21h ago

Former DeepMind researcher Louis Kirsch launches Inherent Labs with $50 million to build recursively self-improving AI agents

Index Ventures and Radical Ventures led the seed funding.

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After automating AI research with @SchmidhuberAI and building AI Scientists at DeepMind, now comes the real experiment: the institution itself. Excited to co-found @inherent_labs: the recursively self-improving lab for scientific AI. http://inherentlabs.ai

3:11 PM · May 28, 2026 View on X
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@edwardfhughes @inherent_labs @kallyaleksiev @LouisKirschAI @tantumscollins Congrats!

Edward HughesEdward Hughes@edwardfhughes

Proud to announce the launch of @inherent_labs. We’re reinventing the scientific research factory for the age of AI agents. I’m joined by co-founders @kallyaleksiev, @LouisKirschAI and @TantumSCollins; all are deeply technical operators. Time to live within the experiment.

10:16 PM · May 28, 2026 · 15.6K Views
5:55 AM · May 29, 2026 · 1.2K Views

@LouisKirschAI @SchmidhuberAI @inherent_labs Congrats!

Louis KirschLouis Kirsch@LouisKirschAI

After automating AI research with @SchmidhuberAI and building AI Scientists at DeepMind, now comes the real experiment: the institution itself. Excited to co-found @inherent_labs: the recursively self-improving lab for scientific AI. http://inherentlabs.ai

10:11 PM · May 28, 2026 · 46K Views
5:55 AM · May 29, 2026 · 1.5K Views

@edwardfhughes @inherent_labs @kallyaleksiev @LouisKirschAI @tantumscollins Congrats and best of luck!

Edward HughesEdward Hughes@edwardfhughes

Proud to announce the launch of @inherent_labs. We’re reinventing the scientific research factory for the age of AI agents. I’m joined by co-founders @kallyaleksiev, @LouisKirschAI and @TantumSCollins; all are deeply technical operators. Time to live within the experiment.

10:16 PM · May 28, 2026 · 15.6K Views
8:39 AM · May 29, 2026 · 481 Views

@LouisKirschAI @SchmidhuberAI @inherent_labs Congrats and best of luck!

Louis KirschLouis Kirsch@LouisKirschAI

After automating AI research with @SchmidhuberAI and building AI Scientists at DeepMind, now comes the real experiment: the institution itself. Excited to co-found @inherent_labs: the recursively self-improving lab for scientific AI. http://inherentlabs.ai

10:11 PM · May 28, 2026 · 46K Views
8:39 AM · May 29, 2026 · 401 Views

@edwardfhughes @inherent_labs @kallyaleksiev @LouisKirschAI @tantumscollins Huge congrats, Edward!! Excited to see what you guys build!!

Edward HughesEdward Hughes@edwardfhughes

Proud to announce the launch of @inherent_labs. We’re reinventing the scientific research factory for the age of AI agents. I’m joined by co-founders @kallyaleksiev, @LouisKirschAI and @TantumSCollins; all are deeply technical operators. Time to live within the experiment.

10:16 PM · May 28, 2026 · 15.6K Views
10:39 PM · May 28, 2026 · 212 Views

@LouisKirschAI @SchmidhuberAI @inherent_labs Congrats!!

Louis KirschLouis Kirsch@LouisKirschAI

After automating AI research with @SchmidhuberAI and building AI Scientists at DeepMind, now comes the real experiment: the institution itself. Excited to co-found @inherent_labs: the recursively self-improving lab for scientific AI. http://inherentlabs.ai

10:11 PM · May 28, 2026 · 46K Views
11:50 AM · May 29, 2026 · 196 Views

Can LLMs learn research taste? Be creative? How do you evaluate a model’s ability to self improve? How would you build a company where a self-improving AI agent helps grow the business and improve itself? Kally is working on some super interesting stuff @inherent_labs

Kaloyan AleksievKaloyan Aleksiev@kallyaleksiev

Excited to announce @inherent_labs, which I'm co-founding with @tantumscollins, @edwardfhughes, and @LouisKirschAI. Inherent is an AI lab reinventing the AI research factory and designing compute infra with AI as a first-class citizen. Website + roles: http://inherentlabs.ai

10:16 PM · May 28, 2026 · 9K Views
7:31 AM · May 29, 2026 · 2.1K Views

Proud to announce the launch of @inherent_labs. We’re reinventing the scientific research factory for the age of AI agents.

I’m joined by co-founders @kallyaleksiev, @LouisKirschAI and @TantumSCollins; all are deeply technical operators.

Time to live within the experiment.

InherentInherent@inherent_labs

We’re excited to introduce Inherent, a lab designed from scratch to build AI agents that discover new knowledge. The coming era of machine-driven scientific inquiry demands a new kind of research institution and a new kind of AI. To achieve our mission, we live within the experiment, recursively self-improving the entire research organisation. We investigate questions including: - What does ‘AI taste’ look like in the sciences, and how can we build an institution that embraces this new aesthetic of discovery? - What new kinds of human-machine teaming will make the most of AI that can truly innovate? - How can we build recursive self-improvement at the collective level that continually increases human agency over outcomes? We have just closed a $50m seed round led by @IndexVentures and @radicalvcfund, with participation from other outstanding investors including NVentures (@nvidia's venture capital arm), @buildexante, Metaplanet, Macroscopic, @MythosVentures, Charlie Songhurst, @chalfs, @jluan, @dwarkesh_sp, @Thom_Wolf, @j_foerst and @maxjaderberg. We are advised by @matthewclifford. Inherent is a Public Benefit Corporation headquartered in London.

10:01 PM · May 28, 2026 · 137.1K Views
10:16 PM · May 28, 2026 · 15.6K Views

.@tantumscollins is one of the most underrated people in AI.

He was quietly behind the scenes at @GoogleDeepMind since AlphaGo (2016), where he advised the CEO and research leaders on technical & geopolitical matters, and led the Meta-Research team as a self-taught research scientist.

He later went on to answer the call of duty at the White House National Security Council. Anyone who's worked with him knows him to be a polymath who's had an extraordinary impact relative to his public profile.

Yesterday he emerged from stealth with an elite ex-GDM founding team and a $50M Seed from tier 1 investors for @inherent_labs. They'll be building an RSI-focused lab in London with a contrarian set of research strategies.

ICYMI, highly recommend reading the memo to understand their worldview: https://inherentlabs.ai/

Tantum CollinsTantum Collins@tantumscollins

Thrilled to announce Inherent, which I’ve co-founded with @kallyaleksiev, @edwardfhughes, and @LouisKirschAI. We are building a lab that recursively self-improves to discover new knowledge. Website: http://inherentlabs.ai. We're hiring: https://jobs.ashbyhq.com/inherent.

10:11 PM · May 28, 2026 · 11.2K Views
4:51 PM · May 29, 2026 · 2.7K Views

Some of the most polymathic humans I've ever met left GDM to build a recursion-focused lab in London.

You might recognize @tantumscollins, whose impact:visibility ratio is extraordinarily high. This will be his magnum opus.

InherentInherent@inherent_labs

We’re excited to introduce Inherent, a lab designed from scratch to build AI agents that discover new knowledge. The coming era of machine-driven scientific inquiry demands a new kind of research institution and a new kind of AI. To achieve our mission, we live within the experiment, recursively self-improving the entire research organisation. We investigate questions including: - What does ‘AI taste’ look like in the sciences, and how can we build an institution that embraces this new aesthetic of discovery? - What new kinds of human-machine teaming will make the most of AI that can truly innovate? - How can we build recursive self-improvement at the collective level that continually increases human agency over outcomes? We have just closed a $50m seed round led by @IndexVentures and @radicalvcfund, with participation from other outstanding investors including NVentures (@nvidia's venture capital arm), @buildexante, Metaplanet, Macroscopic, @MythosVentures, Charlie Songhurst, @chalfs, @jluan, @dwarkesh_sp, @Thom_Wolf, @j_foerst and @maxjaderberg. We are advised by @matthewclifford. Inherent is a Public Benefit Corporation headquartered in London.

10:01 PM · May 28, 2026 · 137.1K Views
10:17 PM · May 28, 2026 · 14 Views
Former DeepMind researcher Louis Kirsch launches Inherent Labs with $50 million to build recursively self-improving AI agents · Digg