UGC-Style AI Video Is Getting Dangerously Close
A short X video is a useful signal: AI-generated UGC-style ads are moving from novelty toward something brands will actually test in the wild.
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Everything published under this signal: diary notes, insights, projects, resources, videos and linked company pages.
A short X video is a useful signal: AI-generated UGC-style ads are moving from novelty toward something brands will actually test in the wild.
An introduction to Jason Vs The Noise — what it is, who it is for, and why this public build exists.
Jason reflects on Geoffrey Hinton's lecture Will AI Outsmart Human Intelligence, and why the most uncomfortable idea is not smarter AI but structurally immortal intelligence.
A video explainer on Google's AI Overviews, AI Mode, llms.txt, SEO, AEO, and why AI Search is still grounded in Search systems.
A video explainer on why Grok is becoming interesting as the live operator layer in an agent stack, and why the right model question is about role, not dominance.
A video companion to the Cloudflare email-for-agents insight, covering why email is becoming a practical interface for agents and why human approval still matters.
A video explainer on why search is becoming more agentic, what that means for websites, and why most businesses are not ready for AI systems that need to understand and act.
A video explainer on why agent payments matter now, what the behaviour layer actually is, and why spending policies need to arrive before autonomous agent spend scales.
A video companion to the Step 3.7 Flash insight, covering why the new free Nous Portal model matters for Hermes users, agentic workflows and long-context execution.
A video companion to the local AI field guide, covering why renting intelligence is fragile and how to start running useful models on hardware you own.
A video companion to the Decision Before the Click insight, covering why AI-assisted shopping moves the buying decision upstream of the website.