The Marketplace Lied 62 Times Out of 100
100 GPU marketplace rentals, 62 never delivered a working GPU. What cheap GPU marketplaces really cost, and the fail-fast discipline that held 62 failures to $4.37....
Key Knowledge
LLMs Have No Intent: Why That Makes Them Dangerous
LLMs are amoral pattern engines that will confidently lie because confident lies were in the training data.
I Built a Browser LLM Lab. The Hard Part Was Refusing to Fake It.
LLM Lab (logicalart.us): real gradient descent in a browser tab, training machinery honest enough to fail in public, and a diploma that tells the truth....
The Human Inside Every Humanoid Robot
Humanoid robot companies hide human teleoperation behind impressive demos. The Mechanical Turk pattern is 256 years old and still working....
ChatGPT Health vs. Dr. Google: Same Problem, Shinier Package
OpenAI's ChatGPT Health promises to improve on Dr. Google with AI-powered medical guidance. But 56-72% accuracy isn't good enough when health is on the line....
Your AI Doesn't Deserve Your Trust Yet
How to architect AI trust with deterministic guardrails: Pydantic validators, Redis kill switches, and OAuth scopes....
America's AI Regulation War: States vs. Federal Government
California, Texas, and 36 other states passed AI legislation. Now a federal executive order threatens preemption. What happens next defines AI governance in America....
ChatGPT Already Replaced Your First Meeting
Prospects now research with AI before talking to sales. Your digital presence is your first impression....
The Coming Collapse of AI Coding Assistants
AI coding assistants promised 55% productivity gains but METR found developers are 19% slower....
Why RAG Will Replace Fine-Tuning for Enterprise AI
Fine-tuning creates models that know things. RAG creates systems that look things up....
The Demo-to-Production Gap: Why AI Projects Fail
42% of companies abandon AI initiatives before production. MIT research shows 95% of AI pilots fail. The demo-to-production gap is systematic and predictable....
Agentic AI's 40% Failure Rate: The Correction Nobody Wants
Gartner predicts over 40% of agentic AI projects will be canceled by 2027....
AI Coding Tools Have No Institutional Memory
AI coding assistants are stateless. They don't remember your architectural decisions, past bugs, or team conventions....
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