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May 8 – 14, 2023

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Week of May 8 – 14, 2023

k.Frontier
FrontierAmazon Science
KeyRank 75

Differential privacy for deep learning at GPT scale

AWS developed new algorithms that make privacy-preserving AI training practical at large scales, potentially unlocking enterprise adoption where data privacy was previously a blocker.

Why it ranks · · Two research papers from AWS AI · May 8 – 14, 2023

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The six pillarsRanked by KeyRank · this week

Frontier

43% share

Models, benchmarks, the lab race. · 3 stories

  1. 1Differential privacy for deep learning at GPT scale75
  2. 2Introducing RWKV - An RNN with the advantages of a transformer
  3. 3Assisted Generation: a new direction toward low-latency text generation

Tools

14% share

The AI products people actually use. · 1 story

  1. 1Creating a Coding Assistant with StarCoder62

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

14% share

Silicon, racks, the compute buildout. · 1 story

  1. 1Run a Chatgpt-like Chatbot on a Single GPU with ROCm62

Work

29% share

Jobs, industries, people & policy. · 2 stories

  1. 1Nine teams advance to semifinals for the Alexa Prize SocialBot Grand Challenge65
  2. 2Language models can explain neurons in language models

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