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Quantum Technologies Accelerating Stochastic Tasks

Project description

High-performance computing based on true randomness

Modern computing struggles with tasks that require true randomness. To this end, it relies on inefficient pseudorandom number generators that introduce inefficiencies and energy waste. The EIC-funded Q-TASTic project will create a type of processor that uses real quantum randomness. The new probabilistic computing platform will help address challenges in climate modelling, drug discovery and financial risk analysis much faster and in a more efficient way – delivering 10 times energy savings and speed improvement. Q-TASTic seeks to turn its prototype into a fully functional system featuring a universal architecture, optimised compiler and cloud-based deployment that can be used on a large scale.

Objective

Quantum Dice is pioneering Q-TASTic, the world’s first probabilistic processor, integrating quantum photonic randomness with stochastic computing to unlock unparalleled efficiency in AI, optimisation, and scientific modelling. Current deterministic computing architectures struggle with probabilistic tasks, relying on pseudorandom number generators (PRNGs) that introduce inefficiencies and energy waste. Q-TASTic overcomes these limitations by leveraging true quantum randomness, enabling faster, more energy-efficient solutions.

The project aims to scale up Quantum Dice’s TRL6 prototype to TRL8, developing a fully functional probabilistic computing platform. Key advancements include a universal architecture for stochastic tasks, an optimised compiler, and a scalable cloud-based deployment model. By combining hardware-accelerated randomness generation with a flexible computational framework, Q-TASTic will deliver 10x energy savings and 10x speed improvements over classical approaches.

The impact is broad: AI inference, logistics optimisation, climate modelling, drug discovery, and financial risk analysis will all benefit from improved computational efficiency. Q-TASTic aligns with the EU’s Digital Decade Strategy, AI Act, and energy efficiency goals, contributing to Europe’s leadership in high-performance computing. With strong backing from investors, industry leaders, and research institutions, Q-TASTic is set to revolutionise next-generation computing while fostering technological sovereignty and sustainability.

Fields of science (EuroSciVoc)

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This project's classification has been human-validated.

Keywords

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Programme(s)

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Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

HORIZON-EIC-ACC - HORIZON EIC Accelerator

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Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

(opens in new window) HORIZON-EIC-2025-ACCELERATOR-02

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Coordinator

QUANTUM DICE LIMITED
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 1 962 055,64
Address
264 BANBURY ROAD
OX2 7DY Oxford
United Kingdom

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SME

The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.

Yes
Region
South East (England) Berkshire, Buckinghamshire and Oxfordshire Oxfordshire
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
Links
Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

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