AI News Today | Julian Goldie Podcast

Le Chaton Fat Just Broke the Internet...

9 min · 16. kesä 2026
jakson Le Chaton Fat Just Broke the Internet... kansikuva

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Why AI Benchmarks are Fake (And How to Actually Test Models) A fake French AI model recently went viral for beating the industry's top benchmarks, proving how easy it is to manipulate performance data. This video explains why you should stop chasing hype-filled charts and start evaluating AI based on your own real-world business workflows. 00:00 - Intro: The Le Chatton Fat Joke 01:08 - Why AI Benchmarks Can Lie 02:42 - The Problem with Self-Reported Tests 04:18 - Real Work is the Only Benchmark 05:20 - How to Avoid AI Overwhelm 06:34 - The New Way to Evaluate AI 07:31 - 3 Key Takeaways for AI Testing 08:45 - Testing AI Systems Yourself

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jakson Agent OS: GPT 5.6 + VPS + FREE Apis! kansikuva

Agent OS: GPT 5.6 + VPS + FREE Apis!

AI Profit Boardroom Q&A: Agent OS Sync Across Macs, ChatGPT Work, AI Avatars, Omniroute & Omi on WindowsThe host answers recent AI Profit Boardroom questions, including how to sync an Agent Operating System across five Macs by using Google Workspace/Drive with a shared API access token or running all Agent OS instances on a VPS and saving files locally (with tutorials using Cloudflare and Hostinger). He explains the latest ChatGPT app where Codex is rebranded to ChatGPT Work, combining chat and project-building features and supporting tasks like building apps, websites, videos, integrations, and scheduled tasks. He covers tools and training for creating AI avatar videos for training courses, citing high Twitter impressions and community examples. He advises how to use the free Omniroute/Omniroot coding API with various agents and troubleshoot “fetch failed,” and shares an Omi alternative for Windows that can sync with Obsidian via plugins.

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