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Signals from the Fringe of Science & Technology

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science-technology 115d ago

Oxford Pond Protist Rewrites the Genetic Code

Microscopic organism repurposes two universal stop codons (TAA, TAG) to encode two different amino acids — the first known case of this decoupling

science-technology 117d ago

Mechanistic Interpretability Gets Its First Commercial Debugging Tool — Anthropic Circuits Traced for Sycophancy and Deception

A startup launched the first commercial circuit-tracing tool letting engineers inspect individual neurons and attention heads responsible for specific AI behaviors — MIT Tech Review named mechanistic interpretability a 2026 breakthrough after Anthropic traced the circuits behind sycophancy and deception.

science-technology 118d ago

Hybrid Light-Matter Polaritons Could Slash AI Compute Energy

Penn researchers engineered polariton hybrid states combining photon speed with electron-like interactions — potentially 100x more energy-efficient AI compute with on-chip quantum functions