What makes o1 preview significant?
#15
by
awacke1
- opened
๐ง Chain of Thought
๐ญ Allows model to "think out loud"
๐ข Shows step-by-step reasoning
๐ Improves accuracy and transparency
๐ณ Monte Carlo Tree Search (MCTS)
๐ฎ Originally for game-playing AI
๐ฎ Explores possible future scenarios
๐งญ Guides decision-making
๐ช Reflection
๐ค Model critiques its own outputs
๐ Mimics human self-improvement
๐ ๏ธ Enhances response quality
๐ค Agentic Thinking
๐ง Native reasoning capability
๐ Significant step towards AGI
๐ MMLU Benchmark
๐ Measures language understanding
๐ O1 model achieved 92.3% score
๐ค A* Algorithm
๐บ๏ธ Pathfinding in robotics and AI
๐ Potential integration with other techniques