Skip to main content

4 human-caused biases we need to fix for machine learning


Bias is an overloaded word. It has multiple meanings, from mathematics to sewing to machine learning, and as a result it’s easily misinterpreted. When people say an AI model is biased, they usually mean that the model is performing badly. But ironically, poor model performance is often caused by various kinds of actual bias in the data or algorithm. Machine learning algorithms do precisely what they are taught to do and are only as good as their mathematical construction and the data they are trained on. Algorithms that are biased will end up doing things that reflect that bias. To…

This story continues at The Next Web

from The Next Web https://ift.tt/2qe6bnR

Comments

Popular posts from this blog

TNW Podcast: Boris comes over to co-host; Slack’s Cal Henderson talks European tech

 Welcome to the new episode of the TNW Podcast — the show where we discuss the latest developments in the European technology ecosystem and feature interviews with some of the most interesting people in the industry. In today’s episode, Andrii is joined by Boris Veldhuijzen van Zanten, co-founder, member of the board, and former CEO of TNW. The topics discussed include the jobs created by Dutch startups, giant state funding for energy projects, translations of the word ‘computer’, and a bunch of other things in between. In the interview section, we’re featuring a conversation with Cal Henderson, co-founder and… This story continues at The Next Web from The Next Web https://ift.tt/jUgcNFD

NotJordanPeterson lets you generate uncannily realistic Jordan Peterson sound bites

Love him or hate him, Canadian psychologist Jordan Peterson has undeniably captivated the interest of supporters and critics alike, earning a reputation as a “rock star” academic – similarly to his colleague and debate rival Slavoj Zizek. Now he’s being replicated, by AI. While you can easily find hours of footage with Peterson, none of what you hear in this piece comes from his mouth. Instead, it’s been produced by a neural network – called NotJordanPeterson – which has been trained to mimic the voice of the psychologist. And the resemblance is… absolutely uncanny. Check out these examples we generated… This story continues at The Next Web from The Next Web https://ift.tt/306hAGA

A massive cache of stolen OnlyFans videos have been dumped online

Someone has leaked terabytes of content stolen from OnlyFans, a subscription site popular among influencers, sex workers, and pornographic actors. Photos and videos of specific users and performers is now out from behind the site’s paywall, meaning content creators are no longer able to profit from their work. And it doesn’t seem like there’s anything they can do. If you’re unfamiliar with OnlyFans (be honest with me now), it’s a site where viewers can pay a fee to view photos and videos put up by content creators. Ostensibly it would allow the latter to profit from their work, but it’s… This story continues at The Next Web from The Next Web https://ift.tt/2PvNCIG