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Optimizing Length Compression in Large Reasoning Models

arXiv:2506.14755v2 Announce Type: replace-cross Abstract: Large Reasoning Models (LRMs) have achieved remarkable success, yet they...

Optimizing Assembly Code with LLMs: Reinforcement Learning Outperforms Traditional Compilers

LLMs have shown impressive capabilities across various programming tasks, yet their potential for program optimization...

Operationalizing AI for Scale and Sovereignty

Companies are taking control of their own data to tailor AI for their needs. The...

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles

arXiv:2503.17352v3 Announce Type: replace-cross Abstract: We introduce OpenVLThinker, one of the first open-source large vision-language...

OpenThoughts: A Scalable Supervised Fine-Tuning SFT Data Curation Pipeline for Reasoning Models

The Growing Complexity of Reasoning Data Curation Recent reasoning models, such as DeepSeek-R1 and o3...

OpenSIR: Open-Ended Self-Improving Reasoner

arXiv:2511.00602v2 Announce Type: replace Abstract: Recent advances in large language model (LLM) reasoning through reinforcement...

OpenGloss: A Synthetic Encyclopedic Dictionary and Semantic Knowledge Graph

arXiv:2511.18622v1 Announce Type: new Abstract: We present OpenGloss, a synthetic encyclopedic dictionary and semantic knowledge...

OpenCUA’s open source computer-use agents rival proprietary models from OpenAI and Anthropic

The open source framework provides the data and training recipe for building powerful computer-use agents...

OpenAI’s GPT-5 rollout is not going smoothly

It also failed on a simple algebra arithmetic problem that elementary schoolers could probably nail...

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