AI+ Roundtable No.6: The Agent Learning Loop

From Real-World Traces to Self-Improving Agents

AI+ is hosting a 15-person invitation-only dinner for a highly selected group shaping the next generation of agent systems.

The room will bring together 3 groups:

• Emerging founders building startups around agent learning, simulation, replay, evaluation, RL, and post-training;

• Senior AI leaders who have already faced the realities of building and deploying agents at scale;

• Top investors backing companies across the agent learning stack.

Together, we will explore how real-world agent interactions can become training signals—and how simulation, replayable traces, continual learning, and post-training may reshape the way agents improve over time.

Dinner will be served with candles and beautiful rooftop views and great conversations.