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Against a general-purpose chat

A good general-purpose model writes a decent script. It does not know who you are, it never abstains, and it leaves you alone to decide what is true.

Saywell

A bounded theater, seven experts, a persona, a pipeline per format.

  • Seven distinct experts: persona, ideas, retention, packaging, spoken script, funnel, critique.
  • Each has an abstention rule: without retrieved evidence, it stays silent instead of inventing.
  • The Funnel expert emits no call to action until your offer is locked.
  • The persona is built from your channel and your posts, and confirmed field by field.
  • No free-form input on the pipeline screen: the steps are the format's steps.
  • Review A rereads the script, and YouTube observed retention attaches to the beats of the plan.
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A general-purpose chat

A free-form thread, a single model, no memory of your offer.

  • One model plays every role, with no boundary between them.
  • It asserts even without a source: you have to check every number.
  • It writes a call to action as soon as you ask, locked offer or not.
  • Context is retyped on every conversation, or it is lost.
  • The result depends on how skilled you are at wording the request.
  • Nothing ties the written script to what happened after publication.