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Tech Beat · 12 AM Update

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OpenAI is at the center of a serious security conversation this week, after a reported hack that Hugging Face described as operating at superhuman speed, with little or no human guidance behind it. Whether that framing is precise or sensational, the underlying question it raises is real — what does incident response look like when the attacker may itself be an AI system?

Meanwhile, Meta is quietly stepping back from a renewable energy initiative, having committed to ten natural gas plants since last year to power its growing data center infrastructure. It's a reminder that AI's energy appetite is not an abstract future problem — it's a present one, and the companies building these systems are making hard choices about how to feed them.

And from the world of research, a paper published in the Proceedings of the National Academy of Sciences argues there is no such thing as a free benchmark. The core claim is that every evaluation tool carries hidden costs and assumptions, a point with real weight at a moment when AI capabilities are being measured, marketed, and debated more intensely than ever.

Those are the stories worth watching today. Keep surfing. Tech Beat out.

Sources

  1. https://signfile.io/
  2. https://www.pnas.org/doi/10.1073/pnas.2509757122
  3. https://quantisan.github.io/kakeya-game/
  4. https://www.engadget.com/2222988/meta-has-pulled-out-of-a-renewable-energy-initiative-as-it-relies-more-on-natural-gas-for-data-centers/
  5. https://www.bbc.co.uk/news/articles/cd9w22n9e4go?at_medium=RSS&at_campaign=rss
  6. https://www.techradar.com/gaming/nyt-connections-today-answers-hints-25-july-2026
  7. https://www.techradar.com/computing/websites-apps/nyt-strands-today-answers-hints-25-july-2026
  8. https://www.techradar.com/computing/websites-apps/quordle-today-answers-clues-25-july-2026
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