Rubric 02
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The connecting tissue of research, technology and culture.
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LLM framework automates explainable AI evaluation
LLM framework automates explainable AI evaluation When an artificial intelligence denies a loan application or flags a medical scan as urgent, someone will eventually ask why. The answer often arrives as a heat map, a...
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AI agents take over quantum lab calibration work
AI agents take over quantum lab calibration work The lab at MIT runs through the night without anyone watching it. A machine, cooled to near absolute zero, holds a chip with artificial atoms that must be measured...
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AI systems create dangerous illusion of understanding
AI systems create dangerous illusion of understanding In 1966, MIT professor Joseph Weizenbaum published a paper describing ELIZA, a simple program he had developed between 1964 and 1966 that mirrored a user's words...
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State Ownership Reshapes the Future of AI Investment
State Ownership Reshapes the Future of AI Investment In 2025, the most revealing question about artificial intelligence is no longer what it can build, but whose name appears on the cap table. When the government of...
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AI coding boom masks gap between promise and performance
AI coding boom masks gap between promise and performance When Cognition announced its latest funding round at a $48 billion valuation, the number landed with the weight of a verdict. Investors are betting that AI coding...
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Silent AI token theft drains accounts without user action
Silent AI token theft drains accounts without user action There is a specific kind of trust we place in tools that work invisibly. We do not check the plumbing behind the wall, nor do we audit the electrical current...
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AI agents perform work without true understanding
AI agents perform work without true understanding The most dangerous lie in artificial intelligence is not the one it tells us, but the one it tells about itself. Salesforce's recent push to transform Agentforce into...
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AI Data Centers Outgrow Local Judgment
AI Data Centers Outgrow Local Judgment The first sign that something fundamental had shifted was not a headline about artificial intelligence. It was a quiet admission from a governor who had spent years courting the...
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AI decodes crow calls but cannot explain its understanding
AI decodes crow calls but cannot explain its understanding The machine does not know why it knows. When the Earth Species Project fed 150,000 carrion crow recordings through its pattern recognition models, the output...
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AI quietly removes human judgment from work
AI quietly removes human judgment from work There is a particular kind of silence that settles over a meeting when someone realizes their expertise is no longer the bottleneck. It is not the silence of agreement, nor...
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AI writes 15% of UK parliamentary statements without disclosure
AI writes 15% of UK parliamentary statements without disclosure There is a specific kind of deception that does not announce itself. It does not wear a mask or tell a lie with bold confidence. Instead, it hides in plain...
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Geometry Beats Blueprints for Robot Object Recognition
Geometry Beats Blueprints for Robot Object Recognition The quiet revolution in robotics was never about bigger brains. It was about the moment a machine stops asking "what is this object?" and starts asking "which one...
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