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HABER PAPER / NEWSROOM

Global business and economy news — Page 32

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Apple study pools idle Mac GPUs for distributed inference

Apple researchers describe Minions, a system that pools idle Apple Silicon GPUs for machine-learning inference. The paper says some internal workloads moved from queues exceeding ten hours to starting within minutes.

Source: arXiv, Minions: A Dynamic and Distributed Virtual GPU Cloud Built on Idle Apple Silicon Devices (arXiv:2610.12970)
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Carpet-like growth yields millimeter-scale 2D topological-insulator films

A University of Chicago research release on October 12 describes an ACS Nano study published October 9 that used spectroscopy to track topological edge states in bismuth-telluride layers.

Source: University of Chicago Pritzker School of Molecular Engineering research release
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AgricultureEvent / data period:

Brazil study finds desertification forecasts stronger for regional trends

A ConvLSTM trained on Ceará satellite data from 2000–2023 captured regional land-degradation trends better than changes in individual 2.2-kilometre cells. The researchers say cell-level changes remained largely unpredictable.

Source: arXiv, Desertification Forecasting in Semi-Arid Regions: Using Deep Learning to Probe the Observability Limits of Land Degradation Dynamics (arXiv:2610.13406)
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Robot policy study makes physical time explicit

Stanford researchers’ Chronos Policy method aligns robot observations and actions using timestamps rather than fixed steps. The preprint reports better retention of task success under some timing changes.

Source: arXiv, Chronos Policy: Learning Robot Policies on Physical Time (arXiv:2610.13929)
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