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May 2023

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Edition · May 2023

k.Frontier
FrontierOpenAI Blog
KeyRank 78

Improving mathematical reasoning with process supervision

OpenAI demonstrates a new training methodology (process supervision) that achieves state-of-the-art mathematical reasoning while improving model alignment through step-by-step human validation. This signals a shift in how frontier labs approach both capability scaling and safety.

Why it ranks · · New SOTA achieved in mathematical problem solving · May 2023

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The six pillarsRanked by KeyRank · this month

Frontier

35% share

Models, benchmarks, the lab race. · 7 stories

  1. 1Improving mathematical reasoning with process supervision78
  2. 2Differential privacy for deep learning at GPT scale
  3. 3StarCoder: A State-of-the-Art LLM for Code
All 7 stories

Tools

35% share

The AI products people actually use. · 7 stories

  1. 1Hugging Face and IBM partner on watsonx.ai, the next-generation enterprise studio for AI builders72
  2. 2Hugging Face Collaborates with Microsoft to launch Hugging Face Model Catalog on Azure
  3. 3Introducing the Hugging Face LLM Inference Container for Amazon SageMaker
All 7 stories

Agents

quiet today

Autonomous systems in the wild. · 0 stories

  1. Nothing cleared the bar today.

Money

quiet today

Funding, M&A, valuations, earnings. · 0 stories

  1. Nothing cleared the bar today.

Chips

10% share

Silicon, racks, the compute buildout. · 2 stories

  1. 1Run a Chatgpt-like Chatbot on a Single GPU with ROCm62
  2. 2Smaller is better: Q8-Chat, an efficient generative AI experience on Xeon

Work

20% share

Jobs, industries, people & policy. · 4 stories

  1. 1Governance of superintelligence72
  2. 2Democratic inputs to AI
  3. 3Nine teams advance to semifinals for the Alexa Prize SocialBot Grand Challenge
All 4 stories

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