Four researchers, three of them out of DeepMind, have launched a London AI lab called Inherent with a $50 million seed round. The company came out of stealth this week to build Faraday, a system meant to let humans and self-improving AI tackle unsolved scientific problems together.
The round was co-led by Index Ventures and Radical Ventures. NVIDIA's venture arm NVentures joined, along with a long list of angels: Dwarkesh Patel, Hugging Face's Thomas Wolf, Max Jaderberg, Charlie Songhurst and others. Matt Clifford, who advised the UK Prime Minister on AI, signed on as an advisor.
What they're actually building
Faraday is named after Michael Faraday, the self-taught bookbinder's apprentice who stumbled into electromagnetic induction in a basement in 1831. The choice tells you something about the pitch. Inherent's bet is that today's models are good at convergent answers in well-defined spaces and bad at the messier work of deciding which questions are worth asking in the first place.
So the lab wants AI woven through the whole research loop, not bolted onto the end of it. Finding promising questions, designing experiments, checking hypotheses, then turning around and improving the process itself. The founders call this recursive self-improvement at the level of the institution rather than the model. Whether that's a meaningful distinction or a clever reframing of "AI helps scientists work faster" is the open question here.
The recursion angle
This is where the framing gets interesting and a little slippery. Index, in its investment note, describes Inherent as a recursive company where org design and research feed each other in a loop. The team intends to live inside the experiment: how humans and AI agents actually work together day to day becomes research data that shapes the product.
It's a neat idea. It's also the kind of thing that's very hard to validate from the outside, and a $50 million seed for a company with no shipped product means investors are buying the architecture and the pedigree, not results.
"Time to live within the experiment." That's roughly how co-founder Edward Hughes framed the launch, and it captures the ambition cleanly, though living inside your own org chart is easier to announce than to measure.
Who's behind it
Tantum Collins, Edward Hughes and Louis Kirsch are all DeepMind alumni. Kaloyan Aleksiev comes from Reka AI and Microsoft, bringing the infrastructure side. Collins also handled AI policy at the Biden White House, which, combined with Clifford as advisor, gives the company unusual reach into the regulatory conversation around autonomous research agents before it has shipped anything.
Hughes has a side career as a choral conductor, which Index says informs his work on cultural evolution in AI systems. Make of that what you will.
The company is a Public Benefit Corporation from day one, headquartered in London. The structure bakes the mission into the legal entity rather than leaving it to a values page.
No product launch date yet. Faraday remains in development, and the next real signal will be what the lab publishes, or ships, rather than who wrote the funding checks.
