London, June 18, 2026 – In a major breakthrough for the AI industry, Verkko Robotics, a European deep tech AI research lab, has unveiled VOLTAIC, a spiking neural inference engine. This revolutionary technology is designed to continuously learn, resist catastrophic forgetting, and operate at a fraction of the cost and energy consumption of current leading large multi-modal models. VOLTAIC has the potential to challenge the economics of the current frontier AI industry and provide a foundation for true AI sovereignty.
The launch of VOLTAIC comes at a time when there is increasing scrutiny of the resource demands and reliance on external and large US AI providers in the AI industry. VOLTAIC is engineered for extreme energy efficiency, with its architecture enforcing sparse networks, resulting in most neurons remaining inactive at any given moment. This significantly reduces power consumption, making it an ideal solution for deployment on private hardware.
In independent continual learning benchmarks, VOLTAIC achieved a catastrophic forgetting rate of only ~1.2% on Core50 and an impressive 77% accuracy on Split ImageNet-1K, which is 14 points higher than the previous record set by other systems. These results position VOLTAIC as a leader in its class, while consuming only a fraction of the energy cost of conventional transformer-based systems.
According to Giancarlo Cobino, Verkko’s Chief Scientist and Co-Founder with over 20 years of experience in frontier research in artificial intelligence, “By shifting from dense, brute-force computation to sparse, adaptive threshold dynamics, we have built an architecture that learns continuously in real time and resists catastrophic forgetting. This efficiency allows the system to adapt to personal behavior and individual user habits locally, without massive power demands.”
Dr. Fabio Vallone, a PhD physicist and researcher at the University of Pisa and the Department of Excellence in Robotics & AI at Scuola Superiore Sant’Anna, one of the world’s leading institutes for advanced robotics and artificial intelligence, commented, “Voltaic represents a significant breakthrough in continual learning by directly addressing the challenge of catastrophic forgetting, ushering in a paradigm shift in how we train adaptive systems. By introducing novel methodologies, the Verkko Robotics team is unlocking previously unexplored avenues for practical applications and redefining human-AI interaction. This development has the potential to fundamentally reshape our relationship with intelligent machines, and its long-term implications are incredibly promising.”
Sovereignty is a growing concern in Europe, and VOLTAIC is designed to address this issue. Most US-based AI providers require data to be transferred outside the EEA jurisdiction, creating a dependency that contractual safeguards can manage but not eliminate. On June 3, 2026, the European Commission unveiled its European Technological Sovereignty Package, with Commission President Ursula von der Leyen stating, “We cannot afford to depend on others for the technologies that keep our hospitals running, our energy grids stable, and our services secure.” By reducing dependency on massive cloud infrastructure, VOLTAIC is designed to provide a foundation for sovereign AI.
Unlike the prevailing approach to AI, which is based on transformer architecture and requires billions of dollars to build new-generation models, VOLTAIC is built on a proprietary biologically inspired design called Hierarchical Synaptic Consolidation (HSC). This design draws on how the human brain retains and consolidates memory, allowing the system to retain prior knowledge as it learns, compounding knowledge rather than degrading it. While transformer models tend to forget, VOLTAIC remembers.
VOLTAIC is being developed for both consumers and large, complex organizations. It is particularly valuable for enterprises that run hundreds of disconnected systems, where institutional knowledge is lost across departments and queries are often sent to external AI providers, raising sovereignty concerns. In regulated sectors such as finance, legal, and aerospace, where continuous memory is crucial, VOLTAIC has the potential to deliver the most value. Unlike conventional models that require retraining to incorporate new knowledge, VOLTAIC learns in real-time, compounding institutional intelligence instead of discarding it.
According to Stephen McCreath, co-founder and CEO of Verkko Robotics, “The AI industry has been locked in an arms race of bigger models. With VOLTAIC, we aim to break that paradigm. As a consequence of what we are doing, in the future, we will be less reliant on large data centers. This is an exciting time for development, both within Verkko Robotics Ltd and artificial intelligence as we move towards continuous learning.”
