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Google just dropped TimesFM-3 — an AI that forecasts what's coming next using data you already have. Here's how it actually works, how it beats the old model, and the licensing catch nobody's talking about.
00:00 Intro – Google's "future-predicting" AI, explained
00:30 What It Really Does – forecasting trends, not events
01:03 TimesFM-3 Basics – trained on 1T+ data points
01:27 Big Upgrade – multivariate forecasting explained
02:07 Future Facts – using known info to boost accuracy
02:41 Real Example – 20% demand jump from planned promos
04:00 Zero-Shot Forecasting – no training required
04:32 Faster Predictions – one-shot vs step-by-step
04:45 Confidence Ranges – low/mid/high estimates, not one number
05:09 Benchmark Results – how it ranks vs other models
05:35 Key Limitation – can't predict random shocks
05:58 The Catch – non-commercial license only
06:36 What's Next – where this tech is headed
06:55 Final Thought – how this changes decision-making
Video notes + links to the tools 👉 https://www.skool.com/ai-profit-lab-7462/about
Get a FREE AI Course + Community + 1,000 AI Agents 👉 https://www.skool.com/ai-seo-with-julian-goldie-1553/about
Get a FREE AI SEO Strategy Session: https://go.juliangoldie.com/strategy-session?utm=julian
Google just dropped TimesFM-3 — an AI that forecasts what's coming next using data you already have. Here's how it actually works, how it beats the old model, and the licensing catch nobody's talking about.
00:00 Intro – Google's "future-predicting" AI, explained
00:30 What It Really Does – forecasting trends, not events
01:03 TimesFM-3 Basics – trained on 1T+ data points
01:27 Big Upgrade – multivariate forecasting explained
02:07 Future Facts – using known info to boost accuracy
02:41 Real Example – 20% demand jump from planned promos
04:00 Zero-Shot Forecasting – no training required
04:32 Faster Predictions – one-shot vs step-by-step
04:45 Confidence Ranges – low/mid/high estimates, not one number
05:09 Benchmark Results – how it ranks vs other models
05:35 Key Limitation – can't predict random shocks
05:58 The Catch – non-commercial license only
06:36 What's Next – where this tech is headed
06:55 Final Thought – how this changes decision-making
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