RESEARCH

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Publications

A complete list of our research publications and development updates.

Recent Publications

$OneMillion-Bench: Defining the Onboarding Standard for "Industry Digital Workers"

RuleReasoner: Enhancing Logical Reasoning in Agents via Explicit Rule Guidance

Absolute Zero Reasoner: Zero-Data Reinforcement Self-Play Reasoning

Native Parallel Reasoner: Teaching Agents to Reason in Parallel Natively

Making MoE Agents Truly "Listen to Context"

Teaching Search Agents to "Think Before They Search"

Beyond the Bradley-Terry Paradigm: Defining Next-Generation Preference Alignment

"Meta-Reflection" Learning for Small Models