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I use AI as an operational layer:
Cognitive infrastructure (externalized working memory, synthesis, critique)
Iteration acceleration
(faster draft → stress-test → refine loops)
Decision support (checking coherence, consistency, failure modes)
Throughput multiplier (more artifacts, higher quality, less time)
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