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Pretty sure the secret sauce is in the summarised thinking. Maybe better though process… But I have a feeling it’s server side tools and a scratch space to prepare the reply.

Sometimes the summarised thoughts include stuff that makes no sense unless it’s got a workspace on the server. Stuff like “I am now writing x to file y”.



Not championing it, but this is where something like OpenClaw comes into play, right? The harness around the model, the ability to call tools, etc.


No, that would not make any difference in terms of what being described here




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