DeepMind alumni's startup claims AI agent beats Anthropic, OpenAI at replicating research

British AI lab Inherent, founded by former DeepMind researchers, released an AI agent called Faraday built to replicate published scientific research papers. The company says Faraday outperformed comparable agents built by Anthropic and OpenAI at this task.

Why it matters: Automated research replication is emerging as a concrete benchmark for whether AI can meaningfully accelerate science rather than just summarize it. A smaller, task-specialized startup beating general frontier labs on this narrow task echoes a broader pattern seen elsewhere this week: harness and workflow design, not just raw model quality, increasingly decides who wins on concrete tasks.