Skip to content
AI News HubLIVE
More
Source content · Analysis pending1 min read

Quoting Ben Affleck

Summary

I've always been kind of into computers since I was young. And then when film started to move from analog film to digital, I became more interested in that aspect of it. And the visual effects workflow for many years has included machine learning. So I can write like pretty shitty Python scripts and stuff like that because with convolutional neural networks, which were the sort of precursors to what the transformer can do, which is just much more computation simultaneously, you would do things like look at what's called a tensor, which is just the numerical translation of a visual image in numbers — like the batch number, the frame number, the red, green, and blue values of each pixel in each frame. And a tensor, you use a convolutional neural network to identify patterns in that that wou…

Quoting Ben Affleck
Report an error

The correction channel is not available yet. You can copy the article reference below for later.

Correction instructions
Read article

A quote from Ben Affleck

Simon Willison’s Weblog

Subscribe

7th October 2026

I've always been kind of into computers since I was young. And then when film started to move from analog film to digital, I became more interested in that aspect of it. And the visual effects workflow for many years has included machine learning.

So I can write like pretty shitty Python scripts and stuff like that because with convolutional neural networks, which were the sort of precursors to what the transformer can do, which is just much more computation simultaneously, you would do things like look at what's called a tensor, which is just the numerical translation of a visual image in numbers — like the batch number, the frame number, the red, green, and blue values of each pixel in each frame.

And a tensor, you use a convolutional neural network to identify patterns in that that would reveal what's called edge detection or feature extraction, which is just identifying patterns enough to know like this is where the window ledge is, so we can more easily take the green screen image out and replace it with something.

— Ben Affleck, Pythonista

Recent articles

Claude Haiku 5.5 - 7th October 2026

We're going to need default hard budget caps on pretty much everything - 3rd October 2026

OpenAI DevDay 2026 live blog - 29th September 2026

This is a quotation collected by Simon Willison, posted on 7th October 2026.

machine-learning 69

python 1,286

Disclosures

Colophon

©

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

2018

2019

2020

2021

2022

2023

2024

2025

2026

Key points and analysis

Article intelligence

EngineersIntermediate

Key points

  • AI generation is temporarily unavailable; this entry was preserved with deterministic fallback metadata.
  • I've always been kind of into computers since I was young. And then when film started to move from an…

Highlights and analysis are generated automatically and may contain errors. Check the original source.