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Anthropic is claiming its AI systems can now automatically detect and correct their own alignment failures — essentially, AI watching over AI. The company says automated researchers identified problematic model behavior and opened fixes without human intervention. It's a significant claim, and one that deserves scrutiny, because self-correcting systems sound elegant right up until they aren't.
On the economic side of that same conversation, a new piece in Communications of the ACM is pushing back on the dominant winner-take-all framing of artificial intelligence development. The argument is collectivist — that the gains from AI should be structured more like shared infrastructure than private capture. It's an academic paper, but the timing feels pointed.
And Apple's folding iPhone is now expected to land on September ninth, and the pressure on it is considerable. Competitors like Samsung's Galaxy Z Fold eight have been refining the category for years. The question isn't just whether Apple can make a good foldable — it's whether Apple can make foldables matter to people who've so far shrugged at the whole form factor.
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