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Essays, experiment logs, and technical notes across AI governance, reasoning systems, BioAI, and engineering practice.

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95% of AI Businesses Will Die. Here’s How to Not Be One of Them.
AI Signals & Market Shifts

95% of AI Businesses Will Die. Here’s How to Not Be One of Them.

What the data, a founder’s confession, and 70 years of tech history tell us about who actually survives.

Trend shifts, market movement, and strategic signals#AI#AGI#AI Ethics#AI Alignment#Future of Work#LLM#Deep Learning#Machine Learning#Cognitive Science#Developer Tools#DevOps#Business Strategy#AI Code#Startups#Software Development#Product Management#Prompt Engineering
Is MCP Really Dead? A History of AI Hype — Told Through the Rise and Fall of a Protocol
AI Signals & Market Shifts

Is MCP Really Dead? A History of AI Hype — Told Through the Rise and Fall of a Protocol

When a protocol doesn’t die — it just stops being interesting. A forensic look at MCP, OpenClaw, and the psychology of AI hype cycles.

Trend shifts, market movement, and strategic signals#AI#AGI#AI Alignment#AI Governance#Future of Work#LLM#Deep Learning#Machine Learning#Open Source#Developer Tools#DevOps#AI Code#Business Strategy#Github#Software Development#Product Management#Prompt Engineering#Programming#Startups#AI Research
AI Isn’t Killing Your Expertise. It’s Just Moving the Paywall.
AI Signals & Market Shifts

AI Isn’t Killing Your Expertise. It’s Just Moving the Paywall.

Why ‘Writing Faster’ Is Worthless When Nobody Can Verify What’s True

Trend shifts, market movement, and strategic signals#Business Strategy#AI Code#Software Development#Product Management#Programming#Github#Startups#DevOps#Developer Tools#Open Source#LLM#AI#AI Alignment#AI Governance#Future of Work
When the Michelin Recipe Fails in Your Kitchen
AI Signals & Market Shifts

When the Michelin Recipe Fails in Your Kitchen

Why 2026 Marks the End of DIY AI — and the Rise of the AI Meal Kit

Trend shifts, market movement, and strategic signals#AI#AGI#Cognitive Science#Open Source#Developer Tools#Software Development#Product Management#Startups#Business Strategy#AI Code#Scientific Integrity#DevOps#Future of Work#AI Hallucination#AI Governance#AI Alignment
When AI Becomes a Toy
AI Signals & Market Shifts

When AI Becomes a Toy

Why the Current AI Craze Was Inevitable — and Why It Cannot Be the Endgame

Trend shifts, market movement, and strategic signals#Future of Work#AI#AGI#LLM#Business Strategy#DevOps#Programming#Software Development#Developer Tools