{"id":745677,"date":"2026-09-01T04:45:26","date_gmt":"2026-09-01T01:45:26","guid":{"rendered":"https:\/\/buradabiliyorum.com\/en\/the-hardest-problem-in-physical-ai-may-be-the-magnet-not-the-model\/"},"modified":"2026-09-01T04:45:26","modified_gmt":"2026-09-01T01:45:26","slug":"the-hardest-problem-in-physical-ai-may-be-the-magnet-not-the-model","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/the-hardest-problem-in-physical-ai-may-be-the-magnet-not-the-model\/","title":{"rendered":"The hardest problem in physical AI may be the magnet, not the model"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/media.thenextweb.com\/2026\/08\/ai-weaken-human-capability-cognitive-debt2.avif\" \/><\/p>\n<div id=\"article-main-content\">\n<p>Actuators account for 40% to 60% of a humanoid robot\u2019s bill of materials and China refines roughly 90% of the rare earth magnets inside them, which makes the components rather than the models the limit on scale. Europe has a 2030 cap on single country supply under the Critical Raw Materials Act, and one company, Schaeffler, building the actuators at volume.<\/p>\n<p>The hardest problem in physical AI is not the AI. Actuators are in short supply from a small pool of qualified manufacturers, and new capacity takes years, not quarters, <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.unite.ai\/physical-ai-hardware-manufacturing-supply-chain-scaling\/\" target=\"_blank\" rel=\"nofollow noopener\">Nate Evans wrote<\/a> in Unite.ai.<\/p>\n<p>The argument arrives with an interest attached. Evans cofounded Fictiv, a manufacturing sourcing platform the Japanese components supplier MISUMI bought for $350M, and now heads MISUMI AI.<\/p>\n<p>The column drops the point just as it gets useful. Actuators are 40% to 60% of a humanoid robot\u2019s bill of materials, <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.mckinsey.com\/industries\/industrials\/our-insights\/turning-humanoid-supply-chain-constraints-into-billion-dollar-wins\" target=\"_blank\" rel=\"nofollow noopener\">McKinsey found<\/a>, and the gearbox is 30% to 50% of the actuator.<\/p>\n<p>That gearbox is where the queue forms. Harmonic and strain wave drives come from a short list including Harmonic Drive and Nabtesco, and qualification cycles are long.<\/p>\n<p>Inside the motor sits the harder dependency. Every high torque joint needs a neodymium magnet, and China holds about 90% of the processing capacity for rare earth magnets.<\/p>\n<p>The mining figure is lower and less alarming. China accounts for roughly 69% of extraction, so refining rather than ore is what binds.<\/p>\n<p>Europe has written a law about exactly this. Light and heavy rare earths sit on the <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.consilium.europa.eu\/en\/infographics\/critical-raw-materials\/\" target=\"_blank\" rel=\"nofollow noopener\">strategic raw materials<\/a> list, with a 2030 target that no single third country supplies more than 65% of consumption.<\/p>\n<p>The Critical Raw Materials Act also reaches the robot itself. Articles 28 and 29 name industrial robots directly, and from 2028 magnets above 0.2kg need a label, a digital record and a recycled content figure.<\/p>\n<p>Europe\u2019s industrial answer is currently one company. Schaeffler invested in Humanoid, the London startup that raised $152M in July, and Bosch builds the robots.<\/p>\n<p>Schaeffler also sells the joints. It is preferred supplier for more than half of Humanoid\u2019s joint actuators under an agreement running to 2031, covering a seven-digit number of units.<\/p>\n<p>It is buying as well as supplying. Schaeffler will put a four-digit number of the robots into its own plants by 2032, starting at Herzogenaurach in December. TNW has argued Europe could win on deployment despite China holding 63% of the hardware chain.<\/p>\n<p>Which is where the column\u2019s remedy runs out. An actuator assembled in Herzogenaurach still contains a magnet refined in China, and no amount of supplier qualification changes that.<\/p>\n<p>The gap is a policy one rather than a purchasing one. Europe has a 65% cap dated 2030, a labelling regime dated 2028, and almost no refining capacity to meet either.<\/p>\n<\/p><\/div>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" target=\"_blank\" >Technology category.<\/a><\/span><\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/thenextweb.com\/news\/physical-ai-hardest-problem-magnet-not-model-crma-schaeffler\" target=\"_blank\" >Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Actuators account for 40% to 60% of a humanoid robot\u2019s bill of materials and China refines roughly 90% of the rare earth magnets inside them, which makes the components rather than the models the limit on scale. Europe has a 2030 cap on single country supply under the Critical Raw Materials Act, and one company,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-745677","post","type-post","status-publish","format-standard","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/745677","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=745677"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/745677\/revisions"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=745677"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=745677"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=745677"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}