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November 2021

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Edition · November 2021

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Amazon Science
KeyRank 75

Foiling AI hackers with counterfactual reasoning

As AI systems become more prevalent in critical applications, developing robust defenses against adversarial attacks becomes essential for enterprise deployment and safety. This research addresses a key barrier to widespread AI adoption.

Why it ranks · · Amazon Research Award recipient · November 2021

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The six pillarsRanked by KeyRank · this month

Frontier

14% share

Models, benchmarks, the lab race. · 1 story

  1. 1Adapting machine translation models to new genres45

Tools

57% share

The AI products people actually use. · 4 stories

  1. 1Introducing the Data Measurements Tool: an Interactive Tool for Looking at Datasets62
  2. 2Getting Started with Hugging Face Transformers for IPUs with Optimum
  3. 3OpenAI’s API now available with no waitlist
All 4 stories

Agents

quiet today

Autonomous systems in the wild. · 0 stories

  1. Nothing cleared the bar today.

Money

14% share

Funding, M&A, valuations, earnings. · 1 story

  1. 1Aurora IPO: The Road Ahead72

Chips

14% share

Silicon, racks, the compute buildout. · 1 story

  1. 1Accelerating PyTorch distributed fine-tuning with Intel technologies62

Work

quiet today

Jobs, industries, people & policy. · 0 stories

  1. Nothing cleared the bar today.

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