Judge AI by Outputs, not Mechanism

[![AI Understanding – Judge by outputs not internals](/images/ai-understanding-outputs.png)](/images/ai-understanding-outputs.png) This song captures extraordinarily well why arguments about AI understanding are completely misguided and empty. This is a 1950s soul version of “Many Men” by 50 Cent. …

November 21, 2025
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Massive data leak hits Italian railway operator Ferrovie dello Stato via Almaviva hack

Ferrovie dello Stato Italiane (FS) data leaked after a breach at IT provider Almaviva. A hacker claims the theft of 2.3 TB of sensitive data. Data belonging to Italy’s national railway operator Ferrovie dello Stato Italiane (FS) was leaked after a data breach at IT provider Almaviva. FS Italiane Group is Italy’s state-owned railway company, managing passenger […]

November 21, 2025
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