SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning
Paper • 2608.14277 • Published • 32
🔄 In a Training Loop
Pratyay Banerjee
Neilblaze
AI & ML interests
IR, NLP, Pattern Recognition, xAI, Interpretability, Evals
Recent Activity
upvoted a paper about 24 hours ago
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning upvoted a paper about 24 hours ago
HarnessOpt-Bench: Evaluating LLMs at Harness Optimization upvoted a paper about 24 hours ago
OneDayAgent: Towards a Long-Horizon Harness for Autonomous AgentsOrganizations
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papers about 24 hours ago
HarnessOpt-Bench: Evaluating LLMs at Harness Optimization
Paper • 2608.06301 • Published • 35
OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents
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SPADE: Self-Play in Adaptive Synthetic Executable Environments
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EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning
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Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory
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Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development
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SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs
Paper • 2608.03573 • Published • 56
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design
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Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search
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Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution
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AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning
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Stealing Reasoning Traces from Proprietary LLM APIs
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On-Policy Self-Distillation without Any Supervision
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Recursive Synthesis for Long-Horizon Terminal Tasks
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