Research & Academia

25+ years of applied R&D, partner of European consortia.

Universities, research centres and departments looking for an industrial partner for European projects, applied research, clinical prototypes or self-hosted AI solutions. noze comes from FP6 research and collaborates with CNR, Meyer and Italian universities.

Your challenges

Credible industrial partners

Calls require partners with a real track record, not generic SMEs.

Tech transfer

Prototypes, PoCs and spin-offs need to close the loop to market and become products, not stay as papers.

Research data compliance

Clinical, biometric, sensitive data: EU residency and audit trails are mandatory.

Data management plans and open science

Horizon Europe requires DMPs, FAIR data and open access: you need infrastructure that makes them part of everyday project work.

Insights

Cryptographic proofs over inference: the Attestable launch and the published numbers

Attestable announces a $20M seed and writes that practical zero-knowledge proofs were considered impossible and that the company solved it. The technical post declares two temporary limitations, a 16K token window and integer quantisation of matrix multiplications, and labels the benchmarks alpha results on a single H100. IACR ePrint 2025/535, a preprint with no experimental setup described and no peer review, states 150 seconds per token on one core for Llama-3 8B.

The Tuscan artificial intelligence law

Tuscany's regional law 15 of 29 July 2026 was published in the BURT on 31 July and as of 11 August is not yet in force. Article 1(2) states that the Region implements it without creating new obligations for creators and users of AI systems, the words sanction and supervision appear nowhere, and article 15 rules out new budget charges. Sardinia legislated four months earlier and Tuscany itself already had an article on AI from 2024.

Model-generated patches: 26% fix the flaw without changing behaviour

1Password's Off-by-1 Labs generated 6,080 patches with ChatGPT-5.5 and Opus 4.8 against six real vulnerabilities, among them a Linux kernel privilege escalation and an ActiveMQ RCE. 26.0% fix the flaw without altering behaviour, 20.1% fix it while altering behaviour, 53.9% fail or introduce a new vulnerability. More than a third of the successful patches block the proof of concept rather than the root cause.

Frequently asked questions
Can noze be an industrial partner in a Horizon Europe project?

Yes: noze comes from FP6 research and collaborates with CNR, Meyer and Italian universities, taking part in FP and Horizon projects with applied expertise. It is the industrial partner with a real track record that calls require alongside research bodies.

Where do the clinical and sensitive data of a research project reside?

DataGovern keeps EU residency for research data on-premise, with audit trail, gap analysis and AI risk classification. For clinical data, agentichealth adds audit trail and an MDR pathway.

How do you make AI research reproducible and open-science compliant?

Admina is an open framework for reproducible research on AI governance. The infrastructure can integrate data management plans, FAIR data and open access as part of everyday project work, in line with Horizon Europe.

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