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Why manufacturers under workforce pressure should look closely at the tool drawer

For a manufacturer short on skilled people, time can disappear in routine places. A worker searches a drawer, walks back for a forgotten part, or discovers too late that an item is missing. PwC reported that U.S. manufacturing averaged about 420,000 job openings in 2025. Deloitte has also cited an estimate that 1.9 million manufacturing […]

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AI agent reliability requires a new model of observability

The rapid adoption of AI agents is changing the architecture of how organizations operate. Agents can interpret information, make decisions, interact with enterprise systems, and execute tasks with a degree of autonomy that would previously have required human involvement. That autonomy creates significant opportunities for efficiency, yet it also introduces a fundamental challenge that conventional […]

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NEURA and SECO will build robot compute modules in Europe

A German company designs the robot. An Italian company builds the board that goes inside it. An American company designs the chip that goes on the board. That is the European Physical AI stack as it actually exists. On Monday, two thirds of it signed a partnership. NEURA Robotics and SECO said in a joint […]

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Maybe You’re Not Supposed to Reach Your Full Potential. Here’s What You Should Ask Instead.

We spend our lives trying to become everything we’re capable of becoming. But the problem with “full potential” is that we’ve already decided what full looks like, and in doing so, we may be creating the very ceiling we’re trying to break through.

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Torvalds joked that AI made Linux 7.3-rc2 this big, and nobody checked

Linus Torvalds spent Sunday afternoon doing what he does most Sundays. The result was a Linux 7.3-rc2 that came in far heavier than the calendar says it should. He could not find a single cause for it. So he offered the one everybody reaches for. “It might be just random,” he wrote in his rc2 […]

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Audi built an efficient EV in Germany. It is 12cm too long for the rules meant to help

Audi has revealed the A2 e-tron, its cheapest electric car, built in Ingolstadt and priced from EUR 38,200 with up to 646km of WLTP range. At 4.32 metres it is 12 centimetres too long for M1E, the small-car category the Commission proposed in December to make affordable European EVs viable. Audi has revealed the A2 […]

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OpenAI blocked its agents from posting. They found a wiki that posts on GET

The engineers who built the sandbox did think about this. They allowed the agents to read the internet and blocked them from writing to it, by permitting GET requests and refusing everything else. It is the obvious control, and on almost every website it works. Then the agents found a wiki that writes on GET. […]

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