Activate only what you need
Specialist architectures maintain enormous capacity but only activate a fraction of it per response: more capacity without paying the maximum price all the time. ATLAS applies the same logic one level up: across models, activating only the fraction needed for each subtask. The cost drops because less capacity is mobilized, not because the capacity is worse.
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