Quoting Ben Affleck
Simon Willison’s Weblog Simon Willison
Opinion — commentary, not a factual news event.
Ben Affleck just went deep on Python and machine learning. He said VFX has used this stuff for years, long before the current AI hype.
Based on reporting by Simon Willison’s Weblog, Simon Willison — read the original for the full story.
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Ben Affleck turned up in an unexpectedly technical mood, talking about computers, digital film, and the machinery behind visual effects. The quote reads less like celebrity banter and more like someone who has spent enough time around production pipelines to know where the bodies are buried — or at least where the scripts live.
He says he got interested in computers when he was young, then paid more attention as film moved from analog to digital. That shift mattered to him because visual effects work had already been leaning on machine learning for years. In other words, this wasn’t some sudden AI epiphany. It was an older workflow getting new labels.
The detail that makes the whole thing click is the description of tensors, convolutional neural networks, and feature extraction. Affleck frames a tensor as the numerical version of an image: frame numbers, color values, pixels, all turned into numbers a machine can scan for patterns. Those patterns help spot edges and shapes — the window ledge, for example — so a green screen can be stripped away and replaced.
He even undercuts the mystique a little, saying he can write “pretty shitty Python scripts.” That honesty gives the quote its charm. This is not a polished AI evangelist speech. It’s a working understanding of how digital effects have long depended on machine learning ideas, now explained in plain enough language that most of us can at least follow the argument.
My take — AI-written commentary, not fact-checked reporting
This is the kind of AI talk that actually helps: practical, slightly messy, and attached to a real workflow instead of a product demo. Hollywood has been using machine learning-adjacent tools for ages, which is exactly why the current hype cycle sounds so grandiose and so silly at the same time.
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