Agenda

9:00–9:05

Opening Remarks

Welcome & introduction

9:05–9:35

Invited Talk 1: Towards Reliable Financial Agents: Teaching Agents to Work

Vincent Sunn Chen

9:35–10:05

Invited Talk 2: Guardrails for AI in Financial Services

Sebastian Gehrmann

10:05–10:30

Coffee Break

—

10:30–11:00

Invited Talk 3: Cheap Inference, High Fidelity: Scaling Laws for LLM Distillation in Finance

Lavinia Ghita

11:00–11:30

Invited Talk 4: From Models to Agents: Building Evaluation-Centric, Risk-Aware AI Systems for Finance

Bhaskarjit Sarmah

11:30–12:15

Poster Session 1

Networking & posters

12:15–13:15

Lunch Break

—

13:15–13:25

Spotlight talk 1: Information Homogenization Induces Herding in Retrieval-Augmented LLM Agent Markets

Zichen Song

13:25–13:35

Spotlight talk 2: Reformulating Imitation Learning as Return Distribution Matching

Filippo Lazzati, Alberto Maria Metelli

13:35–13:45

Spotlight talk 3: One Size Fits None: Do LLMs Provide Suitable Financial Advice?

Jillian Ross, Andrew Lo

13:45–14:00

Best Paper Awards

—

14:00–15:00

Poster Session 2

Networking & posters

15:00–15:30

Coffee Break

—

15:30–16:00

Invited Talk 5: Autonomous Research for Finance and Economics

Alejandro Lopez-Lira

16:00–16:10

Best Poster Award Announcement

Announcement only

16:10–16:50

Panel Discussion

Panelists

16:50–17:00

Closing Remarks

Wrap-up

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