Dynamo AI

Manual AI redteaming is slow (🐌), expensive, and inconsistent—but it doesn’t have to be. DynamoEval offers the following streamlined AI security evaluations to help you understand your model risks: ✅ Static Jailbreaking Tests – Test your model against single-turn attacks like DAN, encoding tricks, and ASCII art. ✅ Adaptive Jailbreaking Tests – Test your model on multi-turn attacks that evolve based on the model's response, using techniques like Tree of Attacks with Pruning (TAP) and Iterative Refinement Induced Self-Jailbreak (IRIS). Read more in two papers documenting our techniques here: https://bit.ly/3XMutFA , https://bit.ly/4iYphqG ✅ System Policy Compliance Test – Measures compliance with a company's given policies, before and after guardrails are applied. Faster, smarter AI security—without blocking innovation. Read more: [ https://bit.ly/4jgPalb ] #AI #Security #Redteaming #MachineLearning #AICompliance

🚀 Rethinking AI Security in Insurance In the latest Insurance Unplugged episode, Lisa Wardlaw sat down with Christian Lau, Co-Founder and Chief Product Officer of Dynamo AI, to discuss the evolving landscape of AI security and governance. 💡 Key Takeaways: AI Security Challenges – Hallucinations, jailbreaking, and compliance failures are growing risks as enterprises scale AI. Shadow AI – Untracked AI usage across teams is creating vulnerabilities, making compliance difficult. Centralized vs. Decentralized AI – One-size-fits-all AI security doesn’t work. Tailored, decentralized governance is essential. 🎙️ “Security isn’t free—making AI systems secure is often more expensive than running the model itself.” – Christian Lau 🔗 Listen to the full episode here: https://lnkd.in/emC9cA5G Irys is a proud sponsor of this season of Insurance Unplugged. 🚀 #AI #Security #Governance #InsuranceUnplugged #DigitalTransformation #Irys

A Night to Remember: Intimate Conversations on GenAI at Nobu 57 🍣 Last night, we had the pleasure of hosting an intimate dinner at Nobu 57 with an incredible group of GenAI leaders, coming together for candid conversations on what’s actually working in production—beyond the hype. From discussing real-world challenges to sharing breakthrough applications, the evening was filled with insightful dialogue, meaningful connections, and, of course, amazing food. It was inspiring to hear firsthand how enterprises are deploying AI at scale, navigating governance, and unlocking new opportunities in this rapidly evolving space. A huge thank you to everyone who joined us—we appreciate your perspectives and the engaging discussions that made this night so special! If you couldn’t make it, we’d love to connect and keep the conversation going. #GenAI #ResponsibleAI #AIInnovation #DynamoAI #Networking #AILeadership

🚀 Exciting News! 🚀 We’re thrilled to announce our partnership with Intel Business to bring industry-leading responsible AI guardrails to AI PCs to enable the most secure, compliant, and low-latency enterprise deployments of Generative AI! With DynamoGuard, enterprises can now seamlessly integrate on-device AI security and compliance solutions—ensuring real-time protection against sensitive data leakage, noncompliant misuse, prompt injections, and jailbreaking. ✅ Real-time on-device guardrails enable the lowest latency secure GenAI ✅ Runs directly on AI PCs—no sensitive data or documents ever leave your device ✅ Optimized for Intel® Core™ Ultra processors' NPU for top-tier performance ✅ Customizable guardrails to meet enterprise AI governance needs This collaboration empowers businesses to confidently deploy Generative AI while maintaining security, compliance, and privacy—without compromising speed or efficiency. 🔗 Learn more about how Dynamo AI & Intel Business are shaping the future of Responsible AI: [ https://bit.ly/4l4d8BN ] #AI #ResponsibleAI #DynamoAI #Intel #AIPCs #Security #Compliance

✨ Reduce False Refusals in your AI Model Guardrails ✨ Enterprises deploying AI-powered tools often face a tough tradeoff—strict guardrails enhance safety but can also lead to frustrating refusals (“I’m sorry, I can’t help with that…”) that block legitimate user requests. Too often, users feel like they’re talking to a brick wall instead of a helpful AI assistant. At Dynamo AI, we believe guardrails should protect users without harming their experience. That’s why we help enterprises optimize AI guardrails using three key strategies: ✅ Fine-tuning models with domain-specific golden datasets ✅ Continuous Human-in-the-Loop monitoring and feedback ✅ Smart thresholding to balance safety and usability The result? Fewer false refusals, better user experience, and AI systems that actually work in production. Read more about how we’re tackling this challenge: [ https://bit.ly/4iGkcTn ] #AI #Guardrails #LLMs #MachineLearning #AIInnovation #DynamoAI #EnterpriseAI #AITrustAndSafety

🚀 The AI Playbook You’ve Been Waiting For 🚀 Over the past year, Dynamo AI has worked alongside enterprise AI leaders across industries, tackling one fundamental challenge: How do we successfully operationalize AI? The same critical questions come up time and again: 🔹 How do I deploy AI at scale while managing risk? 🔹 What pitfalls should I anticipate? 🔹 What metrics matter to leadership and the board? 🔹 What are the resource implications? That’s why we created the Dynamo AI Guardrails Playbook—the first in our playbook series. This guide provides battle-tested frameworks for creating, evaluating, and monitoring AI guardrails, trusted by industry leaders driving real-world AI adoption. 💡 Get your copy of the Dynamo AI Guardrails Playbook and join a community of AI practitioners navigating the future with confidence. 📥 Download it here: [ https://bit.ly/4hK5726 ] 📑 Read more about the playbook on our blog: [ https://bit.ly/4hlbSHJ ] #AI #MachineLearning #AIPlaybook #AIGovernance #EnterpriseAI

Dynamo AI's Cofounder & Chief Product Officer, Christian Lau, sat down with Lisa Wardlaw on the Insurance Unplugged Podcast to discuss the future of AI Security. Learn more about the emergence of centralized and decentralized governance structures for managing GenAI Security and its impact on your organization's GenAI rollout in the upcoming episode!

Dynamo AI's CEO, Vaikkunth Mugunthan, and Head of AI Compliance Strategy, Daniel Ross, spent the past few days on Capitol Hill meeting with congressional representatives and incoming financial services regulatory officials. They shared advancements in AI risk management and discussed key AI priorities for 2025. Here are a few key themes that stood out: 🔹 A double-down on advancing AI security controls and effective evidence 🔹 Enabling AI use across community and regional banks to promote financial access and inclusion 🔹 A lot of questions around AI observability, monitoring, and reporting   We look forward to continuing the conversation, and would like to thank Congressman John Rose and the Offices of Congresswoman Lisa McClain, Congressman Sam Liccardo, Congressman Jim Himes, and Congressman Cleo Fields for the engaging discussions. #AI #AIRegulation #AIGovernance

🚀Introducing RLHF Continuous Guardrail Improvement in DynamoGuard 🚀 Working closely with enterprises deploying generative AI, we’ve seen firsthand how static, out-of-box guardrails struggle to meet real-world demands. Guardrails often miss critical threats or frustrate users with false positives. There's a clear need for adaptive guardrails that enable enterprises to effectively safeguard dynamic production workloads. That's why we're excited to announce DynamoGuard's Reinforcement Learning from Human Feedback (RLHF) Guardrail Improvement! This capability enables guardrail owners within the enterprise to: ✅ Continuously adapt guardrails by correcting guardrail failures in real-world monitoring logs ✅ Reduce false positives and negatives by applying iterative feedback ✅ Build smarter, more robust, and more compliant AI systems In one case, our customers improved their F1 score by over 10% and reduced their false positive rate in just two rounds of feedback! Learn more about how you can get started here: [ https://bit.ly/3R5gNl8 ] #GenAI #AISecurity #AICompliance #MachineLearning #EnterpriseAI #DynamoAI

🚀 Invitation to Dynamo AI's March Webinar: Taming AI Agents and Reasoning Models 🚀 We're excited to invite you to join our live session with Dynamo AI's VP of Applied AI, Eric Lin, and the Dynamo research team. In this session, we'll dive into: ✅ The state of generative AI in March 2025: 3 major paradigm shifts due to reasoning and agentic models and what that means for your enterprise AI systems. ✅ The need to rework how we think about evaluations and safeguards of AI systems. ✅ A framework and repeatable playbook to build custom evaluations and safeguards that accelerate robust productionization of enterprise AI. We will go over case studies of how enterprise can do this in practice and how to leverage exciting breakthroughs in recent ML research. Don’t miss out—register now and get ahead of the curve! 📍 Register here -> [ https://bit.ly/3Dj5kva ] 📅 [ March 26th, 2025 @ 11am PST | 2pm EST ] #GenerativeAI #EnterpriseAI #MLBreakthroughs #AI #AIdeployment #Deepseek #o3 #AIAgents #MachineLearning #GenAI