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April 2021

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Edition · April 2021

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Amazon Science
KeyRank 72

How a paper by three Oxford academics influenced AWS bias and explainability software

Academic research directly influenced AWS SageMaker Clarify's bias detection capabilities, showing how theoretical advances in conditional demographic disparity translate to enterprise AI governance tools used by thousands of companies.

Why it ranks · · Three Oxford academics authored the influential paper · April 2021

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The six pillarsRanked by KeyRank · this month

Frontier

50% share

Models, benchmarks, the lab race. · 2 stories

  1. 1Introducing 🤗 Accelerate62
  2. 2Scaling-up BERT Inference on CPU (Part 1)

Tools

50% share

The AI products people actually use. · 2 stories

  1. 1Amazon open-sources library for prediction over large output spaces45
  2. 2Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker

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

quiet today

Silicon, racks, the compute buildout. · 0 stories

  1. Nothing cleared the bar today.

Work

quiet today

Jobs, industries, people & policy. · 0 stories

  1. Nothing cleared the bar today.

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