Developers using AI thought they were 20% faster. A controlled trial found they were 19% slower. That 43-point gap is a governance problem most frameworks don't address.
Companies stopped replacing junior developers. That quiet shift is eroding the apprenticeship pipeline that produces senior engineers capable of supervising AI.
AI tools boost individual productivity but reduce collective originality. Research shows teams using the same AI platforms converge on the same ideas which is growing competitive risk.
Anthropic's new research measures the gap between what AI can theoretically do and what people are actually using it for. The findings reshape how organizations should think about AI workforce strategy.
METR's developer productivity study collapsed because developers refuse to work without AI. What that means for how organizations should measure AI investments.
The AI failures that cost real money aren't the spectacular ones. They're quiet — silent model updates, unmonitored systems, pilot gaps, and automating broken processes.
AI coding tools feel like they're working, but the data says otherwise. The best engineers aren't coding faster — they're asking better questions.
Companies poured $109B into AI in 2024, yet productivity stats haven't moved. Is this an infrastructure build-out or a sophisticated bubble?
New research reveals experienced developers are 19% slower with AI tools, exposing the hidden process problems that actually control development speed.
Why Your Test Projects Never Scale
I built a SmugMug replacement in five hours with AI tools. When competitors can replicate your product that fast, your value proposition needs rethinking.
I use AI daily — not to replace my thinking, but to multiply my output. Here's how I leverage AI for coding, research, and content.
Anthropic analyzed 4M+ AI conversations to reveal where AI actually gets used. The data shows augmentation wins over automation, 57% to 43%.
Viewing AI as just a cost-cutting tool is short-sighted. Its real power is freeing people to focus on creativity, strategy, and innovation.
Interesting analysis today over on Jeffrey Phillips' Thinking Faster Blog in an article titled "Productivity Barriers". Note: if you have an interest in
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