London’s AI scene got a boost on Wednesday when Inherent, a stealth‑to‑launch lab founded by alumni of DeepMind, Microsoft and Reka AI, closed a $50 million seed round. Index Ventures and Radical Ventures co‑led the round, with participation from Nvidia’s venture arm NVentures, Ex/Ante, Metaplanet, Macroscopic Ventures and Mythos Ventures. The size of the raise makes it one of Europe’s largest seed financings for an artificial‑intelligence startup in 2026.

Inherent’s founding team includes Tantum Collins and Edward Hughes, who previously collaborated on cooperative AI research at DeepMind, as well as Louis Kirsch and Kaloyan Aleksiev, both of whom held senior roles at DeepMind, Microsoft and Reka AI. Collins brings a policy perspective rarely seen in AI startups; he once worked on AI policy at the Biden White House. Former UK AI tsar Matt Clifford, co‑founder of Entrepreneurs First, has joined as an adviser, adding governmental credibility to the venture.

The company’s flagship effort, Faraday, takes its name from the pioneering scientist Michael Faraday. Rather than building a system that simply answers pre‑defined queries, Faraday aims to figure out which questions deserve to be asked in the first place. "Most AI is built to answer questions. What it can’t do yet is figure out which questions are worth asking, the open‑ended curiosity that produced penicillin, the microwave, the GPU," said Danny Rimer, partner at Index Ventures. The platform pairs human researchers with AI agents that iteratively improve themselves while tackling hard scientific problems, a model Inherent brands as “AI‑native science.”

Index Ventures framed the investment as a bet on a new paradigm. "AI‑native science will be messier, less legible, but capable of exceptional outcomes," the firm wrote in a blog post announcing the round. The belief is that frontier AI’s most valuable contribution will be to unlock discoveries that human researchers could not achieve alone, rather than merely automating existing workflows.

Inherent has chosen to incorporate as a public‑benefit corporation, a legal structure that obliges the company to consider societal impact alongside shareholder returns. This move is unusual for a venture‑backed AI lab but underscores the founders’ view that governance can be a competitive advantage. The combination of deep‑tech expertise and policy experience positions Inherent to pitch both to the scientific establishment and to government agencies that fund basic research.

European AI startups are increasingly matching the funding scales once reserved for Silicon Valley. Inherent’s $50 million seed round sits beside other high‑growth examples such as Peec AI’s $10 million ARR in six months, Lovable’s $100 million single‑month revenue and Mistral’s $300 million ARR. The narrowing gap suggests that Europe is becoming a fertile ground for frontier AI ventures.

Anthropic’s recent Glasswing project showed that frontier AI can uncover vulnerabilities faster than human remediation. Inherent hopes to apply a similar dynamic to scientific discovery: AI agents that can explore hypothesis spaces at a speed humans cannot match, while humans retain judgment, taste and ethical guardrails. Whether Faraday delivers on the promise of AI‑native science will take years to evaluate, but the $50 million infusion buys the team time to prove the concept.

This article was written with the assistance of AI.
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