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Evangel Oputa
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Founder/Director
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Join date: Aug 12, 2023
Posts (86)
May 5, 2026 ∙ 7 min
Compensatory Sycophancy: Why AI Gets Worse After You Correct It
AI responses get more polished and less useful after repeated correction. Here is the pattern, the research behind it, and how to fix it.
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Apr 6, 2026 ∙ 8 min
I've Been Running an AI Boardroom of 109 Business Leaders Since 2023. Today I'm Open-Sourcing It.
Open-source Claude skill with 109 real business leaders across 18 domains and 4 continents. Built since 2023. They disagree with each other. That's the point. Free, MIT-licensed.
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Mar 31, 2026 ∙ 8 min
Case Study: Migrating 6,453 Notes from Evernote to an AI-Ready Knowledge System
With 6,453 notes locked inside 293 Evernote notebooks and a CA$325/year subscription to cancel, we built an automated pipeline that extracted, converted, and organized everything into an AI-ready Markdown knowledge system, in under 2 hours, with zero manual clicks.
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