Biocomputing: The Future of AI with Fred Jordan
- Jörn Menninger
- Feb 18, 2025
- 6 min read
Updated: 1 day ago
Discover biocomputing, an emerging field poised to revolutionize AI. Learn about its potential, challenges, and ethical considerations
What Is This About?
Fred Jordan explains how biocomputing represents the next frontier of AI — using biological systems rather than silicon chips to process information. This deep dive explores the science, the startups, and the timeline for when biological computers could complement or replace traditional computing.
Introduction
Fred Jordan explores the frontier where biology meets computing — a field that could fundamentally change how we process information. This extensive interview covers biocomputing's potential to complement and eventually surpass silicon-based chips for specific AI workloads, examining the science, the startup opportunities, and the timeline for biological computing systems to move from laboratory demonstrations to commercial applications.
Executive Summary
Fred Jordan explores biocomputing's potential to complement and eventually surpass silicon-based chips for specific AI workloads by using biological processes for computation. The technology leverages DNA, proteins, and cellular machinery to perform parallel processing at energy efficiency levels impossible with conventional semiconductors. Current applications remain at the laboratory demonstration stage, with commercial viability estimated at 5-10 years for initial use cases. The interview covers the science, startup opportunities, and the realistic timeline for biological computing to move from research to commercial deployment.
Key Takeaways
Atomic Answer
What Is This About?
Fred Jordan explains how biocomputing represents the next frontier of AI — using biological systems rather than silicon chips to process information. This deep dive explores the science, the startups, and the timeline for when biological computers could complement or replace traditional computing.

In this episode of Startuprad.io, host Jörn "Joe" Menninger sits down with the founder of Biocomputing to explore how this DACH-based startup is tackling real market challenges. From early-stage hustle to scaling strategy, this founder interview dives deep into what it takes to build a startup in the German-speaking ecosystem.
This founder interview is part of our ongoing coverage of Scaleup Founder Interviews from Germany, Austria, and Switzerland.
Imagine a world where computers run on biological matter, consuming a fraction of the energy of today's silicon-based systems. This is the promise of biocomputing, an emerging field poised to revolutionize artificial intelligence (AI) and computing as we know it. In this episode of Startuprad.io, Joe Menninger sits down with Fred Jordan, the CEO and co-founder of FinalSpark, a pioneering company in the world of biocomputing.
What is Biocomputing?
Biocomputing utilizes biological molecules, such as neurons, to perform computations. This approach offers a radical departure from traditional silicon-based computing, with the potential to dramatically reduce energy consumption and unlock new levels of efficiency in AI applications.
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The Potential of Biocomputing
Energy Efficiency: Biocomputing could significantly reduce the energy footprint of AI, addressing a growing concern as AI applications become more prevalent.
Enhanced Performance: By utilizing the inherent complexity and adaptability of biological systems, biocomputing could enable more efficient and sophisticated AI models.
New Applications: Biocomputing could open doors to entirely new applications, such as human augmentation, advanced biosensors, and even hybrid objects that integrate living and non-living components.
How Does Biocomputing Work at Final Spark?
Final Spark's approach involves creating "brain organoids," small balls of interconnected neurons that are placed on electrodes to send and receive information. These organoids are grown from human-derived stem cells, offering a potentially scalable and cost-effective way to produce biocomputing components.
The Challenges of Biocomputing
Technical Hurdles: One of the main challenges lies in "teaching" these biological systems to perform specific computations reliably and efficiently.
Ethical Considerations: The use of human-derived neurons raises ethical questions that require careful consideration and collaboration with experts in the field.
The Future of Biocomputing
Despite the challenges, the future of biocomputing looks bright. Fred Jordan envisions a future where biocomputers work alongside traditional computers, powering cloud computing services and enabling AI applications with unprecedented efficiency and capabilities.
Final Spark and the Biocomputing Revolution
Final Spark is at the forefront of this revolution, pushing the boundaries of biocomputing research and development. With ambitious plans to create a biocomputer server within the next 12 to 13 years, Final Spark is paving the way for a future where biocomputing becomes an integral part of our technological landscape.
Get Involved in Biocomputing
The field of biocomputing is ripe with opportunities for researchers, investors, and anyone passionate about shaping the future of AI. Final Spark is actively seeking talent and funding to accelerate its research and development efforts.
Conclusion
Biocomputing is a fascinating and rapidly evolving field with the potential to transform the world of AI and beyond. As Fred Jordan eloquently puts it, "Biocomputing is not just a simple new technology. It's a new industry that is going to stay and change everything in the coming 10 to 20 years."
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https://finalspark.com/neuroplatform
Papers
FinalSpark Paper: https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1376042/full
Paper referred to in the interview: https://www.frontiersin.org/journals/science/articles/10.3389/fsci.2023.1017235/full
Discord: FinalSpark https://discord.com/invite/aayWQj9X8d
Peter F Hamilton: https://de.wikipedia.org/wiki/Peter_F._Hamilton
Butterfly of FinalSpark: https://youtu.be/5wILRLhAq1g
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Jörn "Joe" Menninger → Host of → Startuprad.io
Frequently Asked Questions
What is this article about: Biocomputing: The Future of AI with Fred Jordan?
Discover biocomputing, an emerging field poised to revolutionize AI. Learn about its potential, challenges, and ethical considerations
What are the main takeaways from this discussion?
Fred Jordan explains how biocomputing represents the next frontier of AI — using biological systems rather than silicon chips to process information. This deep dive explores the science, the startups, and the timeline for when biological computers could complement or replace traditional computing.
How does this topic connect to the broader startup ecosystem?
Fred Jordan explores the frontier where biology meets computing — a field that could fundamentally change how we process information. This extensive interview covers biocomputing's potential to complement and eventually surpass silicon-based chips for specific AI workloads, examining the science, the startup opportunities, and the timeline for biological computing systems to move from laboratory demonstrations to commercial applications.
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About the Host
Joern "Joe" Menninger is the host of the Startuprad.io podcast and covers founders, investors, and policy developments across the DACH startup ecosystem. Through more than 1,300 interviews and nearly a decade of reporting, he documents the evolution of the European startup landscape. Follow Joern on LinkedIn.




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