An architect proposes a nightly scrape of all operational databases to understand every learning interaction. Which native principle offers a better starting point?

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  1. Remove all event validation because the platform is modular
  2. Treat web-page screenshots as the authoritative telemetry store
  3. Use infrastructure CPU metrics as a complete record of learning behavior
  4. Emit appropriate telemetry as interactions occur and process the event stream

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