# The future of AI with Noel Hurley Last updated: 08 September 2025 Literal Labs CEO [Noel Hurley](https://www.literal-labs.ai/about/noel-hurley.html) recently joined renowned futurists Calum Chace and David Wood on their podcast _London Futurists_, for a wide-ranging discussion on the future of AI—and where Literal Labs fits into it. Hurley, a former Arm executive, explains how Literal Labs is developing [Tsetlin Machines](https://www.literal-labs.ai/tsetlin-machines/), a radically different AI architecture inspired by 1960s Soviet mathematician Mikhail Tsetlin. Unlike neural networks, Tsetlin Machines use rule-based logic with statistical learning, delivering energy-efficient AI that is more transparent, leaner, and easier to deploy. Hosted by thinkers behind The Economic Singularity Foundation and London Futurists, the podcast is a compelling listen for anyone interested in energy-efficient, next-generation AI. ### More Visit '[Tsetlin Machines, Literal Labs, and the future of AI, with Noel Hurley](https://londonfuturists.buzzsprout.com/2028982/episodes/17804654-tsetlin-machines-literal-labs-and-the-future-of-ai-with-noel-hurley)' to listen to the podcast in full. It features Noel Hurley and was released 08 Sep 2025. ### Recent press **[Barclays says we're one to watch in 2026](https://www.literal-labs.ai/about/news/barclays-ai-100-2026.html)** [](https://www.literal-labs.ai/about/news/barclays-ai-100-2026.html) **[Literal Labs wins AI Research & Innovation prize](https://www.literal-labs.ai/about/news/global-ai-excellence-awards.html)** [](https://www.literal-labs.ai/about/news/global-ai-excellence-awards.html) **[Jim Darragh appointed as Non-Executive Chairman](https://www.literal-labs.ai/about/news/jim-darragh-appointed-chairman.html)** [](https://www.literal-labs.ai/about/news/jim-darragh-appointed-chairman.html) **[Next Big Shift in AI with Noel Hurley](https://www.literal-labs.ai/press/ai-next-big-thing-2026.html)** [](https://www.literal-labs.ai/press/ai-next-big-thing-2026.html) **[Tsetlin Machines vs Neural Networks](https://www.literal-labs.ai/press/tsetlin-machine-vs-neural-network.html)** [](https://www.literal-labs.ai/press/tsetlin-machine-vs-neural-network.html) **[Literal Labs CEO Talks Logic, Chips, and AI](https://www.literal-labs.ai/press/noel-hurley-britchips-podcast.html)** [](https://www.literal-labs.ai/press/noel-hurley-britchips-podcast.html) **[AI Innovation Award - we're shortlisted](https://www.literal-labs.ai/about/news/national-ai-awards-2025.html)** [](https://www.literal-labs.ai/about/news/national-ai-awards-2025.html) **[We're still an AI startup to watch](https://www.literal-labs.ai/press/best-ai-startups-2025.html)** [](https://www.literal-labs.ai/press/best-ai-startups-2025.html) **[Literal Labs closes pre-seed round](https://www.literal-labs.ai/press/literal-labs-pre-seed-round.html)** [](https://www.literal-labs.ai/press/literal-labs-pre-seed-round.html) **[Literal Labs raises £4.6M funding](https://www.literal-labs.ai/about/news/literal-labs-funding.html)** [](https://www.literal-labs.ai/about/news/literal-labs-funding.html) **[Compute efficient AI and being on calls with VCs](https://www.literal-labs.ai/press/literal-labs-ai-approach.html)** [](https://www.literal-labs.ai/press/literal-labs-ai-approach.html) **[Literal Labs named sustainable AI challenge finalist](https://www.literal-labs.ai/press/sustainable-ai-extreme-tech-challenge.html)** [](https://www.literal-labs.ai/press/sustainable-ai-extreme-tech-challenge.html) **[Tsetlin Machine & AI sustainability](https://www.literal-labs.ai/press/tsetlin-machine-energy-consumption.html)** [](https://www.literal-labs.ai/press/tsetlin-machine-energy-consumption.html) **[New Standard in Anomaly Detection](https://www.literal-labs.ai/press/sota-mlperf-tiny-anomaly.html)** [](https://www.literal-labs.ai/press/sota-mlperf-tiny-anomaly.html) **[A Step Towards Sustainable AI and Energy Efficiency](https://www.literal-labs.ai/press/sustainable-ai-startup.html)** [](https://www.literal-labs.ai/press/sustainable-ai-startup.html) **[We're an AI startup to watch](https://www.literal-labs.ai/press/best-ai-startups-2024.html)** [](https://www.literal-labs.ai/press/best-ai-startups-2024.html) **[Strategic Innovations in U.K. AI Startup Leadership](https://www.literal-labs.ai/press/uk-ai-startup-strategic-direction.html)** [](https://www.literal-labs.ai/press/uk-ai-startup-strategic-direction.html) **[Call for a 21st Century Industrial Strategy for UK's Tech Ascent](https://www.literal-labs.ai/press/uk-2020s-industrial-strategy.html)** [](https://www.literal-labs.ai/press/uk-2020s-industrial-strategy.html) **[UK's AI Ambitions: Striving Beyond Foreign Investment Shadows](https://www.literal-labs.ai/press/british-ai-startups.html)** [](https://www.literal-labs.ai/press/british-ai-startups.html) **[AI in the UK, its future, the fight for talent, and its regulation](https://www.literal-labs.ai/press/uk-ai-startups.html)** [](https://www.literal-labs.ai/press/uk-ai-startups.html) **[Literal Labs: Arm's Influence Fuels the Tsetlin Machine Revolution](https://www.literal-labs.ai/press/literal-labs-arm-staff.html)** [](https://www.literal-labs.ai/press/literal-labs-arm-staff.html) **[Literal Labs: Harnessing Arm's Legacy to Forge AI Innovation](https://www.literal-labs.ai/press/literal-labs-arm-team.html)** [](https://www.literal-labs.ai/press/literal-labs-arm-team.html) **[Revolutionizing AI: Greener Approach with Energy-Efficient Technology](https://www.literal-labs.ai/press/literal-labs-shift-no-neural-networks.html)** [](https://www.literal-labs.ai/press/literal-labs-shift-no-neural-networks.html)