this post was submitted on 12 Aug 2024
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Technology
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Professional sociologists, academics, and literal computer scientists who study AI: Hey we have a huge bias problem, and we haven't really solved that yet. There will be huge ramifications if people blindly use AI
Tech bros: Lol ship it
Tech for sure has a race/gender/class issue in America. On a global scale, I can't say much and I know that tech is global. I also know that Nigeria has a solid tech hub in Lagos. But also know that education in general in Nigeria is brutally competitive and very situationally based.
But to be honest, this has long since been an issue with technology. I know it was fluttered all over the net but people have long since known consumer cameras were made with a certain type of complexion in mind. But hilariously the first time I seen AI x racism talked was via Robin Thede (so a skit show) some odd years back. But capitalism gunna cap, and it's crazy that people can't just widen their test range if they're not going to at least offer a seat at the table.
Not sure if it's what you're talking about, but consumer cameras, and most graphics systems, have been using logarithmic encoding (gamma) to fit a larger dynamic range into a reduced data range... which has the effect of reducing de detail level of larger areas of an image, with the idea that the human eye would struggle to see them anyway. It didn't have anything to do with complexion, but with pushing technology to a minimally acceptable level on a limited budget. HDR cameras with linear encoding, are still quite expensive, way out of the consumer market range, and it doesn't seem like that's going to change too soon.