We’re launching Lyria 3.5 in Google Flow Music, with advances across musicality, lyrics, vocals, and creative control
deepmind.google·6d ago
AI Engineering
DeepMind Blog·Mar 17·5 min read
Measuring progress toward AGI: A cognitive framework
TL;DR
There is a need for a standardized way to measure progress toward Artificial General Intelligence (AGI). Google DeepMind has developed a cognitive framework to evaluate AI systems' cognitive capabilities.
✦ Why It Matters
Engineers and researchers can contribute to defining AGI metrics and gain insights into cognitive evaluation methods.
Key Takeaways
- Explore the cognitive framework for AGI evaluation.
- Participate in the Kaggle hackathon to design cognitive assessments.
- Focus on learning, metacognition, attention, executive functions, and social cognition.
- Compete for a share of the $200,000 prize pool.
How It Works
The framework identifies ten cognitive abilities essential for AGI, such as perception and reasoning. It proposes a three-stage evaluation protocol that benchmarks AI performance against human capabilities across various cognitive tasks.