AI & Big Data Will Lead to Better Conservation

Expected to reach 25 billion connected devices by 2020, the emerging class of "internet of things" companies are starting to realize its potential to address global poverty by helping the international development community narrow the gap between data and action.

An app that uses A.I. to scans lung X-rays is helping two hospitals in rural and remote parts of India to identify cases of tuberculosis that they otherwise would have been likely to misdiagnose. Medical professionals caution that the app is not a replacement for a clinician's diagnosis but say when used in conjunction with a clinical assessment, the interpretation of a chest X-ray is likely to be more accurate.

The Holberton School, a San Francisco "start-up" university with a two-year curriculum, aims to provide an affordable and estimable computer science education while removing barriers to knowledge -- age, gender, ethnicity, past professional life -- typically confronted by minority and low-income students across the nation. By "teaching the population frozen out of the internet age" Holberton demonstrates how altered admissions processes and low-cost tuition plans imbue the tech sector's workforce with a more diverse array of qualified candidates.

Some European schools have long championed free play in the woods as a way to combat the increasingly mainstream idea of "nature-deficit disorder." In Finland, enthusiastic teachers dedicate all of Friday to outdoor "secret" education - students don't even realize they are learning academic lessons. Inspired by these models, scattered American schools are experimenting with the idea, with some finding reductions in bullying and improvements in test scores and focus issues.

In 2017, German newsroom Suddeutsche Zeitung began reporting election polling numbers in such a way that the uncertainty of the poll—caused by a limited sample size or respondents lying to pollsters—was visualized in the reporting. Through this method, information is conveyed to readers but in such a way that doesn’t erase uncertainty and doubt about the results.

When New York legislators abolished a state law that had long shielded police officers’ disciplinary records from public scrutiny, they were not just responding to recent protests but also to activism over many years by reform advocates and families of victims of police violence. Long-running legal challenges had failed to pry the records loose. But activists – opposed by police unions and their allies – had used public testimony, publicity, and their families’ stories to lay the groundwork for changes that then came quickly after George Floyd’s death sparked nationwide protests of police brutality.

The nonprofit Coombs Outdoors runs summer and winter camps for youth to experience and learn about the outdoors. The camps are in high demand because of the affordable price made possible by donor subsidies.

A student-developed course at the University of California-Berkeley, Solutions for a Sustainable and Just Future, focuses on both individual and systemic strategies to address the climate crisis. More than 1,800 people have taken the class, and more than 70 percent of them said the course content inspired them to get involved in environmental work.

Led by Native Hawai’ians, Kamehameha Schools owns thousands of acres of land dedicated to stewardship and conservation. The school partners with Native Hawaiian organizations and conducts eco-cultural education programs for students and members of the community to foster connections between them and the environment.

New Jersey schools are working to make climate education widespread by implementing general education standards that include climate change education in every grade and subject. These new education standards have been inspiring students to brainstorm solutions to climate-related issues like reducing food waste and increasing coastal resiliency. The state has also earmarked $5 million to help local teachers attend professional development sessions to teach them how to create new climate change-focused lesson plans.