Dinner In 3 weeks
November
Wednesday
17:30–20:30 2026 · San Francisco time
You sign up with the host. foundercal only links to it.
Can AI find an edge in financial markets—and how would we know?
Markets put learning systems under pressure: noisy data, shifting conditions, competing participants, and decisions whose consequences unfold over time. A strong backtest is a starting point. The harder question is whether a model’s apparent advantage survives new data, transaction costs, and live deployment.
This session explores AI for financial markets, from models that interpret filings, news, and market data to agents that develop hypotheses, test strategies, and learn from feedback.
We’ll examine the research behind these systems and the evidence needed to judge them:
Signal extraction: Can models turn financial information into useful predictions and decisions?
Agents and learning: How should systems research, act, and adapt as market conditions change?
Evaluation: How do we distinguish a durable result from data leakage, overfitting, or a favorable testing period?
Deployment: What happens when risk constraints, execution costs, and other market participants enter the picture?
Presenters and papers will be announced soon. Pre-reads will be shared with confirmed guests before the session.
The Frontier Research Club is a curated forum for rigorous, technical discussion at the frontier of AI. We convene researchers from the frontier labs, Stanford, Berkeley and leading startups to examine concrete work (papers, methods and results) with a bias toward assumptions, evaluation methodology, failure modes, and what would count as convincing evidence.
Each session features 2 talks selected for rigor and discussion value. Presentations are intentionally brief so the majority of time is reserved for questions and critique. Papers and supporting materials are shared in advance to ensure a high-baseline conversation.
Agenda
5:30pm: Doors open5:30pm – 6:30pm: Networking + light dinner6:30pm – 8:00pm: Research presentations + discussion8:00pm – 8:30pm: Networking
Presenters & topics
Talk 1: TBA
Talk 2: TBA
Want to present your work?
If you have a research paper you’d like to discuss at one of our next sessions, please submit it for consideration. Submit your paper here!
Who should attend
AI and machine learning researchers working on financial applications
Quantitative researchers, systematic traders, and financial data scientists
Researchers studying reinforcement learning, agents, and sequential decision-making
Engineers building financial research, trading, and evaluation systems
Founders and technical leaders developing AI products for financial markets
Investors with a technical interest in the methods and evidence behind these systems
Capacity is limited.
We will take photos and short video clips for event recap and promotion. By attending, you consent to being photographed and recorded, and to the use of those images and clips by the organizers on social media and other event marketing channels.
🌐 Connect with Frontier Research Club
Luma Calendar: luma.com/frontiersyndicate
YouTube: youtube.com/@FrontierResearchClub
Instagram: @frontierresearchclub
Email: [email protected]
Hosted by
The Frontier Syndicate is a venture community connecting frontier tech researchers, builders, and investors through curated convenings and early-stage capital. Across the Bay Area, we host a recurring series of research forums, builder nights, and intimate investor dinners — and back exceptional companies emerging from the labs, communities, and technical networks we convene.
Full text on Luma .
Founders pitch
Founders pitch
One of the year's big ones