Sesame Summit 2026 – application open

Yann Lechelle

Recorded live in Paris during France Digital Day (FDDay), this engaging conversation featuring Yann Lechelle, co-founding CEO of Probabl, is full of insights about the European tech landscape, its challenges, and Yann’s ambitious mission to change the game with Probabl.

The Birth of Probabl: FDDay Unveiling

FDDay served as the grand stage for Yann to unveil his brainchild, Probabl, along with a number of undisclosed cofounders. As co-founding CEO, he’s embarking on a journey to tackle the daunting challenge of machine learning at scale. But what sets Probabl apart is its commitment to open-source solutions. It’s not just about building AI; it’s about making it available to everyone, regardless of their size or resources. Yann kicked off the conversation by unveiling his ambitious mission with Probabl. His goal? To make AI accessible to all, leveling the playing field for entities of all sizes. It’s a mission baked right into the company’s bylaws, emphasizing the need for democratization and transformative change in the world of technology.

The origin story of Probabl is quite fascinating. Yann’s brainchild emerged as a response to a government-backed initiative aimed at promoting open-source assets for AI in France. The company’s mission is explicitly tied to fostering technological sovereignty within Europe, a concept he unpacks further in the podcast.

When it comes to funding, Probabl has kept its cards close to its chest. Yann mentions that it’s a work in progress. What’s intriguing, though, is that Probabl is a private-public initiative, emphasizing its mission rather than just the funding. The focus is on achieving the mission, regardless of the financials.

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Photo by Igor Omilaev / Unsplash

The Urgency of Tech Sovereignty

When the topic of the European tech landscape today, compared to that of Silicon Valley in the U.S, comes up, Yann doesn’t mince words. He asserts that Europe is too liberal for its own good, highlighting the lack of protectionism in the region. In an age of global tech conflicts and the rise of AI, he argues that Europe must reduce its dependence on foreign technologies and promote its strategic interests.

As Yann Lechelle rightly points out, Europe has a rich pool of talent, but it’s time to harness that potential and pave the way for strategic independence. The world is becoming increasingly complex, and Europe must position itself as a formidable player in the global tech arena. Probabl’s mission to provide open-source solutions is a step towards ensuring that Europe’s values and interests remain at the forefront of technological innovation. It’s not just about catching up; it’s about leading the way.

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Photo by Markus Spiske / Unsplash

Open Source vs. Open Weights

Yann sheds light on a critical distinction between open source and what he dubs “open weights.” He calls out the common practice of companies sharing model weight data while keeping the actual code proprietary. True open source, he argues, entails not just open weights but open access to the entire model’s source code.

Europe’s tech scene may have lagged behind its American counterpart, but with initiatives like Probabl and the Joint European Disruption Initiative (JEDI) that Yann is a part of, there’s hope for change on the horizon.

Yann’s vision of technological sovereignty, open-source AI, and a level playing field for all is a rallying cry for the European tech ecosystem. The challenges are enormous but it’s clear that Yann’s determined to address them head-on. Europe, it’s time to rise to the occasion, and Probabl might just be the catalyst we’ve been waiting for.

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London-based AI laboratory Ineffable Intelligence has emerged from stealth with a $1.1 billion seed round at a $5.1 billion post-money valuation, the company confirmed on 27 April 2026. The financing is the largest seed round ever raised by a European company and one of the largest first-money-in rounds in the global history of artificial intelligence. The round was co-led by Sequoia Capital and Lightspeed Venture Partners. Participating investors included Nvidia, DST Global, Index Ventures, Google, and the UK Sovereign AI Fund, the British government’s recently established vehicle for backing strategic AI capacity on home soil. A bet on a different path to general intelligence Ineffable Intelligence was founded in 2025 by David Silver, the former Vice President of Reinforcement Learning at Google DeepMind and the principal architect of AlphaGo, AlphaZero and AlphaStar. He is joined by three further DeepMind alumni: Wojciech Czarnecki, Lasse Espeholt and Junhyuk Oh. All four have spent the past decade at the frontier of reinforcement learning research, the discipline behind some of the most consequential demonstrations of machine learning over the past ten years. The company describes its objective as building a “superlearner” — an AI system capable of acquiring knowledge directly from its own experience rather than from human-generated text or imagery. “Our mission is to make first contact with superintelligence,” Silver said in a statement accompanying the launch. “We are creating a superlearner that discovers all knowledge from its own experience, from elementary motor skills through to profound intellectual breakthroughs.” The framing is a deliberate departure from the dominant industry trajectory. Most leading AI laboratories, including OpenAI, Anthropic and Google DeepMind itself, have built large language models trained primarily on the corpus of the internet, then refined that training with human feedback. Ineffable’s wager is that the marginal returns on scaling text-based pretraining are diminishing and that the next leap in capability will come from agents that learn endlessly from the consequences of their own actions, in much the same way AlphaZero learnt the game of Go without studying any human matches. Why $1.1 billion at seed The size of the round is unusual even by the inflated standards of the 2026 AI capital cycle. Two factors appear to explain it. First, frontier reinforcement learning at the scale Ineffable describes is computationally extraordinarily expensive: the company will need to operate vast simulation environments and train very large models against them, an undertaking that consumes capital at a rate closer to physical R&D than to traditional software. Second, the round signals a strategic move by Europe’s investor and policy ecosystems to retain the most ambitious AI researchers on the continent. The presence of the UK Sovereign AI Fund alongside Sequoia, Lightspeed and Nvidia is the clearest expression of that intent. The British government has publicly framed the investment as a bet on breakthrough AI that “can discover new knowledge”, positioning the country as a willing co-investor in domestic frontier laboratories. For Ineffable, the implication is access not only to capital but to compute, regulatory engagement and the still-resilient academic talent base around UCL, Oxford, Cambridge and Imperial. Founder pledge of historic scale Alongside the funding announcement, Silver disclosed that he is committing 100 per cent of any personal proceeds from his Ineffable equity to charity via the Founders Pledge network — described by the organisation as the largest pledge in its history. At the round’s $5.1 billion valuation, that commitment could ultimately exceed several billion dollars if the company succeeds. It is a meaningful gesture in a sector where the reputational stakes around concentrated AI wealth are escalating, and one likely to be referenced in subsequent founder-led commitments. Implications for the European AI landscape Ineffable’s emergence reshapes the European AI map in three concrete ways. It establishes London as the home of the continent’s largest-ever seed-stage company, complicating Paris’s recent narrative of frontier-AI primacy after Mistral’s earlier rounds. It validates a thesis — that reinforcement learning, not transformer scaling, is the next frontier — that has lately been losing capital share to language-model incumbents. And it confirms that the UK government is now willing to act as a balance-sheet co-investor in domestic AI laboratories, a posture much closer to the French model than to the predominantly grant-based regimes elsewhere in Europe. The execution risk is non-trivial. Reinforcement learning at frontier scale has historically required years of careful environment design before producing competitive systems, and Ineffable’s “first contact” framing sets a high bar against which it will be judged. But for now, with a billion dollars on the balance sheet, four of the discipline’s most accomplished researchers in the founding team and a sovereign co-investor at its back, Ineffable Intelligence is the most heavily resourced new entrant in the European AI cycle. Sesamers covers European fundraising rounds across deeptech, fintech and AI. Source: tech.eu.

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