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A California data center company is taking an irrigation district to court after being denied access to water from fallowed farmland. Imperial Valley's water authority blocked the sale of roughly two hundred eighty seven million gallons intended to cool a three hundred thirty megawatt facility. The deeper question isn't really about one data center — it's about whether industrial AI infrastructure can legally claim water that once fed crops, and what precedent that sets across the drought-strained American West.
Meanwhile, Visa has revealed it used Anthropic's Claude Mythos to probe for vulnerabilities inside its own global payment network — a system spanning more than two hundred countries and connecting nearly five billion payment credentials. The model didn't just find individual weaknesses; it chained minor flaws together into working exploits that human testers had missed. Visa then open-sourced the testing harness, handing the broader security community a new kind of tool.
And on the AI infrastructure front, the Agentic AI Foundation under the Linux Foundation has released an enterprise-focused update to the Model Context Protocol. Originally open-sourced by Anthropic in late two thousand twenty four, MCP defines how AI agents connect to external data and tools. This update is essentially a signal that agentic AI is moving from experiment to corporate plumbing.
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