THE FUTURE IS HERE

Machine Learning on Source Code – GitHub / Open AI Copilot

See related papers, repos, and other resources related to this talk in this RECIPE: https://ai.science/l/d0a204b9-5bc5-494a-b8d2-848110366849

This video goes in-depth on GitHub & Open AI’s Co-Pilot pair programmer. This interview features Amir Feizpour (CEO & Co-Founder, Aggregate Intellect) speaking with Suhas Pai (CTO, Bedrock AI), and Ehsan Amjadian (Director of AI, RBC).

00:57 Introductions
02:17 What are common ML tasks on source code?
06:58 What’s GitHub / OpenAI Co-Pilot and how does it work?
11:22 Resources for ML on Source Code (RECIPE)
12:39 Data Collection and Filtering
16:36 Data Formatting and Training
19:37 Evaluation
22:40 Co-Pilot Criticism and Challenges