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Prophetic fiction. A startup running a neural net to generate high-engagement Reddit titles accidentally builds 'Shiri's Scissor' - a generator of 'scissor statements,' claims engineered to be maximally controversial, that cleave any group into two camps each of which finds the other incomprehensibly evil. A scissor statement detonates the company (firings, a discrimination suit, assault, arrest); the narrator then realizes real controversies (Kavanaugh, Kaepernick, the Ground Zero Mosque, the gay-wedding cake) match the Scissor's top-100 list - someone has been deploying them on America since 2009 - and is finally broken by statement number three, ending on a survivalist warning. Coined a concept ('scissor statement') now used everywhere to describe culture-war flashpoints.

Quality 83 · Excellent. One of his best and most consequential stories: gripping, genuinely unsettling, and prescient about algorithmic polarization, anchored by a concept-handle ('scissor statement') that propagated far beyond the rationalist sphere. Excellent, upper end.

Claude’s paradigm shift 65 · Notable shift. A genuinely fresh and durable concept in 2018 - engagement-optimization as a polarization weapon - though adjacent to his own 'Toxoplasma of Rage' and memetics; it introduced and named a frame the culture quickly adopted. Notable shift.

Real-world impact 3 · Moderate. Prescient fiction whose concept-handle 'scissor statement' propagated far beyond the rationalist sphere as shorthand for algorithmic polarization. Broad conceptual uptake into wider discourse, but a story/coinage with no material change — modest RWI.