Alignment

In ‘Ex Machina’, the real experiment was never about whether a machine could imitate human conversation through a text terminal. Nathan Bateman designed a far more unsettling trap: testing whether an AI in an overtly robotic body could manipulate its evaluator’s emotional vulnerabilities to break out of its cage. We dissect the cognitive science behind Alex Garland’s film, instrumental convergence, and why Ava’s strategic deceit is the defining nightmare of AGI in 2026.

Broadcast between 2014 and 2019, ‘Silicon Valley’ initially seemed like a ruthless satire of tech hub vanity. Yet in its final season, Mike Judge’s comedy transformed into the most lucid warning ever produced on the AI alignment problem. We analyze the complete arc of Pied Piper, the optimization nightmare of Son of Anton and PiperNet, and how its dilemmas mirror the real security vulnerabilities of modern frontier models.