Subject
2 entries
Program Synthesis
Bookmarks
Self-Programming Artificial Intelligence
This paper explores the concept of self-programming AI — systems that can inspect, modify, or write their own code and learning algorithms. It sits at the intersection of meta-learning and program synthesis, asking whether AI systems can improve their own architecture or training procedure through learned introspection rather than human-designed updates.
GPT-3 Complete-Program Synthesis (Riley Goodside)
Riley Goodside demonstrates complete-program synthesis using GPT-3 via the 'format trick' — combining instruction prompts with contextually informative templates to generate entire programs deterministically. An early exploration of LLMs for structured code generation beyond autocomplete.