> Markdown version of [/events/world-congress-2025/sessions/555-you-are-not-my-model](https://www.wearedevelopers.com/events/world-congress-2025/sessions/555-you-are-not-my-model). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # You are not my model anymore - understanding LLM model behavior - **Date:** Thursday, Jul 10, 2025 - **Time:** 12:10–12:40 (30 min) - **Room:** Stage 11 - **Event:** World Congress 2025 ## Recording [Watch recording](https://www.wearedevelopers.com/videos/1464-you-are-not-my-model-anymore-understanding-llm-model-behavior) ## Description Imagine you are a developer and you finished and polished your AI application. Everything seems to work well, then suddenly phone calls or tickets appear with odd behavior you haven't seen before. User satisfaction goes down, and some things suddenly don't work anymore. What happened? The model or other parts of the infrastructure you were using got updated, and you may have missed the memo. In this session we will look at how even seemingly trivial upgrades that a cloud vendor may make, or a new rollout of a model version can impact your application, and what you need to do to get ahead of the curve. It sounds like regression testing? Yes, but there are more analytical ways to "understand" what you are dealing with when the underlying AI model changes. ## Speaker ### [Andreas Erben](https://www.wearedevelopers.com/@andreas-erben) CTO for Applied AI and Metaverse at daenet ## Related talks at this congress - [How AI Models Get Smarter](https://www.wearedevelopers.com/events/world-congress-2025/sessions/659-how-ai-models-get) — Ankit Patel - [The AI Agent Path to Prod: Building for Reliability](https://www.wearedevelopers.com/events/world-congress-2025/sessions/621-the-ai-agent-path-to) — Max Tkacz - [Inside the Mind of an LLM](https://www.wearedevelopers.com/events/world-congress-2025/sessions/831-inside-the-mind-of) — Emanuele Fabbiani - [Prompt Injection, Poisoning & More: The Dark Side of LLMs](https://www.wearedevelopers.com/events/world-congress-2025/sessions/828-prompt-injection) — Keno Dreßel