🧠Agents, Feedback Loops, & Everything In Between 🤖 (w/ The AI Collective)
​Most AI apps don’t fail because of bad models – they fail because they stop learning.
​Your first prompt will suck. So will your second. The difference between a flaky demo and a dependable product is what happens next: does the system improve, or does your team keep duct-taping guesswork?
​In this talk, we’ll dive into real-world feedback systems that keep agents learning in production. We’ll break down:
​- What feedback signals actually matter – and what’s noise
- The anatomy of a high-signal feedback loop: from collection to iteration
- How to turn thumbs, edits, and complaints into structured improvements
- Practical methods to move beyond shallow System-1 prompting into real adaptability
​If you’re building agents that interact with real users, this talk will show you how to make them consistently more innovative – not just functional.
​About Almog
​Almog Baku is a serial entrepreneur and expert in building LLM applications, having shipped 30+ agents to production. He founded GenAI Israel, the country's largest LLM community (7,000+ members). Almog's practical, engineering-focused approach has established him as a thought leader in real-world LLM applications.
​Nowadays, Almog is the CEO of an AI Infra startup at stealth 🤫
​Automating >50% of Customer Support Tickets / Lee Twito
​AI support sounds easy – until you try it in insurance.
​This session shares practical implementation strategies, architectural decisions, and lessons learned from deploying production AI agents at scale that fully automate more than 50% of customer support tickets, saving millions of dollars in operational costs without compromising CSAT.
​About Lee Twito
​Lee Twito leads Generative AI at Lemonade, where he builds production AI systems that automate core insurance operations, including customer support. He’s an applied LLM engineer focused on agent reliability and decision-making at scale. Lee also co-hosts LangTalks, a podcast dedicated to practical GenAI engineering and real-world deployment strategies.
​As always, food and drink, engaging conversation, and incredible company will all be provided!
​​Please be advised: Unfortunately, space is very limited at these community events and we can not always accept everyone we would like to. If you are not accepted to this event, please keep applying! We appreciate your application tremendously and we are looking forward to seeing you at a future event very soon!
​The AI Collective is a global non-profit community uniting 100,000+ pioneers – founders, researchers, operators, and investors – exploring the frontier of AI in major tech hubs worldwide. Through events, workshops, and community-led research, we empower the AI ecosystem to collaboratively steer AI’s future toward trust, openness, and human flourishing.
​All attendees and organizers at events affiliated with The AI Collective agree to our privacy policy and are subject to our code of conduct.