✨👩‍💻 Our @DeepMind Code AI team delivered a presentation this morning about the work we've done internally and externally—and the path for reinventing what it means to do software development and creative technical work in the age of generative models. 🤖 RL and generative models combined have massive potential for creators: and there has never been a more capable group to build and implement this vision. ✨ Very excited for the years to come! 🙌🏻 If you're curious about what we've been working on, a small fraction of our research and applied work can be found in the links below: • Large sequence models for software development activities ai.googleblog.com/2023/05/la… • Understanding HTML with Large Language Models arxiv.org/abs/2210.03945 • Natural Language to Code Generation in Interactive Data Science Notebooks arxiv.org/abs/2212.09248 • ML-Enhanced Code Completion Improves Developer Productivity ai.googleblog.com/2022/07/ml… • Code as Policies: Language Model Programs for Embodied Control code-as-policies.github.io/ • Learning Performance-Improving Code Edits arxiv.org/abs/2302.07867 • Generative Agents: Interactive Simulacra of Human Behavior arxiv.org/abs/2304.03442 • AlphaDev discovers faster sorting algorithms deepmind.com/blog/alphadev-d… • Competitive programming with AlphaCode deepmind.com/blog/competitiv… • Baldur: Whole-Proof Generation and Repair with Large Language Models arxiv.org/abs/2303.04910 ...and more.

I have met *one person* who would meet these requirements, and it is @bradlarson. 😨