Innovations

Claude Designed 17 Scorpion Toxin Binders in Just 64 Hours and Why It Is Not an Antivenom Yet

Anthropic reports that Claude generated 318,484 protein designs in 64 hours to target scorpion neurotoxins. Outside labs confirmed that 17 of 211 tested designs bind. The binders are an early step toward

How AI Turned a Shelved 2024 PHP Bug Into a Web-Wide Emergency

PHP's maintainers spotted the root of this week's critical flaws back in 2024 but could not prove it was exploitable. Frontier AI models did that in days, and governments are now pulling websites offline

A Single Selfie Could Help AI Predict Cancer Patients Survival

Mass General Brigham researchers have built FAHR-Face, an AI model trained on more than 40 million facial images that estimates biological age and predicts survival risk in cancer patients from a face ph

Why a New Superfluid Helium Qubit Could Cut Quantum Computing Errors 100 Fold

University of Surrey researchers have proposed the Superfluid Helium Oscillator Quantum device, a conceptual qubit design using charge-neutral helium-3 that calculations predict could reduce quantum comp

How UCLAs Light Powered AI Detects Deepfakes With Nearly 98 Percent Accuracy

UCLA researchers have built a hybrid digital-analog system that uses a programmable light modulator to analyze up to 15 videos simultaneously in a single optical pass, detecting deepfakes with nearly 98%

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