Budapest ML Meetup

• Welcome notes
  Bence Arató, BI Consulting
• Keeping GenAI in Check: A Review of Guardrail Solutions
  Ádám Boncz, BlackRock
  Input/output guardrails serve as protective mechanisms for GenAI applications, mitigating the risk of misuse. With the recent proliferation of guardrail models, selecting the most appropriate ones has become more complex. In this talk, we present the results of a comprehensive evaluation of popular guardrail solutions, examining both general (e.g., jailbreaking) and application-specific (e.g., topical control) effectiveness.
• Prezi’s AI Leap: Behind the Prompts, Models and Systems
  Máté Börcsök, Prezi
  This talk explores how we designed prompts, deployed open-source models, and built the backend systems that made our AI leap. Early adoption of AI unlocked new ways to evolve the product that weren’t possible before — from generating presentation drafts to building a custom image search solution from scratch for intelligent visual recommendations.

📆 Date: May 7, 2025 · Wednesday
📍 Location: Budapest · 1134 · Váci út 47 E · GTC White House Office
🗣 Language: English

Planned Schedule
This time we will open the doors a little later than usual, at 6:00 PM, and the talks will start at 6:30 PM.

• 18:00 Arrival
• 18:30 Welcome notes and Presentations
• 19:30 Follow-up discussions
• 20:00 Closing time

🎉 Catering and the venue are provided by Aladdin Engineering.
🙋‍♂️ This will be an in-person event with no streaming or recording.