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Tagged: economics
46 posts
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AI Exposure of the US Job Market — Karpathy
Canaries in the Coal Mine — Stanford/MIT
Labor Market Impacts of AI — Anthropic Research
Measurability-biased technical change thread
nailed the framing
put it well
treemap of AI exposure across 342 US occupations
AI Exposure — Theory vs Reality
Cross-referencing Karpathy's AI exposure treemap with Anthropic's observed coverage data, Stanford's entry-level impact research, and the measurability thesis. Four interactive views of the gap between what AI could disrupt and what it actually is.
The Measurability Trap
Karpathy mapped which jobs AI could disrupt. Anthropic measured which ones it actually is. The gap tells us everything about where we are, and the fault line isn't skill or education. It's whether your output can be measured.
AI Doesn't Reduce Work - It Intensifies It
between 0.7% and 94%
CIO.com described it well
METR Study: AI Tools and Developer Speed
Some Simple Economics of AGI (arXiv)
Some Simple Economics of AGI
Stack Overflow 2025 Developer Survey - AI Section
The AI Productivity Paradox Research Report
The New Asymmetry: When Generation Outpaces Verification
Transitioning to the Verification Economy
The Verification Bottleneck: Why AI's Real Cost Is Human Attention
AI scales execution to near-zero cost. But verifying that output stays biologically bounded. The bottleneck was never intelligence. It's human verification bandwidth.
Faros AI study
HBR study from UC Berkeley
METR randomized controlled trial
new paper from MIT and Washington University
Stack Overflow 2025 survey
Standardizing AI Value? The Tech and Economics Behind Anthropic's MCP
Decoding MCP's Technology, Market Impact, and Potential as a Foundational AI Standard.
Building Agents with Model Context Protocol - Full Workshop with Mahesh Murag of Anthropic
Zapier MCP actions
Jacks of All Trades, Masters of One, and the Model Production Frontier!
Do the right thing!
Production possibilities frontier (PPF)
Pre-training, Fine-tuning, and Kungfu!
From Novice to Apprentice
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