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One AI module faked 86% of a pipeline's accuracy gains by feeding another the answers
A retrieval-augmented generation (RAG) system is built to answer strictly from the documents it retrieves. But when engineers optimize these AI pipelines end-to-end, the reader module can learn a shor [...]
5% GPU utilization: The $401 billion AI infrastructure problem enterprises can't keep ignoring
For the last 24 months, one narrative justified every over-provisioned data center and bloated IT budget: the GPU scramble. Silicon was the new oil, and H100s traded like contraband. Reserve capacity [...]
Agent context layers: Enterprises governing their AI data are catching twice as many bad answers as the ones who aren't
Across 101 enterprises, the context feeding AI agents is failing often and repeatedly. Sixty-eight percent have traced a confident but wrong agent answer to missing or inconsistent business context in [...]
The USDA will republish climate change information online following farmer lawsuit
In the early days of President Donald Trump's second administration, federal agencies including the US Department of Agriculture were ordered to remove information about climate change from their [...]
Infrastructure and compute: Enterprises are buying AI compute for speed while flying blind on what it costs
Across 170 enterprises, AI infrastructure has moved decisively into production — two-thirds now run AI workloads live and three in 10 run them at scale — while the ability to account for what that [...]
John Deere launches JD, an AI assistant that answers questions from a farm’s own data
John Deere has launched JD, an AI assistant that answers plain-language questions from a farm’s own machine and field data, alongside a ten-point voluntary Farmer Data Commitment. In the EU those co [...]
The AI compute gap: Enterprises are buying infrastructure faster than they can measure what it costs
Across 107 enterprises, AI infrastructure spending is accelerating well ahead of the ability to see or steer its economics. Most organizations run their AI on a familiar base of hyperscalers and model [...]
After Harvey, vertical AI’s next $10B winner might be in agriculture
In legal, Harvey crossed an $11 billion valuation and Legora is racing to claim the European market behind it. In healthcare, Abridge has built a multi-billion-dollar business turning clinical convers [...]