EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
MIT Technology Review·Sep 9·5 min read
What OpenAI’s latest controversy tells us about the future of math
TL;DR
OpenAI has claimed to solve a Millennium Prize Problem, a significant achievement in mathematics, but the announcement is clouded by controversy and accusations of misconduct.
✦ Why It Matters
Evaluate the integrity of AI-generated solutions in your projects to ensure credibility.
Key Takeaways
- Investigate the origins of AI-generated solutions in your field.
- Ensure transparency in AI-assisted research collaborations.
- Consider the implications of AI dominance in mathematics.
- Foster collaborative environments to support human mathematicians.
Full Summary
OpenAI announced a solution to the Navier-Stokes existence and smoothness problem, a key challenge in fluid dynamics, which has only seen one other Millennium Prize Problem solved since 2000. The controversy stems from accusations that OpenAI's solution was influenced by the work of NYU mathematician Tristan Buckmaster and Anthropic's Levent Alpöge, who had been researching the problem using publicly available AI models.
OpenAI's proof was generated using an internal model that required running 10,000 agents concurrently, costing millions of dollars. While Buckmaster and Alpöge made significant progress, they could not fully solve the problem, highlighting the disparity in resources between individual researchers and large AI companies.
This situation raises concerns about the future of mathematics, as AI may dominate the field, potentially sidelining human mathematicians and their collaborative efforts.