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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
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
🧭 The Path to AGI: 5 Thresholds No One Talks About
AI Signals & Market Shifts

🧭 The Path to AGI: 5 Thresholds No One Talks About

AGI isn’t science fiction anymore—discover the five critical thresholds AI systems must cross to evolve from code into true general intelligence.

Trend shifts, market movement, and strategic signals#Future of Work#AI#AGI#AI Ethics
The AI Bubble and the Builders Who Break It
AI Signals & Market Shifts

The AI Bubble and the Builders Who Break It

Why the AI bubble persists — hype, misaligned incentives, and closed research — and how an outsider approach of quantifying ethics, shipping code, and collaborating with AI offers a different path.

Trend shifts, market movement, and strategic signals#AI Ethics#AI#AGI#AI Hallucination#AI Governance