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Olesia Korobka's avatar

So I subscribed to a paid version, but don't see anything different with it. Thanks for the article of course, but it seems paid is the same with free.

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elvis's avatar

Hi Olesia. I will be releasing new, detailed articles like these for paid subscriptions. They won't be too frequent, but I am targeting at least 1-2 every month. More soon.

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Tristan Nolan's avatar

Great breakdown. In my structure, l argue for the Verification agent to be split into multiple subagents (I refer to these as Antagonists) and have seen a spike in quality, with only a small drag on cycle times per task.

The shift from shallow to deep agents represents a real opportunity in terms of quality of output and the future of AI utility. Thanks for sharing your thoughts on this!

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Suhrab Khan's avatar

Fascinating breakdown! The shift from shallow to deep agents feels like the true inflection point in AI evolution. Structured planning, orchestrator-subagent models, and verification pipelines are what will separate toy demos from truly autonomous systems.

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