Presentation: Competition-Level Code Generation with AlphaCode by DeepMind

Presented a technical overview of AlphaCode, DeepMind’s LLM for competitive programming, as part of the graduate-level Neural Networks and Deep Learning course. Covered its architecture, sampling strategies, and evaluation process.

Discussed AlphaCode’s use of large-scale code generation and filtering techniques to tackle programming problems, along with its positioning among human competitors in programming contests.