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  • Amazon scraps secret AI recruiting tool that showed bias against women

    Amazon trashed its automated resume-reviewing software after the company discovered that the software had taught itself to discriminate against women applicants. The situation shows the limits of machine learning in human resources.

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  • This crowdsourced map helps people find the kind of bathroom they need

    Road trips are hard for people who have special needs when it comes to using the restroom, whether that be for health or gender or other reasons. Inspired to make a change after having a daughter with a specific type of illness, Christina Ingoglia, who has a GIS background, created a crowdsourced “Restroom Map” where users can note inclusive restrooms to better improve the travel experience for many, with up to 260 spots plotted so far.

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  • Kenya's Government Is Evicting Indigenous People. Tech Helps Them Fight Back.

    Kenya's indigenous communities are fighting the government's attempts to seize the land they live on using an app called This is My Backyard, or TIMBY. The app helps users to securely encrypt videos and pictures that can then be used for legal and publicity purposes, allowing community members to gather evidence and hold leaders accountable.

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  • Can Zoning Actually Save Manufacturing Space in San Francisco? Audio icon

    Kate Sofis created SFMade in San Francisco to find creative ways to support local manufacturing. The organization has helped push the local government to create more inclusionary industrial zoning, which incentivizes developers to build manufacturing space along with traditional office space. Funded by grants and a New Markets Tax Credit, SFMade has opened 150 Hooper, a manufacturing hub. Its challenge now is how to maintain a sustainable funding source in the pricey city.

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  • "Integrity Idol"

    With support from Accountability Lab and Transparency International, seven countries have held “Integrity Idol” contests to recognize their most honest and helpful public servants. Winners have become people others want to emulate. The contests help fight corruption and inspire civic participation.

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  • Underneath This 'Pop-Up Forest' Is an Abandoned Highway

    When the Innerbelt, a freeway in Ohio, was discontinued, a designer named Hunter Frank threw a party to liven up the space. From there, he pushed to transform it to a permanent greenspace. “There’s value in simply letting people use a space and allowing their behavior to inform a more permanent plan,” reporter Alan Greenblatt writes. While local governments often focus on planning and details, the success of the “Innerbelt National Forest” can be attributed to experimentation: kids playing alongside live music and trees may be what allows the “forest” to stay.

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  • Fight for Cleaner Air in the Bronx

    The New York-based organization, Sustainable South Bronx, is working to reverse the public health effects, namely asthma, that poor air quality has caused. The initiative works to educate residents about the environmental hazards they face while also working to reverse those hazards with projects like reflective roof coatings. With pollution disproportionately affecting low-income communities, the city too is taking steps toward reducing emissions in these areas.

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  • This startup lets villagers create mini power grids for their neighbors

    Solshare, a fast-growing startup in Bangladesh, created a system in which “neighbors can sell extra electricity to each other.” The number of home solar panels has been increasing since a 2014 government program put solar power as a priority on its agenda. Even though more and more people have power, up to 30% is estimated to be wasted. Solshare created a microgrid in which cabling connects people who want to buy and sell power.

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  • How Indonesia is using data to protect its oceans

    Indonesia's fisheries are responsible for a significant portion of the country's gross domestic product and job market. The industry is also one of the most threatened outlets due to a history of abuses including illegal fishing by foreign vessels. Although still a problem plaguing the county, the combination of policy, open data and technology has shown significant success in bringing the fishing economy back to life.

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  • Forget autonomous cars — rural Japan is betting on self-driving buses

    Japan is taking major steps to putting autonomous buses on the roads in rural areas because there is a need for reliable transportation and not enough funding as more young people move to the cities. It has the potential to save labor costs and provide more reliable transportation options while delivering necessary data to companies looking to expand driverless technology. However, this also requires more detailed mapping, which is often not available for smaller and more rural roads.

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