AI Summit Styria 2026 · FH JOANNEUM Kapfenberg

Five measured results. One partner we are looking for.

Provenance for images, video, text and code, and a trust layer for LLMs — EU-sovereign, offline, reproducible with one command. We are looking for partners to take this business forward with us.

See all FORTRESS use cases: problem, solution, edge For insurers

Fünf gemessene Ergebnisse — und wir suchen Partner, die dieses Geschäft gemeinsam mit uns weiterführen.

Our contributions

Fri · Session 1 · 10:30 · Talk

FORTRESS: A Sovereign, Reproducible Provenance Layer for AI-Era Content with a Null-Controlled False-Attribution Guard

0/17 un-watermarked images falsely attributed — the number most watermarking papers never report.

Fri · Session 6 · 14:00 · Talk

A Sovereign, Reproducible Trust Layer for LLM Systems: Two-Number Prompt-Injection Detection with Post-Quantum, Browser-Verifiable Audit Receipts

Injection detection reported as two numbers, with audit receipts anyone can verify in a browser.

Fri · Session 8 · 15:20 · Talk

Temporal-Majority Provenance Watermarking Survives Real Video Codecs: An H.264/HEVC/VP9/AV1 Scorecard with Audio Context

Measured through a real ffmpeg pipeline across four codecs — the codec is not the limiter.

Fri · Posters · 13:30–14:30 · Poster

When Steganography Dies: Robust Text and Code Provenance via Winnowing and MinHash Fingerprints

Hidden bits die in any formatter. Fingerprints survive reformatting, renaming and reordering.

Fri · Posters · 13:30–14:30 · Poster

Catching a Reward-Hacker in the Act: Detecting Emergent, Learned Reward-Hacking with Sealed-Honeypot Paired Divergence

24/24 honest vs 24/24 hacking agents separated in a linear-policy surrogate, with the evasion bound stated.

Four ways to build this with us

Vier Wege, gemeinsam weiterzubauen.

IP licence or acquisition

Core methods patent pending (provisionals filed 03–04/2026). License a vertical or acquire the portfolio.

IP-Lizenz oder Erwerb

Co-founder / takeover partner

We are looking for a team or company to run this business with us — operations, sales, scale.

Mitgründer / Übernahmepartner

Open standard co-proposer

We propose our null-controlled, multi-number scorecard as an open evaluation protocol for AI Act Art. 50 provenance. Join as co-proposer.

Mit-Einreicher eines offenen Standards

Research & funding consortium

Eurostars, FFG, Horizon Europe — universities and industry partners welcome.

Forschungs- und Förderkonsortium

What we promise — and what we don't

Every number we show comes with its n, its condition and a reproduction command, next to the cases where the method breaks. No adjectives instead of measurements. Full commercial data room under NDA.

IP@destill.ai