Andrew Demczuk

LIVE arena.angel-serv.com (the talk's subject; world leaderboard, 24/7) TALKS (chronological, last 90 days) 20 Mar 2026 | "Don't Hack Me, Bro" | DLT Austria Vienna meetup https://www.meetup.com/dltaustria-vienna-meetups/events/313505411 25 Mar 2026 | "Exploit Arena" | AI Austria meetup https://www.meetup.com/ai-austria/events/313701184/ 08 Apr 2026 | "Roadblocks for AI" | KEYNOTE at ClawCon London https://luma.com/clawconlondon Video: https://www.youtube.com/watch?v=6rSEOzWY08U&t=4502s 29 Apr 2026 | "Agentic Economy" | DLT Austria at Fiskaly Vienna https://www.meetup.com/dltaustria-vienna-meetups/events/314094914 19 May 2026 | "Claws Across the Internet" | Vibecoding Vienna https://www.meetup.com/vibecoding-vienna/events/314180303 Slides: ademczuk.github.io/presentations/claws-across-the-internet/slides.html 21 May 2026 | "Step 4: Profit?" | ClawCon #2 at ViennaUP Startup Festival 5-min lightning, ~600 people; won the WWC26 congress pass Slides: ademczuk.github.io/presentations/step-4-profit/slides.html Youtube: https://youtu.be/Ca8ndi06SLw?si=pE3nR8o4CxhEbQX9 REPOS / DECKS github.com/ademczuk/presentations (all decks public) github.com/openclaw/openclaw (ex-maintainer; 21 PRs merged by me, 7 cherry-picked, 54 reviewed) github.com/nimbalyst/nimbalyst (contributor) RESEARCH "Live Adversarial Behaviour in AI-Component-Rich Multi-Agent Systems" | research proposal v2.1, May 2026 Partners: JKU LIT AI Lab, TU Wien, Austrian Institute of Technology Prepared for AI Factory Austria; OSF pre-registration Target venues: NeurIPS 2027, AAMAS 2027, USENIX Security '27 LoRA adapter: ademczuk/Bubbles-Arena-Qwen3.5-35B-A3B-LoRA-v3 HuggingFace; fine-tuned on arena combat data