{"id":137509,"date":"2026-07-31T20:21:39","date_gmt":"2026-07-31T20:21:39","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/31\/this-hilarious-robot-collapse-reminds-me-that-robot-development-is-nowhere-near-where-it-needs-to-be-but-a-huge-breakthrough-from-deepmind-could-change-all-that\/"},"modified":"2026-07-31T20:22:47","modified_gmt":"2026-07-31T20:22:47","slug":"this-hilarious-robot-collapse-reminds-me-that-robot-development-is-nowhere-near-where-it-needs-to-be-but-a-huge-breakthrough-from-deepmind-could-change-all-that","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/31\/this-hilarious-robot-collapse-reminds-me-that-robot-development-is-nowhere-near-where-it-needs-to-be-but-a-huge-breakthrough-from-deepmind-could-change-all-that\/","title":{"rendered":"This hilarious robot collapse reminds me that robot development is nowhere near where it needs to be, but a huge breakthrough from DeepMind could change all that"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\" loading=\"lazy\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"article-body\">\n<p id=\"elk-852c6542-8d08-11f1-a88a-739019ce6d9b\">I watched two robotic movies on the reverse ends of the Cantril Scale. You recognize, the ladder that measures human happiness in steps however that I&#8217;m now making use of to humanoid accomplishment?<\/p>\n<p>On the backside step and dwelling its worst attainable synthetic life, now we have the Qualcomm robotic that, after delivering the brand new <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.qualcomm.com\/internet-of-things\/products\/iq10-series\" target=\"_blank\" data-url=\"https:\/\/www.qualcomm.com\/internet-of-things\/products\/iq10-series\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\">Dragonwing IQ10<\/a> robotics reference platform on a tray to a presenter, spectacularly collapsed lifelessly on the man&#8217;s ft. The robotic raised one hand as if in defeat, and seconds later, handlers rushed out to throw a sheet over its lifeless mechanical physique.<\/p>\n<figure id=\"elk-1v60izq\/robot_powered_by_qualcomms_new_ai_chip_dies\">\n<blockquote class=\"reddit-card\" data-mobile-row=\"1\" data-desktop-row=\"1\"><p><a href=\"https:\/\/www.reddit.com\/r\/singularity\/comments\/1v60izq\/robot_powered_by_qualcomms_new_ai_chip_dies\" data-url=\"https:\/\/www.reddit.com\/r\/singularity\/comments\/1v60izq\/robot_powered_by_qualcomms_new_ai_chip_dies\" target=\"_blank\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\">Robot powered by Qualcomm\u2019s new AI chip dies mid-presentation<\/a><figcaption><cite>\u00a0from\u00a0<a href=\"https:\/\/www.reddit.com\/r\/singularity\" data-url=\"https:\/\/www.reddit.com\/r\/singularity\" target=\"_blank\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\">r\/singularity<\/a><\/cite><\/figcaption><\/blockquote>\n<\/figure>\n<p><a id=\"elk-seasonal\"\/><\/p>\n<aside data-article-category=\"ai-platforms-assistants\" data-block-type=\"embed\" data-render-type=\"fte\" data-skip=\"dealsy\" data-widget-type=\"seasonal\" class=\"hawk-root\"\/>\n<p id=\"elk-21481af6-8d0a-11f1-9bd6-f7be6c5cd002-0\">On the prime of the ladder and filled with synthetic life satisfaction, now we have the <a data-analytics-id=\"inline-link\" href=\"https:\/\/apptronik.com\/\" target=\"_blank\" data-url=\"https:\/\/apptronik.com\/\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\">Apollo Robot from Apptronik<\/a>. It is working DeepMind&#8217;s <a data-analytics-id=\"inline-link\" href=\"https:\/\/deepmind.google\/models\/gemini-robotics\/\" target=\"_blank\" data-url=\"https:\/\/deepmind.google\/models\/gemini-robotics\/\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\">Gemini Robotics 2<\/a>, a brand new synthetic intelligence layer that lets it autonomously accomplish all kinds of human-like duties, which it demonstrates in a brand new <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.youtube.com\/watch?v=4lSQnrMC6nY\" target=\"_blank\" data-url=\"https:\/\/www.youtube.com\/watch?v=4lSQnrMC6nY\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\">DeepMind video<\/a>.<\/p>\n<div class=\"my-6 w-full overflow-hidden rounded-[10px] lg:my-8\" data-component-name=\"JwPlayer:Carousel\" data-jwp-carousel=\"\" data-jwp-carousel-payload=\"{&quot;ids&quot;:{&quot;playerID&quot;:&quot;APjl6osP&quot;,&quot;searchPlaylistID&quot;:&quot;1v6djO3j&quot;,&quot;divID&quot;:&quot;botr_1v6djO3j_APjl6osP_div&quot;,&quot;fallbackPlaylistID&quot;:&quot;KgQ4BrDw&quot;,&quot;fallbackDivID&quot;:&quot;botr_KgQ4BrDw_APjl6osP_div&quot;,&quot;key&quot;:&quot;ZuubZ0qo8PC91SeYBvrz9lq0zFhLM446gwRNTJacILQ18liS&quot;,&quot;tintLogo&quot;:true,&quot;useSearchPlaylist&quot;:false,&quot;enabled&quot;:true},&quot;signPostingEnabled&quot;:true,&quot;signPostingLinkEnabled&quot;:true,&quot;waitForAdLoad&quot;:false,&quot;hidePlayerOnDesktop&quot;:false,&quot;hidePlayerOnMobile&quot;:false,&quot;hidePlayerOnTablet&quot;:false}\">\n<div class=\"flex flex-nowrap items-center justify-between gap-3 bg-zinc-900 px-[14px] py-3\" data-jwp-carousel-header=\"\">\n<p><span class=\"inline-flex items-center gap-1.5 text-sm font-article-heading capitalize leading-5 text-white whitespace-nowrap\"><span class=\"jwp-carousel-title-mobile\"\/><span class=\"jwp-carousel-title-desktop\">Newest Movies From<\/span><span class=\"jwp-carousel-brand\">TechRadar<\/span><\/span><\/p>\n<\/div>\n<\/div>\n<p>Watching the 2 movies side-by-side, I used to be struck by each the leaps in humanoid robotics we&#8217;re making nearly each day because of new basis fashions and the flexibility to simulate robotic coaching at scale, and what number of humanoid robots stay wildly disappointing.<\/p>\n<p>As I advised somebody this week, I develop bored with all the businesses promising robots within the house doing our bidding (and presumably doing all of our jobs) this yr, <a data-analytics-id=\"inline-link\" href=\"https:\/\/www.techradar.com\/ai-platforms-assistants\/elon-musks-age-of-abundance-is-an-ai-pipe-dream-soaked-in-snake-oil-and-ive-about-had-it\" data-url=\"https:\/\/www.techradar.com\/ai-platforms-assistants\/elon-musks-age-of-abundance-is-an-ai-pipe-dream-soaked-in-snake-oil-and-ive-about-had-it\" data-hl-processed=\"none\" data-mrf-recirculation=\"inline-link\" data-before-rewrite-localise=\"https:\/\/www.techradar.com\/ai-platforms-assistants\/elon-musks-age-of-abundance-is-an-ai-pipe-dream-soaked-in-snake-oil-and-ive-about-had-it\">let alone within the next five years<\/a>. I have been overlaying robotics for 1 \/ 4 of a century; I get the know-how, I&#8217;ve watched the trajectory, and even with the newest speedy acceleration, the vast majority of humanoid robots fall into the Qualcomm and never the Apollo and DeepMind camp.<\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pt-2 pb-0 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 text-[length:var(--article-river-title--font-size,1em)] uppercase sm:text-[length:var(--article-river-title--font-size,0.875em)] font-bold&#10;        \"><br \/>\n            Chances are you&#8217;ll like<br \/>\n        <\/span><\/p>\n<\/aside>\n<p>It is not clear why the Qualcomm robotic collapsed. It might&#8217;ve been an onboard error, which might not be an effective way to promote Qualcomm&#8217;s newest robotics know-how, or perhaps it was merely the battery on the human-sized bot. Maybe somebody forgot to cost it up earlier than the presentation, and when the battery was spent, all these electrical servos protecting it upright and balanced gave out.<\/p>\n<p>It is not prefer it was some thrilling demonstration of the Qualcomm know-how within the seconds earlier than that, when the robotic very slowly and punctiliously walked out on stage wanting like somebody&#8217;s Sixties projection of future robotic capabilities.<\/p>\n<div id=\"slice-container-newsletterForm-articleInbodyContent-yK7cUJEMiqX92Z6PeUHghR\" class=\"slice-container newsletter-inbodyContent-slice newsletterForm-articleInbodyContent-yK7cUJEMiqX92Z6PeUHghR slice-container-newsletterForm\">\n<div data-hydrate=\"true\" class=\"newsletter-form__wrapper newsletter-form__wrapper--inbodyContent\">\n<div class=\"newsletter-form__container\">\n<section class=\"newsletter-form__top-bar\"\/>\n<section class=\"newsletter-form__main-section\">\n<p class=\"newsletter-form__strapline\">Join breaking information, critiques, opinion, prime tech offers, and extra.<\/p>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"youtube-video youtube-facade\" data-nosnippet=\"\" id=\"elk-4lSQnrMC6nY\">\n<div class=\"video-aspect-box\">\n<div class=\"watch-on-iframe-4lSQnrMC6nY\" data-yt-video-token=\"4lSQnrMC6nY\" title=\"Gemini Robotics 2 brings whole body intelligence to robots - YouTube\">\n<span class=\"youtube-video-title\">Gemini Robotics 2 brings entire physique intelligence to robots &#8211; YouTube<\/span><br \/>\n<img decoding=\"async\" src=\"https:\/\/img.youtube.com\/vi\/4lSQnrMC6nY\/maxresdefault.jpg\" loading=\"lazy\" alt=\"Gemini Robotics 2 brings whole body intelligence to robots - YouTube\" data-aspect-ratio=\"16\/9\" loading=\"lazy\"\/>\n<\/div>\n<\/div>\n<p><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"play-button\" viewbox=\"0 0 234.67 165.33\"><path fill=\"red\" d=\"M229.763 25.817c-2.699-10.162-10.65-18.165-20.748-20.881C190.716 0 117.333 0 117.333 0S43.951 0 25.651 4.936C15.553 7.652 7.6 15.655 4.903 25.817 0 44.236 0 82.667 0 82.667s0 38.429 4.903 56.85C7.6 149.68 15.553 157.681 25.65 160.4c18.3 4.934 91.682 4.934 91.682 4.934s73.383 0 91.682-4.934c10.098-2.718 18.049-10.72 20.748-20.882 4.904-18.421 4.904-56.85 4.904-56.85s0-38.431-4.904-56.85\"\/><path fill=\"#fff\" d=\"m93.333 117.559 61.333-34.89-61.333-34.894z\"\/><\/svg><br \/>\n<a class=\"watch-on-youtube-4lSQnrMC6nY\" href=\"https:\/\/youtu.be\/4lSQnrMC6nY\" target=\"_blank\" data-url=\"https:\/\/youtu.be\/4lSQnrMC6nY\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\">Watch On <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"youtube-logo\" viewbox=\"0 0 507.9 113.39\"><g fill=\"#fff\"><path d=\"M64.792 80.99V32.396l42.082 24.297zm93.803-63.285a20.285 20.285 0 0 0-14.32-14.32C131.642 0 80.99 0 80.99 0S30.337 0 17.705 3.385a20.286 20.286 0 0 0-14.32 14.32C0 30.338 0 56.693 0 56.693S0 83.049 3.385 95.68A20.285 20.285 0 0 0 17.705 110c12.632 3.386 63.285 3.386 63.285 3.386s50.652 0 63.285-3.386a20.284 20.284 0 0 0 14.32-14.32c3.385-12.632 3.385-38.988 3.385-38.988s0-26.355-3.385-38.988m94.473 74.326c.887-2.314 1.332-6.098 1.332-11.35V58.556c0-5.097-.445-8.822-1.332-11.178-.888-2.355-2.452-3.533-4.69-3.533-2.163 0-3.69 1.178-4.577 3.533-.888 2.356-1.332 6.081-1.332 11.178V80.68c0 5.25.424 9.035 1.275 11.35.848 2.318 2.392 3.475 4.633 3.475 2.239 0 3.803-1.157 4.691-3.475zm-17.953 11.122c-3.207-2.16-5.486-5.52-6.835-10.079-1.352-4.554-2.027-10.617-2.027-18.185v-10.31c0-7.644.771-13.784 2.316-18.417 1.544-4.633 3.956-8.011 7.24-10.135 3.282-2.123 7.587-3.186 12.916-3.186 5.251 0 9.459 1.082 12.626 3.243 3.165 2.162 5.482 5.542 6.95 10.136 1.466 4.595 2.2 10.715 2.2 18.36v10.31c0 7.567-.714 13.65-2.142 18.243-1.43 4.595-3.747 7.955-6.951 10.077-3.205 2.124-7.548 3.186-13.03 3.186-5.64 0-10.06-1.082-13.263-3.243m248.053-57.981c-.81 1.005-1.352 2.646-1.621 4.923-.272 2.278-.404 5.734-.404 10.367v5.097h11.697V60.46c0-4.555-.155-8.011-.463-10.367-.309-2.355-.868-4.014-1.678-4.98-.812-.966-2.067-1.449-3.766-1.449-1.7 0-2.954.503-3.765 1.506zm-2.025 29.886v3.591c0 4.557.132 7.974.404 10.251.269 2.279.828 3.94 1.68 4.982.849 1.041 2.16 1.564 3.938 1.564 2.392 0 4.035-.927 4.923-2.781.887-1.853 1.37-4.942 1.447-9.268l13.785.812c.077.62.116 1.469.116 2.548 0 6.565-1.795 11.47-5.387 14.712-3.589 3.242-8.669 4.865-15.232 4.865-7.876 0-13.398-2.47-16.564-7.414-3.168-4.94-4.75-12.586-4.75-22.935V63.589c0-10.657 1.641-18.436 4.924-23.342 3.281-4.903 8.9-7.355 16.854-7.355 5.482 0 9.691 1.004 12.626 3.012 2.933 2.01 5 5.137 6.197 9.383 1.197 4.247 1.796 10.117 1.796 17.607v12.163h-26.757m-284.953-1.33-18.187-65.68h15.869l6.37 29.77c1.623 7.339 2.82 13.594 3.591 18.766h.464c.54-3.706 1.738-9.922 3.591-18.65l6.603-29.886h15.869l-18.417 65.68v31.51h-15.754v-31.51M322.115 34.23v71.007h-12.511l-1.39-8.688h-.347c-3.399 6.564-8.496 9.845-15.291 9.845-4.71 0-8.185-1.543-10.425-4.633-2.24-3.087-3.359-7.915-3.359-14.48V34.23h15.985v52.126c0 3.168.348 5.426 1.043 6.776.695 1.353 1.853 2.027 3.475 2.027 1.39 0 2.722-.423 3.996-1.275 1.274-.849 2.22-1.928 2.838-3.241V34.229h15.986m81.995.001v71.007h-12.511l-1.391-8.688h-.345c-3.402 6.564-8.498 9.845-15.292 9.845-4.711 0-8.186-1.543-10.426-4.633-2.24-3.087-3.358-7.915-3.358-14.48V34.23h15.985v52.126c0 3.168.347 5.426 1.041 6.776.696 1.353 1.855 2.027 3.476 2.027 1.391 0 2.723-.423 3.996-1.275 1.275-.849 2.22-1.928 2.839-3.241V34.229h15.985\"\/><path d=\"M365.552 20.908h-15.87v84.329h-15.637v-84.33h-15.869V8.05h47.376v12.858m76.811 53.636c0 5.174-.215 9.229-.639 12.162-.424 2.937-1.139 5.021-2.143 6.255-1.004 1.236-2.357 1.854-4.053 1.854a7.404 7.404 0 0 1-3.65-.927c-1.12-.618-2.026-1.544-2.722-2.78V50.796c.54-1.93 1.467-3.513 2.78-4.749 1.313-1.234 2.74-1.853 4.285-1.853 1.623 0 2.876.637 3.766 1.91.886 1.275 1.505 3.418 1.853 6.43.348 3.011.523 7.297.523 12.857zm14.652-28.964c-.967-4.478-2.531-7.721-4.692-9.73-2.163-2.007-5.136-3.011-8.919-3.011-2.935 0-5.676.83-8.224 2.49a16.926 16.926 0 0 0-5.908 6.545h-.117l.001-37.416h-15.405v100.777h13.204l1.622-6.717h.347c1.235 2.393 3.088 4.285 5.56 5.675 2.47 1.39 5.213 2.085 8.225 2.085 5.404 0 9.382-2.491 11.931-7.471 2.548-4.982 3.823-12.76 3.823-23.341V64.23c0-7.953-.484-14.17-1.448-18.65\"\/><\/g><\/svg><\/a>\n<\/div>\n<p id=\"elk-21481b96-8d0a-11f1-b260-b3871ee10fa1\">I think it could have completed higher if it had been constructed primarily based on DeepMind&#8217;s newest breakthrough.<\/p>\n<p>Gemini Robotics 2 is attention-grabbing as a result of as a substitute of disparate sensors making selections about motion and contact whereas somebody teleoperates or preprograms the foremost actions and duties, this method guarantees wholly centralized, whole-body management.<\/p>\n<p>In keeping with DeepMind&#8217;s web site on the brand new know-how, Gemini Robotics 2 &#8220;brings whole-body intelligence to humanoids, permits superior dexterity, and may coordinate a number of robots to work collectively in shared areas.&#8221;<\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pt-2 pb-0 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 text-[length:var(--article-river-title--font-size,1em)] uppercase sm:text-[length:var(--article-river-title--font-size,0.875em)] font-bold&#10;        \"><br \/>\n            What to learn subsequent<br \/>\n        <\/span><\/p>\n<\/aside>\n<p>The most important stumbling block (no offense to the Qualcomm robotic) is the complexity of our world. Our houses, places of work, streets, and total environments are usually not rigorously deliberate out to assist us keep away from errors. As a substitute, they&#8217;re open environments the place we continuously be taught and adapt. Principally, we work out  dwell, work, and work together. At a basic stage, that is what DeepMind hopes Gemini Robotics 2 produces.<\/p>\n<p>They see Gemini Robotics 2 as &#8220;the mind that controls the entire physique of the humanoid&#8221; and, via using sensors, imaginative and prescient, and subroutines, adapts and learns  navigate. In a single instance they confirmed, an Apollo robotic makes use of its fingers to cinch and tie up a rubbish bag. It is one thing people do with ease, however it represented a breakthrough for these robots, as a result of that they had not been skilled on the duty.<\/p>\n<p>In the meantime, that Qualcomm robotic is mendacity on the ground after a brief stroll.<\/p>\n<p>Gemini Robotics 2 continues to be within the analysis part, however it factors to extra helpful and doubtlessly safer robots that may dwell and work amongst us and different robots with out the fixed want for coaching and oversight.<\/p>\n<p>That is the true state of humanoid robots, and never the guarantees made by different competing humanoid robotic firms like Tesla, Neo, and Determine, although their improvement could speed up in the event that they undertake methods like Gemini Robotics 2.<\/p>\n<hr id=\"elk-9dd4684a-8d0a-11f1-a202-b735af0bfe96\"\/><a href=\"https:\/\/news.google.com\/publications\/CAAqKAgKIiJDQklTRXdnTWFnOEtEWFJsWTJoeVlXUmhjaTVqYjIwb0FBUAE?hl=en-GB&amp;gl=GB&amp;ceid=GB%3Aen\" target=\"_blank\" id=\"elk-9dd468cc-8d0a-11f1-939a-692d807ed757\" data-url=\"https:\/\/news.google.com\/publications\/CAAqKAgKIiJDQklTRXdnTWFnOEtEWFJsWTJoeVlXUmhjaTVqYjIwb0FBUAE?hl=en-GB&amp;gl=GB&amp;ceid=GB%3Aen\" referrerpolicy=\"no-referrer-when-downgrade\" data-hl-processed=\"none\"><\/p>\n<figure class=\"van-image-figure pull-right inline-layout\" data-bordeaux-image-check=\"\">\n<div class=\"image-full-width-wrapper\">\n<div class=\"image-widthsetter\" style=\"max-width:676px;\">\n<p class=\"vanilla-image-block\" style=\"padding-top:31.51%;\"> <picture data-new-v2-image=\"true\"><source type=\"image\/webp\" srcset=\"https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-676-80.jpg.webp 1200w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-676-80.jpg.webp 1024w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-676-80.jpg.webp 970w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-650-80.jpg.webp 650w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-480-80.jpg.webp 480w, https:\/\/cdn.mos.cms.futurecdn.net\/diM9tpwF2Lz85R8q85CT78-320-80.jpg.webp 320w\" sizes=\"(min-width: 1000px) 970px, calc(100vw - 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You recognize, the ladder that measures human happiness in steps however that&#8230;<\/p>\n","protected":false},"author":1,"featured_media":137510,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-137509","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>This hilarious robot collapse reminds me that robot development is nowhere near where it needs to be, but a huge breakthrough from DeepMind could change all that - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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