AlphaCode 2
Google DeepMind · December 2023
● activeCloseddecoder onlycode
Why It Matters
Built on Gemini, reached top 15% of competitive programmers — a massive leap from AlphaCode's average-level performance.
Description
The successor to AlphaCode, built on top of Google's Gemini model. Reached the top 15% of competitive programmers on Codeforces — a massive leap from the original AlphaCode's average-level performance. Used Gemini's enhanced reasoning capabilities combined with a sophisticated search and filtering process that could evaluate thousands of potential solutions to find the best ones.
Notable Milestones
- ▸Top 15% performance on Codeforces competitive programming
- ▸Combined Gemini reasoning with advanced solution search
Key Innovations
Code Gen
Code GenAbility to write, debug, and understand programming code across multiple languages.
Reasoning
ReasoningStructured step-by-step problem solving, often using chain-of-thought or tree-of-thought approaches.