

The AI Collective × Deck: AI-Native Products
🧠 What Makes a Product AI-Native?
AI-native products aren’t simply products with AI features.
They are systems designed around variable autonomy, feedback loops, and memory that compounds over time.
In this session, Artem Avdacev (Product @ Amplemarket, YC Founder) will break down what actually defines an AI-native product and why the most successful AI startups are architected around progressive autonomy rather than full automation.
We’ll explore:
• Variable autonomy - designing systems that balance human control and AI automation
• Agentic product loops - generate → validate → refine
• Memory and trust - how context accumulation becomes a long-term product moat
👤 Speaker
Artem Avdacev
Product @ Amplemarket | YC Founder
Artem works at the intersection of AI systems, product design, and startup growth, focusing on how AI products evolve through autonomy, feedback loops, and memory systems.
📅 Event Timeline (6:00 PM – 9:00 PM)
6:00 – 6:20: Arrival & Networking
6:20 – 6:30: Opening
6:30 – 7:20: Talk: The Architecture of AI-Native Products
7:20 – 7:45: Moderated Discussion
7:45 – 9:00: Open Q&A + Networking
Who this is for
• Builders working with AI
• Product managers & designers
• Engineers experimenting with LLM systems
• Anyone interested in how AI changes product architecture