{"podcast":{"title":"AI News & Strategy Daily with Nate B. Jones","slug":"ai-news-strategy-daily-with-nate-b-jones-7703542","podcast_index_feed_id":7703542,"rss_url":"https://feeds.acast.com/public/shows/69ab3b7c7036d739021982df","website_url":"https://natesnewsletter.substack.com/","image_url":"https://assets.pippa.io/shows/69ab3b7c7036d739021982df/1773243810570-b3b4a15e-30d4-4137-8886-3390ad5090ec.jpeg","author":"Nate B. Jones","episode_count":154,"summary":"Daily AI strategy and news for the AI curious, builders & executives. I'm Nate B. Jones, a 20-year product leader, AI strategist, and your guide through the noise. Most AI content is hype or generic advice. I cut through both with frameworks and workflows you can use immediately. Whether you're an executive making AI decisions or a builder implementing solutions, you'll get practical guidance, tested in real organizations. New videos every day on YouTube. Deeper analysis + exclusive playbooks → https://natesnewsletter.substack.com/ Hosted on Acast. See acast.com/privacy for more information.","last_synced_at":"2026-07-11T02:17:08.760997+00:00","page_url":"https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542"},"episode":{"title":"How to Trust AI Agents: Verify the Work, Not the Model","slug":"how-to-trust-ai-agents-verify-the-work-not-the-model","published_at":"2026-07-08T14:00:00+00:00","page_url":"https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542/how-to-trust-ai-agents-verify-the-work-not-the-model","show_page_url":"https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542","url":"https://natesnewsletter.substack.com/p/trust-ai-agents?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true","audio_url":"https://sphinx.acast.com/p/open/s/69ab3b7c7036d739021982df/e/6a4dbf036ae7b13bb2b47f69/media.mp3","summary":"Multi-agent AI systems just went from research project to recipe. I ran 20+ AI agents across 4 model families to rebuild a website in one afternoon for about $8 — and the system caught every hallucination, every shortcut, and even the boss model's own bug without me lifting a finger. Full post: https://natesnewsletter.substack.com/p/trust-ai-agents?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true My Links 🔗 👉🏻 Newsletter: https://natesnewsletter.substack.com/ 👉🏻 X: https://x.com/natebjones 👉🏻 TikTok: https://www.tiktok.com/@nate.b.jones 👉🏻 Instagram: https://www.instagram.com/nate.b.jones What's really happening inside multi-agent AI systems? The common story is that hallucinations make AI agents too untrustworthy for real work — but the real question is whether trusting the agent was ever the right design in the first place. In this episode, I share the inside scoop on running a verified agent swarm:  - Why one frontier boss plus cheap workers beats frontier-only pricing  - How executed checks caught a hallucination, a cheat, and the boss's bug  - How to audition new models before trusting them with real work  - What a written constitution does that task-by-task prompting can't Hallucinations aren't solved — but with verification built into the structure, delegating big work to AI agents becomes a design question instead of a trust question. Hosted on Acast. See acast.com/privacy for more information.","meta_description":"Multi-agent AI systems just went from research project to recipe. I ran 20+ AI agents across 4 model families to rebuild a website in one afternoon for ab…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1157,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/ai-news-strategy-daily-with-nate-b-jones-7703542/episodes/how-to-trust-ai-agents-verify-the-work-not-the-model/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/ai-news-strategy-daily-with-nate-b-jones-7703542/how-to-trust-ai-agents-verify-the-work-not-the-model.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}