{"id":257382,"date":"2026-05-28T00:44:00","date_gmt":"2026-05-28T04:44:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/05\/28\/compute-reality-of-artificial-intelligence-in-global-health-lmics\/"},"modified":"2026-05-28T00:55:09","modified_gmt":"2026-05-28T04:55:09","slug":"compute-reality-of-artificial-intelligence-in-global-health-lmics","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/05\/28\/compute-reality-of-artificial-intelligence-in-global-health-lmics\/","title":{"rendered":"Compute Reality of Artificial Intelligence in Global Health LMICs"},"content":{"rendered":"<p><a href=\"https:\/\/www.ictworks.org\/compute-reality-of-ai-in-global-health-lmics\/\">Compute Reality of Artificial Intelligence in Global Health LMICs<\/a><\/p>\n<p><a href=\"https:\/\/www.ictworks.org\/compute-reality-of-ai-in-global-health-lmics\/\">https:\/\/www.ictworks.org\/compute-reality-of-ai-in-global-health-lmics\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-28 00:44:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.ictworks.org\">www.ictworks.org<\/a><\/p>\n<p>We have spent two years debating whether AI belongs in low- and middle-income country (LMIC) healthcare. That debate is over. AI is already running, whether we sanctioned it or not.<\/p>\n<ul>\n<li aria-level=\"1\">Health workers paste patient symptoms into ChatGPT.<\/li>\n<li aria-level=\"1\">WhatsApp chatbots triage pregnancy questions.<\/li>\n<li aria-level=\"1\">Predictive models forecast outbreaks.<\/li>\n<\/ul>\n<p>The real question is whether we\u2019re paying attention to the parts of this stack that will determine whether AI helps or harms the people we serve.<\/p>\n<p>Most of us live in the messy middle. We see the radiologist shortages and want the diagnostic gain. We see data extraction and want sovereignty protections. Pretending those goals are easy to reconcile, or that one cancels the other, is how the sector keeps producing strategies that age badly.<\/p>\n<p>I moderated a Global Digital Health Network webinar recently on AI ethics in LMIC healthcare with Hannah Cooper Klein. She opened with a thesis that should have ended one conversation and started a different one.<\/p>\n<p>Malawi has roughly one radiologist per 8.8 million people. In a country that is under-resourced, refusing to use AI for image interpretation is not the cautious ethical position. It is the negligent one, and the point keeps getting clearer.<\/p>\n<p>But Hannah did not stop there, and this is where most of our sector\u2019s AI discourse falls apart.<\/p>\n<p>Even if we designed the perfect AI radiology tool for Malawi tomorrow, Malawi cannot run it. The country does not have the compute capacity. Neither do most of its neighbors. While we publish another framework on responsible AI, the physical infrastructure that would let any of those frameworks matter is being built somewhere else, for someone else.<\/p>\n<h2>AI is not just a model<\/h2>\n<p>Hannah made it clear that AI is not just a model. AI is compute, cloud, chips, data centers, energy, procurement power, cybersecurity, and governance. Most of our sector\u2019s discourse engages with the model layer because that is what gets demoed at conferences.<\/p>\n<p>The seven other layers determine whether&#8230;<\/p>\n<p><a href=\"https:\/\/www.ictworks.org\/compute-reality-of-ai-in-global-health-lmics\/\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Compute Reality of Artificial Intelligence in Global Health LMICs https:\/\/www.ictworks.org\/compute-reality-of-ai-in-global-health-lmics\/ Publish Date: 2026-05-28 00:44:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":257384,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/i0.wp.com\/www.ictworks.org\/wp-content\/uploads\/2019\/05\/digital-health-computer.png?fit=640%2C400&ssl=1","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-257382","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/257382"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=257382"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/257382\/revisions"}],"predecessor-version":[{"id":257386,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/257382\/revisions\/257386"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/257384"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=257382"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=257382"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=257382"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}