The Hidden Cost of AI Calendar Assistants
AI calendar assistants claim massive time savings, but rigorous research reveals a productivity paradox: tools that make you feel faster actually make you slower while introducing hidden costs....
Open Source Isn't Free
Open source software has a price tag of $0 and a total cost of ownership that can dwarf commercial alternatives. The 'free' in free software refers to freedom, not cost....
Why Your Company Doesn't Need a Data Lake
Data lakes have become resume-driven development. 85% of projects fail, most turning into data swamps. A well-structured PostgreSQL database handles most real-world use cases....
Why Every ASR System Lies About Its Accuracy
ASR accuracy claims are based on ideal conditions. Real-world performance with background noise, accents, and domain jargon drops 30-50%. What AMBIE taught us about honest metrics....
AI Hallucinations in the Enterprise: The 4.3-Hour Weekly Tax
Knowledge workers spend 4.3 hours per week fact-checking AI outputs. 47% of enterprise users made major decisions based on hallucinated content. The costs are mounting....
Why AI Wrappers Are the New Dropshipping
The AI wrapper economy mirrors dropshipping: low barriers to entry, no moat, platform dependency. With 90% failure rates and platforms absorbing successful features, the model is broken by design....
Most Security Breaches Don't Matter
The security industry profits from fear. Most breaches have minimal impact while companies overspend on exotic threats....
Why AI Agents Can't Remember (And What's Changing)
Current AI agents don't learn - they retrieve. New research on reinforcement learning for memory could change that. Understanding why your AI agent keeps making the same mistakes....
AI Art Is Actually Good for Artists
The panic over AI image generation misses how it's actually helping working artists be more productive and creative....
European VC Funding: The Gap Between Headlines and Reality
European AI funding doubled in 2025. But 90% of startups fail and 95% of AI pilots never deliver ROI. What the funding headlines don't tell you....
The AI Bubble Will Deflate, Not Pop
Drawing parallels between the 2000 dot-com crash and today's AI investment frenzy. Why the current AI correction will be a deflation rather than a catastrophic burst....
Why Multimodal AI Is Massively Overhyped
Multimodal AI sits at peak hype on Gartner's 2025 cycle. But 80% of pilots fail to scale beyond testing. The gap between benchmark performance and production reality is where projects go to die....
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