AI Research & Development

OpenAI Chief Scientist Jakub Pachocki says AI models are approaching the ability to work indefinitely like human researchers, enabling fully automated research labs housed in data centers. The development coincides with 68 new AI unicorns emerging in early 2026, but raises governance challenges that Pachocki admits industry cannot solve alone.

Periodic Labs raised $300 million in seed funding to develop AI-driven materials discovery technology, particularly for superconductors. The unprecedented capital deployment creates pressure for rapid commercialization despite long development timelines inherent to materials science. Industry observers note the mismatch between capital burn rates and the uncertain success rates of AI-based materials research.