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Lightning Talks - June 2025

Quick, focused presentations covering cutting-edge AI topics and tools.

🚀 Featured Lightning Talks​

AG-UI: Agent-User Interaction Protocol​

10 minutes

The missing piece in the AI protocol ecosystem - standardized human-agent interaction that enables true collaborative AI applications. Learn about the "USB-C for AI agents" that's revolutionizing real-time human-AI collaboration.

Key Topics:

  • Event-driven architecture with 16 standardized event types
  • Real-time interactivity with sub-100ms latency
  • Framework integrations (LangGraph, CrewAI, Mastra, AG2)
  • Protocol ecosystem (MCP, A2A, AG-UI)

AI Finetuning for Nuclear Regulatory​

10 minutes

Practical application of AI finetuning in highly regulated industries. Explore how embedding models are being customized for nuclear power documentation and regulatory compliance.

Key Topics:

  • Domain-specific embedding finetuning
  • Regulatory compliance considerations
  • Technical implementation details
  • Real-world results and challenges

AI Ecosystem 2025 Overview​

10 minutes

Comprehensive overview of the current AI development landscape, tools, and emerging trends shaping 2025.

Key Topics:

  • Current AI development tools and frameworks
  • Emerging protocols and standards
  • Integration patterns and best practices
  • Future trends and predictions

📋 Lightning Talk Format​

  • Duration: 10 minutes presentation + 5 minutes Q&A
  • Focus: Practical, actionable insights
  • Audience: Technical practitioners and AI enthusiasts
  • Style: Fast-paced, demo-heavy when possible

🔗 Related Content​

Lightning talks are designed to quickly share knowledge and spark conversations about the latest developments in AI and machine learning.