PROGRESS TOWARDS AGI
MAJOR BREAKTHROUGHS
Natural Language Understanding
GPT-4, Claude, and other LLMs demonstrate human-level text comprehension
Multimodal Learning
Vision, audio, and text understanding in unified models
Code Generation
AI systems writing production-ready code
Reasoning & Planning
Chain-of-thought and multi-step problem solving
Embodied Intelligence
Robotics integration with advanced AI
Self-Improvement
AI systems that can enhance their own capabilities
CRITICAL ROADBLOCKS TO AGI
Continuous Learning
Ability to learn and update knowledge in real-time without retraining
Long-Term Memory
Persistent memory across sessions and contexts
True Understanding
Moving beyond pattern matching to genuine comprehension
Context Windows
Handling unlimited context and information
Energy Efficiency
Matching human brain's computational efficiency
Generalization
Transfer learning across all domains seamlessly
DEEPMIND AGI LEVELS
Emerging
Equal to or somewhat better than an unskilled human
Competent
At least 50th percentile of skilled adults
Expert
At least 90th percentile of skilled adults
Virtuoso
At least 99th percentile of skilled adults
Superhuman
Outperforms 100% of humans
ASI
Artificial Superintelligence