Dipesh Tharu Mahato
PulseAugur coverage of Dipesh Tharu Mahato — every cluster mentioning Dipesh Tharu Mahato across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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ProxyGuard method enhances reliability of machine learning data releases
A new method called ProxyGuard has been developed to improve the reliability of data release mechanisms in machine learning. This system allows researchers to select proxy datasets with greater confidence by controlling…
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New research measures AI assistant utility-risk frontiers
A new research paper introduces a method called safeguard-conditioned uplift to evaluate how different access conditions for AI assistants affect their utility and risk. The study tested this method on Claude Sonnet 4.6…
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AI model activations signal near-term failure under visual shifts
Researchers have developed a method to detect potential failures in Vision Language Action (VLA) models like OpenVLA by analyzing their internal activations. During controlled experiments involving visual distribution s…