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Captcha Is Asking Users to Identify Objects That Don't Exist

vice.com

The issue with hCaptcha’s strange AI generated prompts highlights two issues with machine learning systems. The first is that the AI systems require an enormous amount of human input to not be terrible. Typically image labeling is outsourced to foreign workers who do it for pennies on the dollar. The other is the issue of data drift. The longer these machine learning systems run, the more input they require. Inevitably, they begin to use data they’ve generated to train themselves. Systems that train on themselves long enough become AI Hapsburgs, churning out requests to identify incomprehensible objects like “Yokos.”

Noise Is All around Us—and It's Affecting You More than You Think

thewalrus.ca

Sound aesthetic is important for another reason besides our pleasure. It might lead to a more ethical relationship with our environment and the people around us. Jordan says, once we deal with harmful, excessive noise that causes physical and psychological damage, we might want to reconsider how we deal with the soundscapes we live and work in. He thinks it would make us better citizens and better humans.

Titanic: First ever full-sized scans reveal wreck as never seen before

bbc.com

How to feel less lonely as you get older

psyche.co

Ongoing loneliness, which can be accompanied by sadness, boredom or a sense of emptiness, can interfere with daily life. At times, loneliness may dampen the motivation to engage in day-to-day activities and even contribute to a withdrawal from others…

…Learning ways to cope with loneliness, then, might help with managing stress and maintaining overall wellness.

David Popa

davidpopaart.com

A Brief Compendium of Vintage Opium Underworlds

messynessychic.com

Big Tech's big downgrade

businessinsider.com

In Silicon Valley, the user’s experience has become subordinate to the company’s stock price. Google, Amazon, Meta, and other tech companies have monetized confusion, constantly testing how much they can interfere with and manipulate users. And instead of trying to meaningfully innovate and improve the useful services they provide, these companies have instead chased short-term fads or attempted to totally overhaul their businesses in a desperate attempt to win the favor of Wall Street investors.

It's Not the Bike Lane’s Fault You’re a Bad Driver

jalopnik.com

I’m sorry to break it to anyone who has trouble keeping their car out of a bike lane (or off a concrete barrier), but it’s not the bike lane’s fault you’re a shitty driver. If you hit something stationary, that’s your fault. Pay attention to the fucking road while you’re driving. It’s not too much to ask when other people’s lives are literally at stake.