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Writer's AI harness cuts token spend nearly 40% — without sacrificing accuracy
Enterprise AI is facing an ROI paradox. While throwing more compute at the strongest foundation model works well in product experiments, the costs become unbearable when the product is deployed in pro [...]
Microsoft tells employees to stop tokenmaxxing, sets division-level AI budgets
Microsoft executive vice president Jay Parikh has told employees in an internal email that the company needs to rein in its AI token consumption, writing that “tokenmaxxing is not what we are optimi [...]
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 [...]
Meta shifts from "tokenmaxxing" to token managing as internal AI costs reportedly hit billions
An internal memo to 6,000 employees reveals Meta is heading toward billions in AI costs from internal use alone. Starting in 2027, budgets, allocations, and a central dashboard called "AI Gateway [...]
Arkansas social media age verification law blocked by federal Judge
An Arkansas law requiring social media companies to verify the ages of their users has been struck down by a federal judge who ruled that it was unconstitutional. The decision is a significant victory [...]
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 [...]