Decrypting Agentic Finance, Building Autonomous Financial Guardrails, and AI Safety
Welcome to Women in Crypto, presented by the Association for Women in Cryptocurrency and sponsored by Bracewell LLP.In this episode, we dive into “A-Finance, Autonomous Financial Guardrails, and AI Safety” with Timothy Darrah and Caroline Randall Williams, co-founders of Mangrove. Tim (Army veteran, former NASA fellow, CEO, and Vanderbilt professor) brings deep expertise in high-stakes AI systems, while Caroline (poet and Vanderbilt professor) bridges complex technical concepts through narrative.We explore how Mangrove connects traditional finance, digital assets, and AI. Topics covered:Structural limits and technical risks of LLMs in financial decision-making (hallucination, confabulation, poisoned data)Why LLMs shouldn't directly control capital and how separating AI research from deterministic execution solves thisHuman-in-the-loop guardrails, stop-loss limits, and policy layers to safeguard capitalDemocratizing quantitative trading, Kraken & non-custodial wallet integrations, and user-defined safety parameters.Learn more about Mangrove: www.mangrove.ai | App: www.mangrove.ioLearn more about AWIC: www.womenincrypto.orgFollow AWIC on LinkedIn: www.linkedin.com/company/the-association-for-women-in-cryptocurrencyFollow AWIC on Twitter: www.twitter.com/awicglobalSpecial thanks to sponsor Bracewell LLP (bracewell.com) and Emily Corbrovsky for technical support.Mangrove AI is a corporate sponsor of the Association for Women in Cryptocurrency (AWIC). This episode is provided as an educational benefit of AWIC's corporate sponsorship program. Neither corporate sponsorship nor participation in this podcast constitutes AWIC's endorsement, approval, or recommendation of Mangrove AI or any product, service, or investment strategy discussed. This episode is for informational and educational purposes only and does not constitute financial, investment, legal, or tax advice. Statements made by guests are their own. AWIC makes no representations or warranties regarding the accuracy of guests' claims or the safety, security, reliability, regulatory status, performance, or suitability of any platform or service discussed. Investing involves risk, including the possible loss of your entire investment. AI-driven, agentic, automated, and algorithmic strategies do not eliminate risk or guarantee profits or protection against losses. Before making investment decisions, conduct your own due diligence and consider consulting an independent, appropriately qualified financial adviser about your financial circumstances, objectives, and risk tolerance. Any decision to use a platform or service discussed is your own. Any resulting customer relationship is with the relevant provider—not AWIC. AWIC does not operate or control Mangrove AI's platform or manage users' investments. Platform-related questions, complaints, and disputes should be directed to Mangrove AI or the relevant service provider. To the fullest extent permitted by applicable law, AWIC disclaims liability for losses or damages arising from use of the platform. Nothing in this notice limits rights or liability that cannot lawfully be limited.