Korean Startup Motif Reveals Key to Enterprise LLM Reasoning, Outperforms GPT-5.1 | OpenAI’s GPT-5.2 Excels in Science, Byte-Level Models Boost Multilingual AI
Key Takeaways A Korean startup, Motif Technologies, has released a 12.7B parameter open-weight model that outcompetes OpenAI’s GPT-5.1 in benchmarks, alongside a white paper detailing four critical, reproducible lessons for enterprise LLM training focusing on data alignment, infrastructure, and RL stability. OpenAI’s new GPT-5.2 model demonstrates significant advancements in math and science, achieving state-of-the-art results on challenging benchmarks and facilitating breakthroughs like solving open theoretical problems. The Allen Institute for AI (Ai2) introduced Bolmo, a family of byte-level language models…