The dilemma that all evidence is interpreted through pre-existing frameworks (theories, biases, cultural narratives). There is no such thing as a "brute fact." A piece of data only becomes evidence for or against something within a specific story about how the world works. Changing someone's mind therefore requires not just new facts, but a change in their entire interpretive framework—a much harder task.
Example: Presenting vaccine efficacy data to an anti-vaxxer. The numbers are dismissed as fabricated by Big Pharma. The Hard Problem of Evidence is that the evidence is not seen as neutral. It is processed through a framework where institutional authority is inherently distrusted. New evidence strengthens the framework ("See, they're pushing harder!"), rather than challenging it. The battle is over frameworks, not facts.
by Dumuabzu February 8, 2026
Get the Hard Problem of Evidence mug.A fallacy that demands a perfect solution as a precondition for acknowledging a problem. "If you can't solve it perfectly, you can't complain about it." The fallacy sets an impossible standard—any proposed solution can be criticized as insufficient, impractical, or having unintended consequences—and uses that impossibility to dismiss the problem itself. It's the logic of "socialism has failed wherever it's been tried" (ignoring that capitalism has also failed), of "we can't just defund the police without a plan" (as if the current system had a plan). The Fallacy of Problem-Solving is beloved of those who benefit from the status quo, who can always find reasons not to change. The cure is recognizing that problems can be acknowledged without solutions being ready, and that imperfect action is better than perfect inaction.
Example: "He agreed that the healthcare system was broken, but the Fallacy of Problem-Solving meant he never had to support any fix. Single-payer? Too expensive. Public option? Too complicated. Private insurance reform? Too weak. No solution was perfect, so no solution was acceptable. The problem continued, unsolved, unaddressed—which was exactly what the fallacy was designed to achieve."
by Dumu The Void February 20, 2026
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