The AI Compute Crunch Is Here (and It's Affecting the Entire Economy)
…AI costs are unsustainably low and may wake up one day to find that their compute costs suddenly double, 10x, or that they simply aren’t able to access compute anymore. The…
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Videos
More videosAnthropic and Elon Musk Strike Unexpected Data Center Deal
…that major AI companies risk deployment constraints and higher costs if they don't secure their long-term infrastructure now. "Over time, compute access may become as strategically important as the models…
You’re about to feel the AI money squeeze
…And it’s eaten up completely by indirect operation costs, like building out more compute and the “ungodly” expense of constantly training the next big model. “As soon as you then add…
Building for the Rising Complexity of Agentic Systems with Extreme Co-Design | NVIDIA Technical Blog
…Diminished throughput leads to prohibitive per-token costs, making agentic systems economically challenging at scale. Breaking this bottleneck requires a complete shift in infrastructure design. Modern GPUs offer enormous compute and substantial…
Anthropic's Claude can control your Mac by pretending it's a human user
…Two big pushes in this field were OpenClaw and Perplexity's Personal Computer. In both cases, users would allow AI agents access to local files and applications stored on a Mac…
Anthropic and Amazon expand collaboration for up to 5 gigawatts of new compute
Announcements Anthropic and Amazon expand collaboration for up to 5 gigawatts of new compute Apr 20, 2026 We have signed a new agreement with Amazon that will deepen our existing partnership and…
Claude controlled my Mac for half an hour. It was a wild, worrisome ride
…s "computer use" toggle in the Settings > General menu, and you'll need to grant Claude macOS-level "accessibility" and "screen recording" permissions. You must also give Claude specific access to…
What is the AI compute crunch, and why are AI tools hitting usage limits?
…If AI becomes the everyday interface for coding, science, learning, medicine, customer service, defense planning and office work, then access to compute becomes access to economic speed. And limits are starting to…
Users protest as Google Antigravity price floats upward
…how these Antigravity quotas are calculated and an immediate fix for these ghost-drains on our limits." AI processing makes intensive use of compute resources, and how much resource will be used…
Introducing Sonnet 4.6
…It’s one of the best measures we have, but not a complete picture of real-world computer use. Real-world computer use is often messier and more ambiguous, and it carries…