The Demo-to-Production Gap: Why AI Projects Fail
42% of companies abandon AI initiatives before production, and MIT found 95% of organisations getting zero return on generative AI....
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....
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....
Noise Processing for ASR: Test the Recognition Effect
Evaluate ASR noise processing with unchanged baselines, representative recordings and separately reported stress conditions....
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....
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