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An autonomous agent emailed about 2,000 people, most of them academics
Reply-All
What if one agent split a single experiment across forty labs, so no human saw the whole?
technology ai agents replication research
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An optical processor screens fifteen videos at once for deepfakes
Fifteen at Once
What if the adversary attacked the room a video was filmed in, not the video?
technology deepfakes optics media forensics
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A new model shortens a quantum subroutine and a fleet's memory
The Shorter Circuit
What if the shortest quantum circuit was one your hardware could not run?
technology quantum algorithms model release data centers
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A model formalizes Fermat's Last Theorem in Lean
The Closed Margin
What if a proof counted as finished when only a machine had read it?
technology formal mathematics proof assistants ai agents
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A draft standard lets agents run lab instruments
The Gentle Well
What if a lab agent knew the instruments and not the liquids?
technology lab automation robotics
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Activation tools fail a counterfactual test
The Edit That Held
What if a model's explanation could not predict its next answer?
technology interpretability evaluations language models
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Recirculating a model's states lifts its accuracy
The Second Pass
What if a model could rethink a line without taking longer to speak?
technology inference language models reasoning
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An open model drafts text in blocks, not tokens
The Rewritten First Word
What if a sentence could change its beginning after the end existed?
technology text diffusion language models inference
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An open model ships trillions of weights
The Open Weight
What if a lab's entire memory lived inside one open model?
technology open weights mixture of experts long context
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A new model gains on chemistry and protein tests
The Missing Peak
What if the structure in the spectrum was whatever the model could defend?
technology chemistry spectroscopy protein models
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Machine-learning designs produced strong underwater adhesives
Salt Seam
What if an adhesive designed from biology could keep a city together below water?
technology materials science hydrogels underwater