IFS Industrial Index 2026: AI Agents Lift Field Productivity →
In the IFS Industrial Index 2026 survey, firms report AI gains in reliability and delivery. UK firm PHS raised technician jobs per day from 18.5 to over 26.
Keven · Original writing
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PJM Capacity Auction Falls 6.8 GW Short as Data Centers Grow →
PJM's 2028/2029 capacity auction cleared at the $325/MW-day cap and fell 6,831 MW short of its reliability requirement as data centers lift the load forecast.
Keven · Original writing
Paper2Agent Turns Research Papers into AI Agents →
Stanford's Paper2Agent turns a paper with code into an AI agent that answers plain-language questions and runs analyses. Knowledge must be executable.
Keven · Original writing
CoreWeave: Physical AI Fails When Data Misses Key Moments →
CoreWeave's physical AI head Richard Ahlfeld says models most often fail because training data never captured the critical moments; energy sites face this too.
Keven · Original writing