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News roundup 65

Created on May 30|Last edited on May 30
One training example can unlock LLM reasoning?
A single math problem used in RL training doubled model accuracy across diverse benchmarks.
ByteDance and Birmingham debut VoRA for leaner multimodal AI
VoRA teaches LLMs vision using lightweight adapters, matching top models without added inference cost.
Mistral AI unveils Agents API for enterprise-grade autonomy
New API enables multi-agent collaboration, tool use, and memory for real-world business tasks.