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When Your Multi-Agent System Fails, Don’t Blame the Router
As a product manager, I frequently run into problems that require a specific application of different product management strategies, whether it’s to enable a conversation with a stakeholder, drive a decision, or figure out what the next steps should be. I’ve always found myself reaching for some framework or structured approach, and at some point…
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When Frameworks Help and When They Don’t: Building a Real Product with CIRCLES
The first part of this post is directly copied from Product School to recap the CIRCLES framework. If you already know the framework, feel free to skip to the section where I run through an example for this. The Seven Stages of CIRCLES The CIRCLES Method is a powerful product design framework and checklist that…
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Why I am Okay With LLMs Not Thinking Like Us!
I was reading Andrej Karpathy’s recent post, and it made me think about something I have noticed while using them. He laid out this evolution that’s happened over just a few years: back in 2020, it was all about pre-training on massive datasets and then fine-tuning. By 2022, we’d moved to reinforcement learning from human…