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....
AI Content Farms Are Killing Search
AI content farms have flooded search results with machine-generated text optimized for ranking, not accuracy....
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....
The Speech-to-Speech Revolution: When 300ms Changes Everything
Speech-to-speech AI has crossed the 300ms latency threshold where interactions feel like genuine conversation....
What AI Agents Cannot Do (And Will Not, Anytime Soon)
AI agents have hard limits. They will not replace judgment, empathy, expertise, accountability, or physical labor. Five things knowledge workers still own....
LeCun's Bet Against LLMs: Why the AI Contrarian Might Be Right
Yann LeCun is betting that large language models are a dead end for AGI. His new startup AMI Labs pursues world models instead....
Why 95% of AI Pilots Fail
MIT-linked studies show 95% of generative AI pilots failed to generate meaningful business impact. The failure patterns and how to avoid them....
AI Sovereignty: The Expensive Illusion Every Nation Is Chasing
Every nation wants AI sovereignty. Only the US and China have anything close to it....
Why Your AI Vendor Is Lying to You
How to see through AI vendor marketing: why demos don't match reality, how accuracy numbers lie, and what questions to ask before buying enterprise AI....
When AI Coding Actually Helps: Patterns That Work
AI coding tools made experienced developers 19% slower in METR's study....
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