Posts tagged #Reasoning

Mar 8, 2026 6 min read

Bayesian Teaching: How LLMs Learn Probabilistic Reasoning

Google's Bayesian Teaching research, published in Nature Communications, introduces a training methodology that enables LLMs to probabilistically update their beliefs when receiving new information.

Mar 5, 2026 5 min read

Deep-Thinking Ratio: Cut LLM Inference Costs by 50%

Google & UVA research overturns the "longer = better" assumption for LLM reasoning. The Deep-Thinking Ratio (DTR) can cut inference costs in half while improving accuracy.

llm cost-optimization reasoning

Feb 13, 2026 4 min read

MIT SOAR: LLMs That Write Their Own Curriculum

MIT's SOAR framework enables LLMs to self-generate training curricula, solving the learning plateau problem in reinforcement learning.

ai llm reasoning