What does it take for AI systems to truly understand code and what happens when software is no longer designed only for humans, but for AI agents too?
Join Munich🥨NLP and JetBrains for an evening exploring Code Intelligence and AI Agents, bringing together research and industry perspectives on how LLMs understand program behavior and how humans and coding agents can collaborate on software development.
Talk 1: Code World Models
Tobias Lindenbauer · JetBrains Research
Talk 2: Designing Software for Humans and Agents
Artem Kislovskiy · Artefact
Two talks, pizza, drinks & snacks, and plenty of time to connect with Munich’s NLP, AI, and developer community.
📅 Agenda
17:45 | Doors open
18:20 | Pizza arrives 🍕
18:50 | Welcome & Intro
JetBrains × Munich🥨NLP
19:00 | Talk 1: “Code World Models”
Speaker: Tobias Lindenbauer · JetBrains Research
Abstract
Modern LLMs perform well at generating code that solves a given task, but they may introduce regressions elsewhere in the codebase, or simply write code with poor runtime or memory performance.
This has led researchers to investigate how well LLMs model program behavior internally: Can they tell whether a test passes or fails without running it? Do they have a feel for which parts of the code to target to robustly optimize runtime or memory?
In this talk, Tobias will outline the emerging Code World Models research direction and share early findings from an ongoing project at JetBrains Research.
About the Speaker
Tobias Lindenbauer is a Research Engineer at JetBrains Research working on Code World Models for improved LLM code understanding.
Previously, he worked on context management, LLM routing, memory systems, and benchmarks, resulting in publications at DL4C@NeurIPS and REALM@ACL.
19:40–19:50 | Short break
19:50 | Talk 2: “Designing Software for Humans and Agents”
Speaker: Artem Kislovskiy · Artefact
Abstract
One coding agent writes; another challenges.
In this live demo, Claude Code and Codex share a split terminal in an ac
Mission Zukunftspraxis live erleben: Eine echte Praxis wird an einem Tag vom Chaos zum System umgebaut – mit laufender Bühnenuhr.
Experience the world's famous Oktoberfest with a fresh perspective! We are not avoiding fun, we want to amplify it. The goal is to connect, celebrate, and showcase that the best part of the Wiesn is not the consumption, but the connections you make. 📅 Date: 3.10.2026 🕙 Time: 10:30 AM 📍 Meeting Point: Bavaria Statue, Theresienhöhe 16, Munich (Exact Spot: https://share.google/UhwYsr7tbGG6PGFqF) 🎟️ Entry: Free to meet up. Everyone pays for their own consumption (we might need to pay the 4€ entrance fee for the Oide Wiesn) By joyfully participating in events like this without alcohol, we help normalize mindful choices and demonstrate that true connection comes from shared experiences, not shared drinks. 🥨 What to Expect 10:30 AM: We'll gather at the iconic Bavaria statue for a meet-and-greet and a fantastic group photo in our traditional outfits (Tracht). Our Plan: The goal is to head to the Oide Wiesn (Old Oktoberfest), a charming, more traditional section of the festival with a relaxed atmosphere. The entry fee is typically €4 and is well worth it for the more manageable crowds. Flexibility is Key: If we spot a great, large-enough space in an outdoor beer garden on our way, we’ll take it! Our priority is finding a place to sit together, talk, and enjoy the morning. The Vibe: Expect relaxed networking, great conversations, and a supportive atmosphere where enjoying an alcohol-free beer is completely normal. 📝 Important Details Finding Us: We will meet directly at the linked spot at the base of the statue. Costs: This is a casual meetup. Please be prepared to pay for your own food, drinks, and the Oide Wiesn entry ticket. Outfits: Wearing Tracht (Dirndl or Lederhosen) is highly encouraged to get into the festive spirit, but it's not required! Good to Know: Yes, every single tent and beer garden on the Wiesn serves excellent alcohol-free beer! Come for the tradition. Stay for the connection. About Longevity Munich Longevity Munich is part of Longevity Cities, a global
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