On Monday, hackers published 281 gigabytes of internal Alternative for Germany (AfD) emails — 421,179 messages in total — as AI-generated summaries, creating a searchable record of what the German far-right party says when it thinks nobody is listening. The content is precisely what the party's critics have alleged for years, now rendered undeniable in the party's own correspondence. The emails contain repeated use of racist slurs, antisemitic conspiracy theories about Jewish world domination, jokes about turning refugees into handbags and boots, and discussions about whether refugees should be shot at the border. A Christmas card bearing a swastika and "Heil Hitler" was circulated internally. An email thread was signed off with "Heil und Sieg." This is not cherry-picked rhetoric from fringe members — it is the texture of routine party communication across hundreds of thousands of messages. The leak also surfaces alleged financial misconduct, though the full details sit behind the publishing platform's paywall. The combination of ideological extremism and financial irregularity is the classic profile of a party that has built its public brand on respectability while operating internally on different principles entirely. The gap between the two is now documented at a scale that resists dismissal as isolated incidents. The timing matters. The leak arrives weeks after AfD's performance in the Berlin elections, during a period when German media was already saturated with claims and counterclaims about the party's antisemitism. What had been a he-said-she-said media dynamic now has a 281 GB evidence base. The AI summarization is a deliberate design choice — it makes the archive navigable to journalists, researchers, and the public without requiring anyone to wade through a quarter-million raw emails. The use of AI summarization to process a hack of this scale is itself a signal of how the information warfare landscape has shifted. Previous political leaks (DNC 2016, Macron 2017) required armies of journalists to manually sift material. Here, the hackers delivered the analysis alongside the data, collapsing the time between leak and public comprehension. This is the new template: breach, summarize, publish — all in one move. For Germany's democratic institutions, the leak creates a stress test. The AfD is a legally operating political party with elected representatives. The material, if verified, confirms the party's internal culture is far more extreme than its public positioning. But democratic systems are poorly equipped to act on hacked internal communications, even when those communications document views that sit at the edge of legality under German law prohibiting Nazi symbols and Holocaust denial. The core question is not whether the emails are real — the scale and specificity make fabrication implausible — but what institutional consequences follow. German prosecutors, intelligence services (the BfV already classifies portions of the AfD as extremist), and voters now have a primary-source archive. Whether that changes anything depends on whether the political system treats documented extremism differently from alleged extremism. History suggests the answer is: not as much as you'd hope.