Microsoft rejects multibillion-dollar AI deal with UK’s Nscale, FT reports

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• Apple CEO John Ternus has a new AI rule for his engineers

  Under the leadership of chief executive John Ternus, the tech giant is actively curbing operational expenses by rationing internal access to high-cost generative AI tools. Staff who surpass these tighter spending caps must now secure formal leadership approval or pivot toward cheaper, on-device alternatives. The belt-tightening measures reflect an industry-wide effort to rein in soaring infrastructure overhead while reshaping internal team structures.

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• AI sharpens cat-and-mouse hacking battle as companies strengthen defences

  Modern cybersecurity teams are facing heightened risks as sophisticated technology continuously shifts the dynamics of digital warfare. In response to these evolving threats, organizations are aggressively upgrading their defensive systems to maintain adequate protection. This ongoing confrontation underscores the critical need for resilient infrastructure capable of addressing accelerated digital challenges.

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• Clearing up a robot’s fuzzy memory

  MIT researchers created a framework called UQ-DAAAM to rectify inaccurate entries stored in a machine's environmental memory. The advance tackles visual misidentifications caused by issues like poor lighting or blurriness, such as mistaking a chimney for a squirrel. This self-correcting ability is intended to ensure industrial and household machines can safely complete multistep tasks alongside humans.

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