
$397 to $13 million: the public record of software prices
PriceProof turns USAspending awards into a checkable record of what US agencies paid for enterprise software, from Tableau at $397 to a $13 million contract.
10 stories on data from the Data Today newsroom.

PriceProof turns USAspending awards into a checkable record of what US agencies paid for enterprise software, from Tableau at $397 to a $13 million contract.
Border surveillance AI failed to prevent over 1,050 deaths within tower range from 2015 to 2026. MIT Tech Review mapped 4,000 remains against 600 towers, exposing detection gaps in the $6.2 billion virtual wall.
A reverse-engineered TikTok mobile API scraped 5.94 billion videos and 3.23 billion profiles in three weeks. 4.5 billion video records are now on Hugging Face as 289 GB of open data.
MCP attack chains bypass SOTA guardrails more than half the time because text classifiers miss composed tool-call exploits. The agentic safety gap is architectural, not a tuning problem.
From pixels and actions alone, the 5B-parameter MIRA world model simulates Rocket League with stable infinite rollouts at 20 fps on one B200.
A random 12-character password can outlast every computer on Earth, but an 8-character one on a weak hash falls in hours. Here is the brute-force math, mapped.
A typical AI text prompt uses roughly 0.24 to 0.34 watt-hours and a fraction of a milliliter of water, not a bottle per email. Training is huge but rare, and inference is what adds up.
EVA-Bench Data 2.0 is a 213 scenario dataset for testing enterprise voice agents across airline, IT, and healthcare HR workflows.
The United States holds about 75 percent of global GPU cluster performance. That concentration shapes pricing, latency, and policy for everyone building elsewhere.
Open-weight models went from a budget compromise to a default choice. On some benchmarks the gap to the best closed models shrank from 8 points to 1.7 in a year.