CFTC Commissioner Recaps Roundtable Discussions on Financial Innovation and Supervision

CFTC Commissioner Kristin N. Johnson recapped takeaways from two recent roundtables—one focused on financial innovation and the oversight of emerging technologies, and the other on surveillance and supervision.

On the Regulators Roundtable on Financial Markets Innovation Ms. Johnson highlighted the following: 

1. AI & Regulatory Oversight. Participants discussed the growing use of AI in trading and compliance, noting that while it offers efficiency gains, it also raises risks around bias, explainability and governance. Ms. Johnson emphasized the need for tailored regulatory frameworks and international coordination to ensure effective oversight, especially in post-deployment monitoring.
2. Cybersecurity. Participants underscored the urgent need for cyber resilience in light of recent disruptions, calling for supervisory frameworks that include continuous testing, incident response planning and clear accountability measures.
3. CFTC Operational Resilience Framework. Participants discussed the CFTC's proposed Operational Resilience Framework, which would require market participants to implement cybersecurity, vendor oversight and continuity plans. Ms. Johnson referenced recommendations to extend similar safeguards to clearinghouses by updating CFTC rules to strengthen oversight of third-party service providers.
4. Third-Party Risk and Infrastructure Concentration. Participants raised concerns about the growing dependence on a small number of tech providers for critical market functions, highlighting the need to modernize risk management practices to address systemic vulnerabilities. Ms. Johnson referenced efforts under the EU's Digital Operational Resilience Act to strengthen oversight of service providers.
5. Incident Response and Information Sharing. Participants underscored the need for continuous testing, coordinated response plans and improved information sharing between regulators and technology providers to strengthen operational resilience against evolving threats.

On the Public-Private Roundtable covering Surveillance and Supervision in the Age of AI and Digital Assets, Ms. Johnson highlighted the following:

1. AI and Financial Crime. Participants discussed how AI is reshaping the financial crime landscape, with advanced tools enabling real-time market abuse detection and broader risk identification. Participants agreed that AI is accelerating the scale and complexity of threats, pushing compliance teams to adopt behavioral analysis and on-chain intelligence.
2. Bridging Surveillance Gaps in Crypto Markets. Participants addressed persistent surveillance gaps in crypto markets, highlighting that much trading occurs off-chain and escapes blockchain transparency. Participants observed emerging risks such as AI-amplified wash trading, rug pulls and complex manipulation schemes—underscoring the need for stronger oversight of opaque centralized platforms.
3. Explainable AI in Supervision. Participants discussed the use of LLMs in pre-trade and multilingual surveillance. Ms. Johnson noted ongoing tensions between model performance and explainability, stressing the importance of governance and human oversight.
4. AI Governance & Data Challenges. Participants considered the debate over legal and regulatory models to support AI-based compliance, including proposals for co-designed systems with regulators and centralized public data hubs to address fragmented surveillance infrastructure.
5. Risks & Oversight in a Fragmented Ecosystem. Participants raised concerns about outsourcing supervision to private vendors, stressing the need for stronger public oversight, enhanced regulatory expertise and accountability in overseeing AI use in financial infrastructure.

Commissioner Johnson concluded that supervisory frameworks must evolve to keep pace with emerging technologies, stressing the need for international coordination, AI governance and operational resilience. She called for deeper collaboration between regulators and the private sector to strengthen surveillance capabilities and preserve market integrity in an increasingly digital financial system.