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Blatant AI slop just won a 25k USD DeepMind Kaggle Grand Prize

Measuring Progress Toward AGI - Cognitive Abilities

kaggle.com

July 17, 2026

1 min read

🔥🔥🔥🔥🔥

67/100

Summary

High-quality benchmarks are being designed to assess cognitive abilities of frontier models, focusing on reasoning, acting, and judgment rather than just recall. These benchmarks aim to measure progress toward artificial general intelligence (AGI).

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Community Sentiment

Negative

Positives

  • AI has transformed industries like robotics and finance, proving its potential in real-world applications despite some criticisms.
  • The ability for AI to automate tasks while we sleep is seen as a valuable use case, showcasing its utility in everyday life.

Concerns

  • The prevalence of 'AI slop' in competitions raises concerns about the quality of submissions and their impact on research integrity.
  • Many believe that AI is largely ineffective, with claims of it being 95% useless, reflecting deep skepticism about its current value.
  • Using platforms like Kaggle for self-promotion instead of meaningful contributions is viewed as detrimental to their original purpose.

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