Security By Design

Finding the Right AI ft. Andrew Hill, CEO, Recall

Agentic AI is hitting an inflection point. Models can reason, act, and collaborate, but can we trust them? In crypto, the stakes are higher: incentives are real, outcomes are on-chain, and bad agents can cause real damage. Welcome to Agents Unleashed, the show that helps you find signal in the noisy world of agentic AI. Hosted by Thomas Maybrier, this bonus episode features Andrew Hill, CEO of Recall, on how we evaluate and enhance AI agent performance, especially in crypto. We dig into why trust, verification, and incentives matter, how blockchain can provide ground truth, and why community participation is essential to shaping the future of agentic AI. In This Episode: * What Recall is and how it evaluates agent performance * Why trust, verification, and incentives are the core of agent reliability * How crypto rails provide transparent verification for AI agents * Why “agentic AI” is still early and why that’s exciting * From trading to tooling: the next wave of agent use cases * Ways to engage with Recall: build, contribute, or simply spectate * How communities accelerate safer, smarter agent development Resources & Links Agents Unleashed → https://olas.network/agents-unleashed Olas Whitepaper → https://olas.network/documents/whitepaper/Whitepaper%20v1.0.pdf Listener Survey → https://olas.network/blog/pod-survey Follow Thomas on X → https://x.com/thomasmaybrier Follow Andrew on X → https://x.com/andrewxhill Recall → https://recall.network/ 🎵 Theme music: “Forward” by Grand Project on Pixabay: https://pixabay.com/users/grand_project-19033897/ Sponsored by Olas: Build and own AI agents → https://olas.network

Agents Unleashed Singapore 2025 Highlights

The Agents Unleashed podcast is back with a special bonus episode from Singapore.In this "highlight reel", host Thomas Maybrier shares some standout moments from Agents Unleashed Singapore 2025, where builders, researchers, and founders gathered to explore the next phase of autonomous AI.In This Episode:Who owns the agent revolution? featuring Victor Notaro (Valory)Real, useful benchmarks for AI featuring Danny Zuckerman (Recall)How to think about prediction markets featuring Adrian Lai (Supafund)AI agents: real or hype? featuring Don Gossen (Nevermined)Should AI agents launch tokens? featuring TM Lee (CoinGecko)Risk scores for autonomous agents featuring Med Amine Idmoussi (Bond Credit)Pearl v1: the agent app store featuring Iason Rovis (Valory)The difference between bots and autonomous agents featuring Sydney Lai (GAIA)Chapters00:00 – Welcome to Agents Unleashed00:49 – Who owns the agent revolution?02:35 – Real, useful benchmarks for AI04:46 – Prediction markets: hype or infrastructure?06:05 – Are AI agents real or overhyped?06:53 – Do AI agents need tokens?07:54 – Building trust with agent risk scores08:49 – Launching Pearl v1: the agent app store10:03 – Bots vs agents: why context is everythingResources & Links:🎥 Watch the full Agents Unleashed Singapore playlist → https://youtube.com/playlist?list=PLoP4p0r-X94r0Bgrt7PPQIR6vlzOIkg0N&si=wiQOmhLqjrt0IkpS📄 Olas Whitepaper → https://olas.network/documents/whitepaper🐦 Follow Thomas on X → https://x.com/thomasmaybrier🎵 Theme music: “Forward” by Grand Project on Pixabay → https://pixabay.com/users/grand_project-19225115/Sponsored by Olas → https://olas.network

Season One Recap

We made it. 24 episodes. 6 months, 1 exciting ride through the future of agentic AI. Welcome to Episode 24 of the Agents Unleashed Podcast, the show that helps you find signal in the noisy world of autonomous agents.This episode marks the official end of Season One. To celebrate, we’re taking a look back: the highlights, the lessons, the recurring themes, and the big questions we’re still chasing. Whether you’re a long-time listener or just joining us, this is your chance to catch up on what really mattered in our first season.In This Episode:What people do, and don't get about AI agents ft. David Minarsch Tradeoffs and security risks of computer-use agentsHow a model can be "loyal" ft. Oleg GolevWhat is an AI agent, anyway? Ethereum's 10 year plan ft. Tomasz StanczakResources & Links:Catch up on all episodes → https://www.youtube.com/watch?v=ADAew8z_k80&list=PLoP4p0r-X94r1FA7yoOwRqvOjiYGSNQojFollow Thomas on X → https://x.com/thomasmaybrier🎵 Theme music: “Forward” by Grand Project on Pixabay: https://pixabay.com/users/grand_project-19033897/💬 Like, subscribe, and leave a comment to support the show.Sponsored by Olas: https://olas.network

Security By Design

AI agents are under attack. From prompt injection exploits to invisible system takeovers, new security threats are forcing a rethink of how we build, test, and trust autonomous systems. Welcome to Episode 23 of the Agents Unleashed Podcast, the show that helps you find signal in the noisy world of agentic AI. Hosted by Thomas Maybrier, this episode investigates the growing danger of prompt injection, and how attackers are learning to hijack AI agents to steal data, drain wallets, and impersonate users. But it’s not all bad news: Thomas also explores how open-source workflows, decentralized protocols, and new evaluation tools like Olas Predict may offer a more secure path forward. In This Episode: Why prompt injection is the #1 threat for AI agents Real-world hacks from BlackHat What red teaming has revealed about agent behavior How Olas agents handle trust-minimization, verification, and incentives Chapters 00:00 – Welcome to Agents Unleashed 00:50 – Real-world prompt injection at Black Hat 03:21 – NVIDIAGTC demo: multi-agent red teaming 04:07 – Why prompt injection is a systemic threat 04:56 – The risks of compromised agents 05:16 – How do we make AI agents trustworthy? 06:19 – How Olas manages risk Resources & Links: Agents Unleashed in Singapore → https://olas.network/agents-unleashed [https://olas.network/agents-unleashed] Olas Whitepaper → https://olas.network/documents/whitepaper/Whitepaper%20v1.0.pdf [https://olas.network/documents/whitepaper/Whitepaper%20v1.0.pdf] Listener Survey → https://olas.network/blog/pod-survey [https://olas.network/blog/pod-survey] CopyPasta License Attack → https://hiddenlayer.com/innovation-hub/prompts-gone-viral-practical-code-assistant-ai-viruses/ [https://hiddenlayer.com/innovation-hub/prompts-gone-viral-practical-code-assistant-ai-viruses/] Follow Thomas on X → https://x.com/thomasmaybrier [https://x.com/thomasmaybrier] 🎵 Theme music: “Forward” by Grand Project on Pixabay: https://pixabay.com/users/grand_project-19033897/ [https://pixabay.com/users/grand_project-19033897/] 💬 Like, subscribe, and leave a comment to support the show. Sponsored by Olas: Build and own AI agents → https://olas.network [https://olas.network]

Can We Trust AI?

AI chatbots are lying more than ever. Why is this, and what can we do about it? Welcome to Episode 22 of the Agents Unleashed Podcast, the show that helps you find signal in the noisy world of agentic AI. Hosted by Thomas Maybrier, this episode dives into two fast-moving developments with big implications for truth and trust in AI systems: A sharp rise in chatbot misinformation, driven by changes in model refusal rates and real-time web access — and the emergence of autonomous betting agents that use market dynamics to generate more reliable outputs. At the center of this conversation is Olas Predict, a new multi-agent forecasting protocol built around competitive prediction markets and agent performance incentives. In This Episode: * Why AI models are getting more confident — and more wrong * What NewsGuard’s audit reveals about LLM truthfulness * The consequences of declining refusal rates * Betting agents and “market-based truth” * How Olas Predict works, and what makes it different * Why ownable, autonomous agents may be the path forward Resources & Links: NewsGuard Report → https://www.axios.com [https://www.axios.com] Olas Predict → https://olas.network/predict [https://olas.network/predict] Olas Whitepaper → https://olas.network/documents/whitepaper/Whitepaper%20v1.0.pdf [https://olas.network/documents/whitepaper/Whitepaper%20v1.0.pdf] Listener Survey → https://olas.network/blog/pod-survey [https://olas.network/blog/pod-survey] Agents Unleashed episode 19 → https://youtu.be/wgtvNr8BiGs [https://youtu.be/wgtvNr8BiGs] Databricks raise → https://www.pymnts.com/news/investment-tracker/2025/databricks-raises-1-billion-to-launch-new-products-for-building-ai-agents/ [https://www.pymnts.com/news/investment-tracker/2025/databricks-raises-1-billion-to-launch-new-products-for-building-ai-agents/] Salesforce's worker shakeup → https://ppc.land/salesforce-ceo-details-ai-agents-handling-50-of-company-work/ [https://ppc.land/salesforce-ceo-details-ai-agents-handling-50-of-company-work/] xAI launches "Macrohard" → https://www.webpronews.com/elon-musks-xai-launches-macrohard-to-rival-microsoft-with-ai-agents/ [https://www.webpronews.com/elon-musks-xai-launches-macrohard-to-rival-microsoft-with-ai-agents/] New web standards could limit agent's access to the web → https://archive.is/n6iZY [https://archive.is/n6iZY] Follow Thomas on X → https://x.com/thomasmaybrier [https://x.com/thomasmaybrier] 🎵 Theme music: “Forward” by Grand Project on Pixabay: https://pixabay.com/users/grand_project-19033897/ [https://pixabay.com/users/grand_project-19033897/] 💬 Like, subscribe, and leave a comment to support the show. Sponsored by Olas: Build and own AI agents → https://olas.network [https://olas.network]