{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"AI News Today | Julian Goldie Podcast","title":"Le Chaton Fat Just Broke the Internet...","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/25cd4747\"></iframe>","width":"100%","height":180,"duration":598,"description":"Why AI Benchmarks are Fake (And How to Actually Test Models)\nA 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.\n00:00 - Intro: The Le Chatton Fat Joke\n01:08 - Why AI Benchmarks Can Lie\n02:42 - The Problem with Self-Reported Tests\n04:18 - Real Work is the Only Benchmark\n05:20 - How to Avoid AI Overwhelm\n06:34 - The New Way to Evaluate AI\n07:31 - 3 Key Takeaways for AI Testing\n08:45 - Testing AI Systems Yourself","thumbnail_url":"https://img.transistorcdn.com/Tp0JSUlyiAe2ran44b13cjk4ImQYS1QEMKCAa9Q7go0/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9lNTYz/NGQxMTU2ZTM1MzU5/MDNiYjcwZjJmYTY5/ODJmOS5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}