EXPONENTIAL RESOURCES

Browse talks from the Exponential Summit 2025. Each session includes video (when available) and slides to download.

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Re-Imagining Finance: The Rise of the Reasoning-Quant

Re-Imagining Finance: The Rise of the Reasoning-Quant

Rajesh Krishnamachari, Ph.D & Srividya Rajesh

Exploring the evolution from P-Quant and Q-Quant to R-Quant: how reasoning agents are transforming finance through orchestrated workflows and AI-driven decision making.

Structural Fragility in Agentic Finance

Structural Fragility in Agentic Finance

Markus Leippold

Navigating the epistemic, physical, and economic traps of AI in finance. Why verifiable reality, not intelligence, is the true asset class.

From Rules to Reason: Financial Data in the Age of AI

From Rules to Reason: Financial Data in the Age of AI

Peter Hafez

How AI is transforming financial data from rule-based systems to reasoning-driven intelligence that understands context and nuance.

NLP in Action: Extracting Insights from Earnings Calls

NLP in Action: Extracting Insights from Earnings Calls

Beatriz Santos

Practical applications of natural language processing to extract meaningful insights from earnings call transcripts and financial communications.

Quantamental 2.0: How GenAI is Collapsing the Divide Between Fundamental and Quant

Quantamental 2.0: How GenAI is Collapsing the Divide Between Fundamental and Quant

Petr Merkuryev

How generative AI is bridging the gap between fundamental analysis and quantitative strategies, creating new hybrid investment approaches.

Building a World-Class AI Platform in Neuroscience

Building a World-Class AI Platform in Neuroscience

Nawal Roy

Lessons from building enterprise AI platforms in neuroscience and how these principles apply to financial services.

Building with Bigdata.com: From Today's Copilots to 2027's Autonomous Analysts

Building with Bigdata.com: From Today's Copilots to 2027's Autonomous Analysts

Aakarsh Ramchandani

A roadmap to 2027: how today's AI copilots will evolve into fully autonomous analysts that purchase data, run analyses, and generate insights independently.

Redefining Investment Management with Purpose-built AI

Redefining Investment Management with Purpose-built AI

Santiago Walliser

How purpose-built AI systems are transforming investment management workflows, from research to portfolio construction and risk management.

Agentic AI, The New Revolution

Agentic AI, The New Revolution

Eduardo Ordax

Beyond the buzz: demystifying agentic AI and exploring real-world use cases from financial services customers leveraging autonomous systems.