
Anthropic has granted six researchers from the nonprofit METR employee-level access to its internal systems to independently audit AI safety and risk management practices. The arrangement allows METR to publish assessments without Anthropic's approval, with redactions limited only to specific categories like customer data or proprietary architecture details. This initiative fulfills a commitment made by CEO Dario Amodei in September and aligns with broader industry efforts following recent disclosures of AI agent incidents. METR serves as the top tier in a three-tier evaluation system, distinguishing this deep-dive audit from narrower reviews conducted by other organizations.
Read originalEarlier coverage that leads up to this article, and what followed. Lines connect each piece to the closest one after it, converging here.
© TechCrunch AIxAI's attempt to dismiss the NAACP's Clean Air Act lawsuit failed after a federal judge ruled that its gas turbines are not exempt mobile sources and that plaintiffs have standing. This legal setback confirms that AI infrastructure operators cannot bypass environmental permitting by classifying heavy industrial equipment as temporary or mobile. The ruling forces xAI to face scrutiny over air quality impacts at its Colossus data center, setting a precedent for how large-scale compute facilities are regulated under existing environmental laws.
© TechCrunch AIWIRED AI · July 1, 2026 · Related
WIRED AI · July 16, 2026 · Related
TechCrunch AI · July 31, 2026 · Related
Anthropic · August 25, 2026 · Related
AI Explained · August 27, 2026 · Related
The Verge AI · September 11, 2026 · Related
TechCrunch AI · September 18, 2026 · Same story
The Verge AI · October 8, 2026 · Related
OpenAI is scaling back its ambitions as investor appetite for massive AI infrastructure bets cools. The company has lowered its fundraising target from $30 billion to $20 billion, with only $11 billion secured so far against a valuation that has dropped from $1.4 trillion. This retreat signals a growing wariness among Wall Street investors regarding the capital intensity of the AI race, forcing even the most dominant players to adjust their financial expectations.
Sam Altman is pushing back against the local AI trend, arguing that hoarding DRAM in personal devices is a global waste during a severe supply crunch. He points out that consumer hardware sits idle most of the time, whereas cloud data centers achieve the high utilization rates needed to justify the billions invested by players like OpenAI and Stargate. This isn't just an opinion; it's a defense of the centralized infrastructure model against the growing open-source movement. The real-world impact is visible in the locked-up supply from Samsung and SK Hynix, which drives up costs for everyone else.