Showing posts with label crowdsourcing. Show all posts
Showing posts with label crowdsourcing. Show all posts

Tuesday, March 31, 2026

When Will Japan’s Cherry Blossoms Bloom? A.I. Can Help Answer That; The New York Times, March 31, 2026

Javier C. HernándezKiuko Notoya and 

, The New York Times; When Will Japan’s Cherry Blossoms Bloom? A.I. Can Help Answer That

Experts use artificial intelligence to analyze data, plus thousands of crowdsourced photos, to forecast the prized flowers, which are a multibillion-dollar attraction.

"For Hiroki Ito, a data scientist and meteorologist who specializes in the high-stakes art of predicting the exact date that the trees will bloom, it has always been a time of stress. Japan’s prized cherry blossoms generate an estimated more than $9 billion in tourism and other revenue each year. Airlines, hotels and restaurants depend on the forecasts — not to mention the 123 million Japanese who want to know when to head to parks and gardens for peak bloom...

Now, Mr. Ito and other experts are turning to a tool they hope might reduce some of the burden of forecasting: artificial intelligence. They are using A.I. systems to analyze decades of temperature data, and to deliver maps and “bloom meters” for trees in more than 1,000 spots, which blossom at different times.

This year, forecasters are crowdsourcing photos from the public and feeding them into A.I.-powered databases that can track the growth of buds, which form in the summer, stay dormant through the winter, and take anywhere from two to four weeks to blossom after turning green in the spring.

In the past, experts relied on computer analysis of weather patterns and observations of trees to predict the arrival of the “blossom front,” or the flowering of the trees — with varying success. In 2007, forecasters with the official Japan Meteorological Agency were forced to deliver a televised apology after a computer glitch caused the agency to get the forecast wrong by up to nine days in some places.

A.I. systems have brought more efficiency and precision to the process, scientists say, allowing the first predictions to come out a few weeks earlier, in December — three months before the start of the main cherry blossom season."

Thursday, October 31, 2024

Elon Musk says X users fight falsehoods. The falsehoods are winning.; The Washington Post, October 30, 2024

, The Washington Post; Elon Musk says X users fight falsehoods. The falsehoods are winning.

"When Elon Musk acquired Twitter in 2022, he laid off swaths of workers tasked with moderating the platform and embraced an experimental approach: asking users to fact-check one another.

Musk has touted the crowdsourcing program, called Community Notes, as “the best source of truth on the internet.” But the majority of accurate fact checks proposed by users on political posts are never shown to the public, according to research from the nonprofit Center for Countering Digital Hate (CCDH) and a separate data analysis by The Washington Post — suggesting that the feature is failing to provide a meaningful check on misinformation."

Sunday, October 27, 2019

Google Maps Just Introduced a Controversial New Feature That Drivers Will Probably Love but Police Will Utterly Hate; Inc., October 20, 2019

Bill Murphy Jr., Inc.; Google Maps Just Introduced a Controversial New Feature That Drivers Will Probably Love but Police Will Utterly Hate

"This week, however, Google announced the next best thing: Starting immediately, drivers will be able to report hazards, slowdowns, and speed traps right on Google Maps...

But one group that will likely not be happy is the police. In recent years, police have asked -- or even demanded -- that Waze drop the police-locating feature."

Wednesday, November 30, 2016

How to solve Facebook's fake news problem: experts pitch their ideas; Guardian, 11/29/16

Nicky Woolf, Guardian; How to solve Facebook's fake news problem: experts pitch their ideas:
"...[A] growing cadre of technologists, academics and media experts are now beginning the quixotic process of trying to think up solutions to the problem, starting with a rambling 100+ page open Google document set up by Upworthy founder Eli Pariser...
“The biggest challenge is who wants to be the arbiter of truth and what truth is,” said Claire Wardle, research director for the Tow Center for Digital Journalism at Columbia University. “The way that people receive information now is increasingly via social networks, so any solution that anybody comes up with, the social networks have to be on board.”...
Most of the solutions fall into three general categories: the hiring of human editors; crowdsourcing, and technological or algorithmic solutions."