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Francis Halzen’s Nobel Prize and the Telescope Hidden in Antarctic Ice
physics Oct 06, 2026 5 min read

Francis Halzen’s Nobel Prize and the Telescope Hidden in Antarctic Ice

Francis Halzen’s 2026 Nobel Prize recognizes the vision behind IceCube, a cubic-kilometer detector buried in Antarctic ice. This beginner-friendly guide explains how tiny flashes of Cherenkov light become evidence of violent cosmic accelerators.

by ahsan
#astronomy #icecube #neutrinos #particle physics #physics
LLMs can’t jump: the abductive gap in AI science
ai for science Aug 05, 2026 7 min read

LLMs can’t jump: the abductive gap in AI science

A growing AI-for-science argument says LLMs excel at induction (pattern learning) and deduction (deriving consequences) but miss abduction: inventing the premises that make new theories work. The proposed fix points to physically consistent, multimodal world models that can translate simulated dynamics into formal axioms.

by ahsan
#ai for science #llms #physics #reasoning #world models

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