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GLOBE: Trajectory-Aligned Gradient Matching with Structured SparseOptimization for Coreset Selection
GLOBE is a new coreset selection method that uses gradient trajectories across training checkpoints and multi-order matching to improve on-device training efficiency by selecting compact, representative subsets of training data.
Aug 5, 2026
Dwindling cash and soaring memory costs: Tech's AI buildout has ballooning price tag
Major tech firms including Amazon, Alphabet, Tesla, and Meta are experiencing severe cash flow deterioration amid massive capital expenditures on AI infrastructure, signaling mounting financial strain from the AI buildout.
Jul 31, 2026
Counterpoint: China smartphone sales fell 13% YoY during the 618 shopping festival as brands raised prices to offset memory costs; Honor fell 33% and Xiaomi 24% (Reuters)
China's smartphone sales declined 13% year-on-year during the 2024 618 shopping festival, with Honor and Xiaomi experiencing steeper drops of 33% and 24% respectively, as manufacturers raised prices to absorb rising memory chip costs.
Jul 9, 2026