Nice to see the Drivetrain Approach getting some love again! :D
Did a close read of @jeremyphoward et al's Drivetrain Approach
Define goal → Consider levers → Consider data → Implement assembly line
Most important is having actions that fulfill the objective
Predictions are more data, not actions
Key takeaways 🧵
Users praise the Drivetrain Approach as a strong framework for delivering real value with AI and note its fit for action-oriented agentic systems rather than just predictions.
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Published by @OReillyMedia here: https://www.oreilly.com/radar/drivetrain-approach-data-products/
Nice to see the Drivetrain Approach getting some love again! :D
@jeremyphoward I was so close to citing it in my "Habilitation" ... It's still is a great framework for providing real value with AI
@jeremyphoward 所以做 AI 产品时，不要只迷恋模型预测能力，要从业务目标倒推，设计一套能实际改变结果的行动系统
@jeremyphoward Makes sense, the agentic future demands action, not just more data for predictions. ⚡️
