Martin Trapp

@trappmartin.eurosky.social

Assistant Prof in Prob ML @ KTH 🇸🇪 WASP Fellow & ELLIS Member Ex: Aalto Uni 🇫🇮, TU Graz 🇦🇹, originally 🇩🇪. — https://trappmartin.github.io/ — Reliable ML | UQ | Bayesian DL | tractability & PCs

The proceedings of ICML 2026 are online, including a position paper I took part to: proceedings.mlr.press/v306/papamar... The 29 other authors did all the work 😅 but I'm still proud to share it. Also I "officially" become a co-author of so many people I like a lot, this makes me sincerely happy 😊

Position: Agentic AI Orchestration Should Be Bayes-Consistent

LLMs excel at predictive tasks and complex reasoning tasks, but many high-value deployments rely on decisions under uncertainty, for example, which tool to call, which expert to consult, or how man...

proceedings.mlr.press

I'm a Program Chair for ICML 2027. We'd love any creative suggestions for a great conference! How to manage the explosion of AI slop and insane submission growth? How to manage reviewing? How to incentivize high quality creative work? How to reduce bureaucracy and overhead?

Faculty Job Alert 📣! The Life Sciences Departments in Harvard Faculty of Arts and Sciences seek to recruit a tenure-track professor whose research is at the interface of AI and life sciences, from methodological developments to AI-enabled discovery. Please spread the word!

Tenure-Track Professor in Life Science and AI

The Life Sciences Departments in Harvard Faculty of Arts and Sciences seek to recruit a tenure-track professor whose research is at the interface of AI and life sciences, from methodological developme...

academicpositions.harvard.edu

Ich versuche gerade ein Gefühl dafür zu bekommen, wie der Fortschritt beim deutschen Netzausbau vorankommt. China hat ja ein ähnliches Problem: elektrische Leistung von Erzeugergebieten in die Industrie- und Ballungszentren zu schaffen. 1/

So here goes. In academic research there are two highly productive strategies: depth/analysis and breadth/synthesis. Depth is to explore a domain as far down into the detail as you can. Breadth is to explore connections between different domains as wide as you can. 1/n

If you think that AI reviews in conferences "to save time" or "be thorough" or "handle the large # of submissions coming due to AI", ask yourself how much it'll cost, and who will pay. If not "gifted" by companies, this is going to be north of $30+/paper. You expect 1000+ submissions? Budget that.

Ocean temperatures are hovering hundredths of a degree below the all-time record high with months to go before El Niño reaches full strength. “Basically, everywhere on Earth, we’re having above-normal temperatures in the ocean." New in @nature.com: 🌊🌍🧪 www.nature.com/articles/d41...

Ocean temperatures set to break all-time record: what's next?

High sea surface temperatures are expected to weaken ocean carbon sinks and damage coral reefs.

nature.com