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November 2020

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Edition · November 2020

k.Frontier
FrontierAmazon Science
KeyRank 75

How to make AI better at reading comprehension

This research reveals AI models are exploiting shortcuts in reading comprehension benchmarks rather than truly understanding text, highlighting the need for better training methodologies to build more reliable AI systems for enterprise applications.

Why it ranks · · AI models exceed human performance on public reading comprehension datasets · November 2020

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The six pillarsRanked by KeyRank · this month

Frontier

75% share

Models, benchmarks, the lab race. · 6 stories

  1. 1How to make AI better at reading comprehension75
  2. 2Mitigating social bias in knowledge graph embeddings
  3. 3How Amazon scientists are helping the Scout delivery device find a path to success
All 6 stories

Tools

25% share

The AI products people actually use. · 2 stories

  1. 1The science behind Endel's AI-powered soundscapes65
  2. 2Alexa gets better at predicting customers’ goals

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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