Libratus
PulseAugur coverage of Libratus — every cluster mentioning Libratus across labs, papers, and developer communities, ranked by signal.
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AI model pickers must never lie to users, failing loudly is better
Developers should avoid silently downgrading users to cheaper AI models when premium options are unavailable, as this erodes trust and provides a poor user experience. Instead, AI product interfaces should clearly indic…
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Kilo Code AI agent: Measuring the true cost of code diffs
Kilo Code, an AI agent for code development, can generate code patches quickly, but the true cost lies in human review and potential rework. The article proposes a method to measure the actual cost of accepting each dif…
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DeepMind poker AI trio's startup EquiLibre raises Series A for trading AI
EquiLibre Technologies, a startup founded by three former DeepMind researchers, has secured Series A funding led by Creandum. The company leverages AI, specifically reinforcement learning techniques similar to those use…
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New papers detail faster regret minimization for online optimization and games
Two new arXiv papers explore advancements in regret minimization for online optimization and game theory. The first paper introduces a simpler, computationally efficient algorithm for minimizing linear swap regret with …
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ICLR Workshop on Mechanism Design and Decision Intelligence Packed
A workshop at ICLR 2026 focused on mechanism design and decision intelligence, co-led by Alibaba Mama, drew significant attention from both industry and academia. The event explored how AI is reshaping fundamental econo…