Kaplan
PulseAugur coverage of Kaplan — every cluster mentioning Kaplan across labs, papers, and developer communities, ranked by signal.
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Meta researchers unveil new AI scaling laws and agent harness methods
Meta researchers have introduced two new papers detailing advancements in AI scaling laws and agent harness development. The first paper proposes a 'Skaling law' that couples model capacity and training data, improving …
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New 'Skaling' law improves neural scaling predictions with less compute
Researchers have introduced a new neural scaling law called "Skaling" that addresses limitations in existing models. Standard formulations often misestimate loss at data-scarce or overtraining extremes due to the assump…
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Hydrogenerator operating regimes identified using fused flux and current data · 2 sources tracked
Researchers have developed a method for identifying the operating regime of a 10-MW Kaplan hydrogenerator by fusing data from air-gap flux and rotor-current measurements. The study utilized ten stator-mounted Hall probe…
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AI Scaling Laws Explained by New Data Mixing Framework
Researchers have developed a new theoretical framework to explain how data mixing affects the scaling laws of AI models. This framework extends existing theories for neural scaling laws to multi-domain data, identifying…