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....
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. Understanding this predicts where they'll fail—and why you can't trust t...
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. Quality plateaued in 2025, technical debt exploded 8x, and the gap between benchmarks and production real...
Why RAG Will Replace Fine-Tuning for Enterprise AI
Fine-tuning creates models that know things. RAG creates systems that look things up. For enterprises where knowledge changes faster than training cycles, RAG wins on cost, velocity, and auditability....
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. The reasons are predictable: unclear ROI, agent washing, and deployments without governance....
AI Coding Tools Have No Institutional Memory
AI coding assistants are stateless. They don't remember your architectural decisions, past bugs, or team conventions. This creates a specific kind of technical debt—code that looks correct but violate...
The GPU Shortage Aftermath
The AI boom created a GPU shortage that's reshaping how companies think about compute access and infrastructure....
The Dirty Secret of AI Video Generation
AI video generation looks impressive in demos because those clips are selected from dozens of attempts. In production, expect 3-5 generations per usable clip, 15-20% cleanup time, and quality that isn...
AI Content Farms Are Killing Search
AI content farms have flooded search results with machine-generated text optimized for ranking, not accuracy. By 2026, genuine expertise gets buried under industrial-scale content pollution....
Agentic AI Is Just Automation With Better Marketing
Strip away the marketing and 'agentic AI' is workflow automation with LLM steps. Useful, but not the revolution the vendors are selling....
The ASR Industry Is Solving the Wrong Problem
Speech recognition vendors have spent decades perfecting noise filtering. Research shows it often hurts accuracy. A different approach to acoustic intelligence is needed....
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