7 Paths to AGI
Track which research frontiers are accelerating toward Artificial General Intelligence. Monitor velocity, benchmarks, and breakthroughs across the key domains.
Velocity Leaders
Core Capabilities
Multimodal AI
Vision-language-audio unification, cross-modal understanding, and unified sequence modeling. Making AI see, hear, and understand the world.
Foundation Models & Reasoning
Core model architectures, training methods, chain-of-thought reasoning, and test-time compute scaling. The backbone of modern AI capabilities.
Memory & Continual Learning
Long-context understanding, persistent memory, RAG systems, and lifelong learning. Giving AI the ability to remember and learn continuously.
Applications
AI for Science
Scientific discovery, drug design, materials science, and AI-driven research acceleration. Accelerating humanity's understanding of the world.
Robotics & Embodied AI
Physical embodiment, VLA models, manipulation, navigation, and real-world interaction. AI that can move and interact with the physical world.
Agentic Systems
Autonomous agents, tool use, multi-agent collaboration, and extended autonomous action. AI that can act in the world.