How AI is helping map the world’s most vulnerable places

In December 2013, a boy was playing in the hollow of a tree near his home in Meliandou, a remote village in the West African country of Guinea. The tree was home to a colony of bats that carried a virus – Ebola. Over the next two-and-a-half years, more than 28,600 cases of Ebola were reported, with 11,325 of those fatal.

Rapid-onset cases such as this put vulnerable communities at risk because aid agencies and authorities don't have the data they require. Not being able to find villages and settlements; not knowing where roads lead; and not being able to say with certainty where people may have encountered infected individuals hampered aid efforts. Although there are very few completely unmapped parts of the world, not all places have been mapped in the same level of detail. The need for accurate data is what drives the work of the Humanitarian OpenStreetMap Team, a Microsoft AI for Humanitarian Action program grantee.

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Brazil's governors take on Bolsonaro: We've previously written about the tensions between local and national governments over coronavirus response, but few places have had it as bad as Brazil. As COVID-19 infections surged in Brazil, the country's governors quickly mobilized – often with scarce resources – to enforce citywide lockdowns. Brazil's gangs have even risen to the occasion, enforcing strict curfews to limit the virus' spread in Rio de Janeiro. But Brazil's president, Jair Bolsonaro, has mocked the seriousness of the disease and urged states to loosen quarantines in order to get the economy up and running again. "Put the people to work," he said this week, "Preserve the elderly; preserve those who have health problems. But nothing more than that." In response, governors around the country – including some of his allies – issued a joint letter to the president, begging him to listen to health experts and help states contain the virus. The governor of Sao Paulo, Brazil's economic powerhouse, has even threatened to sue the federal government if Bolsonaro continues to undermine his efforts to combat the virus' spread.

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Governments of the developed world are finally responding with due sense of urgency, individually in 3 different ways.

1st, stand health care systems up so they won't get overwhelmed (late responses). The private & public sector together, building additional ICU beds, supply capacity and production of medical equipment and surge medical personnel in the US, Canada, across Europe & the UK. Unclear if we avoid a Northern Italy scenario. A couple days ago, Dr. Fauci from the NIH said he was hopeful. Epidemiologists and critical care doctors don't feel comfortable. Not in New York, Chicago, LA, Boston, Philadelphia, New Orleans. In Europe, particularly London, Madrid, Catalonia, Barcelona, might be significantly short.

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The major outbreaks of coronavirus in China, Europe, and the United States have garnered the most Western media attention in recent weeks. Yesterday, we went behind the headlines to see how Mexico and Russia are faring. Today, we'll look at three other potential hotspots where authorities and citizens are now contending with the worst global pandemic in a century.

Start with India. For weeks, coronavirus questions hovered above that other country with a billion-plus people, a famously chaotic democracy where the central government can't simply order a Chinese-scale public lockdown with confidence that it will be respected. It's a country where 90 percent of people work off the books— without a minimum wage, a pension, a strong national healthcare system, or a way to work from home.

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In the end, it took the coronavirus to break the year-long deadlock in Israeli politics. Prime Minister Benjamin "Bibi" Netanyahu will still face corruption charges, but he has yet another new lease on political life, as he and political rival Benny Gantz cut a deal yesterday: Bibi will continue as prime minister, with Gantz serving as Speaker of the Knesset, Israel's parliament. After 18 months, Gantz will take over as prime minister, but many doubt that will ever happen.

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