PyData Trójmiasto #42

42nd edition of PyData Trójmiasto coming up!

Where: Łużycka 8B, Gdynia, Tensor Z building.
When: 22nd April at 6PM

Registration: please register with your full first and last name. Don't forget to bring your ID when entering the event venue.
RSVP available until 6pm day before. In any urgent communication please let us know at kontakt@pydata-trojmiasto.pl

Parking: Free parking located along the street next to the building.

Agenda:

18:00 - 18:05 - Event boarding
18:05 - 18:10 - A few words about PyData
18:10 - 18:55 - Using AI to improve AI - using LLMs to experiment, analyze, and improve agentic systems by Dawid Moczadło
19:00 - 19:45 - antiLLM – Your AI Assistant Is Making You Dumber by Tomasz Dołbniak
19:45 - Networking

About Using AI to improve AI - using LLMs to experiment, analyze, and improve agentic systems by Dawid Moczadło:

This presentation shows how AI systems can continuously improve through evaluation, experimentation, and feedback loops. While benchmarks are useful, they’re not enough—real progress comes from understanding actual agent behavior through traces and real user interactions.

We’ll highlight the power of self-improvement loops and why AI systems must be built for rapid testing, iteration, and optimization. Strong internal tooling enables faster learning and better insights.

Ultimately, the biggest advantage isn’t just the model—it’s the system around it. The teams that iterate, learn, and improve the fastest will lead.

Dawid Moczadło is the Co-founder & CTO of Vidoc Security Lab, building the next generation of code security automation. An ethical hacker recognized by Microsoft (Top-55 Security Researcher, 2021), he previously uncovered multiple 0-days.

About antiLLM – Your AI Assistant Is Making You Dumber by Tomasz Dołbniak

The pitch was simple: AI handles the boring stuff, you do the thinking. The reality, backed by recent research from MIT, Microsoft, and Wharton, is less flattering — measurable drops in critical thinking, cognitive surrender, and what scientists politely call "brain atrophy." And that's just what's happening inside your skull. Outside: disrupted job market, AI slop everywhere, and explosion of datacenters pumping formaldehyde into the air so you can autocomplete your emails faster. This is a non-technical talk from someone who has no business giving non-technical talks — but somebody had to say it

Tomasz Dołbniak - "I'm a coder who has spent the last 7 years working on the internals of a few AI-related projects. Besides, I used to work on multiple C++ code bases, done some fullstack webdev and been a techlead in three teams. I like algorithms, compilers and knowledge sharing initiatives.