Inherent, founded by DeepMind alumni, says its AI ‘teammate’ just outperformed Anthropic and OpenAI at replicating research — SkimNews
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- Inherent released its AI agent Faraday, which the company says beat Anthropic's Claude Opus 4.8 and OpenAI's GPT-5.5 at independently replicating the findings of published scientific papers without being given the answers.
- Faraday runs on Qwen 3.6, a 27-billion-parameter model — a fraction of the size of the frontier-scale systems it outperformed, the company noted.
- Inherent trained Faraday with reinforcement learning to develop "research taste" — an instinct for which experiments are worth running and how to design them well — rather than primarily on data about how science is conducted.
- Faraday uses OpenAI's GPT-5.5 Codex as its coding tool instead of Inherent building its own, mirroring how human scientists lean on existing software.
- Inherent has 12 employees working in person in King's Cross, London, just weeks after emerging from stealth with a $50 million seed round; it plans to grow to 20-25 staff by year-end.
- Cofounder Edward Hughes publicly called for ending the UK's "garden leave" practice, saying the U.S. equivalent gives American startups a hiring head start he personally felt.
- Inherent's hiring pitch may benefit from Demis Hassabis's new role reportedly unsettling staff at DeepMind, where Inherent's four co-founders previously worked.
Why it matters: A 27-billion-parameter model outperforming frontier-scale systems on a defined research task underscores capability-per-parameter gains from reinforcement-learning approaches, though Faraday still depends on OpenAI's own Codex tool to write code. With just 12 employees and DeepMind staff reportedly unsettled by Demis Hassabis's new role, Inherent is positioning itself as a landing spot for DeepMind alumni — though founder Hughes separately flagged U.K. garden leave rules as a drag on local startup hiring.
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