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idorozin 15 hours ago

My experience has been that raw “one-shot intelligence” hasn’t improved as dramatically in the last year, but the workflow around the models has improved massively.

When you combine models with:

tool use

planning loops

agents that break tasks into smaller pieces

persistent context / repos

the practical capability jump is huge.