Balerion Senior Associate Aidan Daoussis sits down with TriMagnetix COO Pranav Jain and CSO Lucas Hahn to discuss nano-magnetic logic and a new paradigm for data processing beyond traditional semiconductors.
00:00 – Welcome & introductionsAidan introduces Pranav Jain and Lucas Hahn and frames the conversation around the limits of CMOS scaling and the search for post-semiconductor computing architectures.
01:30 – The problem with today’s semiconductor roadmapWhy Moore’s Law is slowing, power density is becoming the binding constraint, and incremental node shrinks no longer deliver step-change gains.
03:30 – What is Nano Magnetic Logic (NML)?High-level explanation of nano-magnetic logic: using magnetic states instead of electron flow to store and process information.
06:00 – How magnetic logic differs from CMOSFundamental differences in switching, energy dissipation, non-volatility, and data persistence compared to silicon transistors.
08:30 – Why magnets for data handlingBenefits of magnetic systems: radiation hardness, low standby power, instant-on computing, and resilience in extreme environments.
11:00 – Origins of TriMagnetix & core IPHow the technology emerged from academic research and was translated into a commercially focused company.
13:00 – Architecture overview: logic, memory, and interconnectDiscussion of how NML collapses the boundary between memory and logic, reducing data-movement bottlenecks.
15:30 – Performance vs efficiency tradeoffsWhere NML excels today (energy efficiency, robustness) and where traditional silicon still dominates.
18:00 – Manufacturing compatibility & scalabilityHow nano-magnetic devices can be fabricated using largely existing semiconductor manufacturing processes.
20:30 – Target applications & early marketsInitial focus areas including edge computing, defense systems, space applications, and environments where power and reliability matter more than raw clock speed.
23:00 – Space and defense relevanceWhy non-volatile, radiation-tolerant computing architectures are attractive for satellites, spacecraft, and contested environments.
25:30 – Data centers & energy constraintsHow reducing data movement and standby power could materially impact future data-center energy consumption.
28:00 – Competitive landscapePositioning TriMagnetix relative to other post-CMOS approaches (neuromorphic, photonic, quantum-adjacent).
30:30 – Commercialization roadmapNear-term milestones: prototypes, pilot customers, and validation in real-world systems.
33:00 – Go-to-market strategyPartnering with system integrators and focusing on niche, high-value deployments before broad adoption.
35:30 – Capital strategy & company buildingHow TriMagnetix thinks about funding deep-tech hardware companies through long development cycles.
38:00 – Long-term vision for magnetic computingA future where magnetic logic complements silicon rather than replacing it outright.
41:00 – What success looks likeDefining impact in terms of deployed systems, not just lab benchmarks.
43:00 – Closing reflectionsFinal thoughts on why rethinking data handling at the physics level is essential for the next era of computing.
