understand any topic in real time—and let Claude do the rest.</description>
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      <title>Is AI Quietly Eating Our Brains?</title>
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      <pubDate>Thu, 26 Feb 2026 00:00:00 +0000</pubDate>
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      <description>How AI dependency erodes cognition—from MIT EEG experiments to the Google effect—and how to keep thinking for yourself.</description>
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      <title>A Survival Assessment for Knowledge Workers in the Age of AI</title>
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      <pubDate>Thu, 19 Feb 2026 00:00:00 +0000</pubDate>
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      <description>The most dangerous mistake is believing you still have twenty years to adapt. You don&amp;#39;t.</description>
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      <title>AI Skills Are Not About Tools — They’re About How You Work</title>
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      <pubDate>Wed, 28 Jan 2026 00:00:00 +0000</pubDate>
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      <description>Why learning AI is less about software and more about changing habits, judgment, and leverage.</description>
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