ReFrain Enables Regression‑Free Abstention for Multimodal Models
A new method called ReFrain lets multimodal models refuse unanswerable queries without losing previously learned correct answers.
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AutoQS Automated Quantization Strategy Design
AutoQS uses LLMs to automate quantization strategy design, balancing quality and storage under limited evaluation budgets, a new AI optimization approach.
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SciMARS Tests Recursive Self-Improvement for AI Science Agents
Grafy Research Lab proposal SciMARS outlines recursive self-improvement for multi-agent science, using shared evidence and component editors. See source.
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Deep Principle launches Hydrogen-1.0, a 753B open-weight model for scientific discovery
Deep Principle released Hydrogen-1.0, a 753‑billion‑parameter open‑weight model for chemistry.
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