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From: "Superhuman – Zain Kahn" <superhuman@...
To: [email protected]
Date: Sat, 07 Nov 2026 17:08:22 GMT
Subject: πŸ€– Eight hours. Two robots. One factory shift.

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</style><![endif]--><!-- __merge_tags_in_links__ --><style></style></head><body class="a" style="margin:0px auto;padding:0px;word-wrap:normal;word-spacing:normal;background-color:#ffffff;"><div role="article" aria-roledescription="email" aria-label="email_name" lang="en" style="font-size:1rem"><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:4px 2px 4px 2px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #ffffff;border-radius:10px 10px 0px 0px;background-color:#ffffff;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:14px 14px 0px 14px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> November 07, 2026 &nbsp; | &nbsp; <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGWVc8iNIVKANUngYPA6aYFrG8a9_3us1ujpd5W2aYcAC7f9e-VuF0dYm9cYPG_2OFhN1PHOiy5ePcWDR-E2UVlqJJDdrNyNzBnLCMRAwdUDqtBz6lDzyw5LgwyEOSpmWvzucwvCZncx8nRi30NBLsCc3V-QMQydsRC73QkXL1FKKCZz8qdO3HL_so8cw9M1CP_ulhs2trl7Tv2X8yu_k461n6VTYjcL670a7aqZQLAPCmr503mzgUOuBBiHQJ9Jwb-ntRit18Zopve-E-F3QKqXuvuaFaTdOclu9aUI0EGOtM60mMoMIlFU6pbArvkyio-2JPnJlwjPUZoUM0FB9AxvjWhFHoRcqLPlNbdQsICKZtASxW4Ri_ndmv7Y7kiGhq2iPwCq7nxG3q6JGhWfN-28XRlZTo_ilPFrOgAnAxmas27J85KDVx9bDHUDJgjopZGGjQeOX0vDfU1X03zc0rizXrfF5q_etYqT-oyzgFTgQYcytsorBfHgVT1YzuZztHQx0mgxQOaqFHWYYwdSYLLbSDvmq7oRTTlQQsSe1b-JQ803MlCtDZl5IWWj-ElsI7Vjy4005vWxzNYd168GnOpUC-AbvUh7_o2mRgodMhzJYAVRW7tKyw9E_4fAzILNMY72Z0V1vcQVRNRLlVBjSvkS8w_B6yjDBhmP3jjgGP508xedVM85yTglpb6eEOKSBKx6HWNjjHwdDqt2RShunEyOs4NlhC1fkyhOo_p0re_qf3IDnxsrqNze8yGcJtEf-ahertGKdNO0BGB0TuoEbRh1_b44wdBxfBEkozX9YUVBaCWJdR-WZ6wjWDm1sY6W_Gg7byJVcs4vNmS_uLm6Wpw4/4vj/KFkE-KJoSMOdzjSD1MyiiA/h0/h001.202CqEEmlLE7s2lrxtSj04DN0wc-h5efMkvDfWcXHlQ">Read online</a></p></td></tr><tr><td style="line-height:0;"><div data-open-tracking="true"> <img src="https://link.mail.beehiiv.com/ss/o/u001.99ALhGu-n_c9NVaZfZbSjQ/4vj/KFkE-KJoSMOdzjSD1MyiiA/ho.gif" alt="" width="1" height="1" border="0" style="height:1px !important;width:1px !important;border-width:0 !important;margin-top:0 !important;margin-bottom:0 !important;margin-right:0 !important;margin-left:0 !important;padding-top:0 !important;padding-bottom:0 !important;padding-right:0 !important;padding-left:0 !important;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.1pNu8sdsI6wlhJjFfr-bZWaPWFYndE2BqwWcyBSVcgXGUqaXfwHG_iNIVIzlZ7VZ5UdI4zhQ6FTpuU2EPGZ0CnYtX3-ThhuXc6Jlr5kwaIKjoMjM7c-MkW1CbWbgRY8Wn-mtwiiusDtb58l8XAvN7MTWDCj-tn65i2OSGhQZwukduYJh4G1zGhKkvnQl14UpZbCikXRzx5OwltL1Mj2GIuo7fvztS-IDzqMcnU7CqeM1TjxkrktOe3voiPV9sIMxbqhsPOfjRjbEA5Lps6E4Le_hsRyEZ5m9UidDFBSxSx4p9AagxDmjmuNIIz-gIBkJgFAqGSd-5avKzpupoyVJ-SotONFc3y-tc3UGG2-Or5GXhBNZd1qXjDcPZ4pPRJK6OBH8TF_J225GSbidPnG1fPMualH_cy7L8qAflSmh9YQ/4vj/KFkE-KJoSMOdzjSD1MyiiA/h1/h001.uiFihcZ7kjnAc0Y8igQ_Cl_xYPDzbpVMJXV_aklv4QI" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/ab81fdbe-91c4-401a-a4d9-6dae57e22a46/SH_Saturday_Rippling.jpg?t=1793960331" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Welcome back, Superhuman.</b> It’s been another tumultuous week for robots. Some took a big leap forward and took on full 8-hour shifts. Some learned to stock supermarket shelves. And some, well, tried their best but had to be carried away on a stretcher. Full details and videos on everything below. </p></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="14.0px" style="line-height:1px;font-size:1px;height:14.0px;"> &nbsp; </td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td width="14.0px" style="line-height:1px;font-size:1px;width:14.0px;"> &nbsp; </td><td bgcolor="transparent" style="background-color:transparent;border-color:#ff9600;border-radius:10px;border-style:solid;border-width:1px;padding:4.0px 0px 4.0px 0px;box-sizing:border-box;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td width="4" style="line-height:1px;font-size:1px;width:4px;"> &nbsp; </td><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style="table-layout:fixed;"><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#ff9600;"><b>The Robotics Special</b></span>Β is designed to help you stay on the cutting edge of breakthroughs and products in robotics. Regular AI updates resume on Monday. </p></td></tr></table></td><td width="4" style="line-height:1px;font-size:1px;width:4px;"> &nbsp; </td></tr></table></td><td width="14.0px" style="line-height:1px;font-size:1px;width:14.0px;"> &nbsp; </td></tr></table></td></tr><tr><td height="14.0px" style="line-height:1px;font-size:1px;height:14.0px;"> &nbsp; </td></tr></table></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="whats-next" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:112.5%;"><span style="color:#ff9600;"><b>WHAT’S NEXT</b></span></h4></td></tr><tr><td id="the-most-important-news-in-robotics" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><b>The most important news in robotics this week</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgMPwWMPVux3uPCZWLI0WG2X3UKBcC8scY1mMVvUvy7IhMDyaOZoeRORTY_csfzJBYvxh_U2g_QTP5u31A6IfFrq-7qc2BhYGvipokhUM3b0_Rqim9XrZ8iwAKbBMFoXmUdSmApM_4HpX1p660WjSpehfjVraHdZqFv4MmSseadjQg9_q7v7yNEtTfuQGLhLF1XEl6DP8tQupZQ1n5kf2FNRVJij5PEY89SxwTsVZwhJPqAZGZCFmA850Mo1yRoxIvB40pR6O1ts1ZSoC6csB3BK9gekYqHWiLwUKZgvfgbJd/4vj/KFkE-KJoSMOdzjSD1MyiiA/h2/h001.9ogFxLeYFs-MP1n3I_dzcafUeAVOn4zr89hwNij9NLc" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/ce6598f7-cc13-4448-bd81-9fe67c64bbce/Figma_Group__1_.jpg?t=1793871087" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" style="width:638px; padding: 4px 0px 4px 0px;"><p>Click here to see Xiaomi’s humanoid robots work an 8-hour factory shift. Source: Xiaomi</p></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>1. Xiaomi’s humanoid robots clock in for a full 8-hour factory shift: </b>The Chinese tech giant just released footage of its humanoid robots working an entire shift at its EV factory, sorting car parts from bins into storage racks. Xiaomi claims the robots worked autonomously, fixed their own mistakes, and handled the workstation’s full day of production. See the robots at work <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgMPwWMPVux3uPCZWLI0WG2X3UKBcC8scY1mMVvUvy7IhMDyaOZoeRORTY_csfzJBYvxh_U2g_QTP5u31A6IfFrq-7qc2BhYGvipokhUM3b0_Rqim9XrZ8iwAKbBMFoXmUdSmApM_4HpX1p660WjSpehfjVraHdZqFv4MmSseadjQg9_q7v7yNEtTfuQGLhLF1XEl6DP8tQupZQ1n5kf2FNRVJij5PEY89SxwTsVZwhJPXTptRI1GX1ZO_fV8PhhwgPNFTNQ9POpXbFv9vvGMjCRQngCfWTI7UVGkVl3Egwzq/4vj/KFkE-KJoSMOdzjSD1MyiiA/h3/h001.DgbN43r4mHZx9ruPPV5ZEKcj_D5kb-BVcBwoydSQccY" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>2. MIT gives robots a way to fix their own faulty memories: </b>Even robots can misremember what they’ve seen. Now, MIT researchers have <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.7gfbDK8mW1yAN7RWlMrIiImRBZoq9LruoaNzAhsDozV1nF8kCmfVZR0Al8Y2eu85wnWK7GEFZCFSaclKvKU8bqZ_6l-ZQOBuGpRV8IX7s0SOfI-G3B2huOIyN0dybAf6We5J4uKCD0kxNeP4nGnQ1S9nrxM8KgUTSvEUdHc5xEQ4Y1KkD49f3py64t_p6dUvcRt35-KZ2Tya8yvvFkDwoLkqOpjdQ_Lsp-LDYn2I4wtS6QZf577UZYD-fpVwjvK1rppCvUrMSV7aeN6v1pGH5YwzbD2f170AnwVe6gaQ87pw8f3eRfzu2nZVXYvFw_GqeQP1VI7-8gC2Vzf2f7GG52kpAC31H9NFdzzfGTfYBFY/4vj/KFkE-KJoSMOdzjSD1MyiiA/h4/h001.gWv_PdSpx9SvMHhC_3cu7YIbZA8CRFieF6mcO5XAh9E" target="_blank" rel="noopener noreferrer nofollow"><span>developed a system</span></a> that flags uncertain object descriptions, compares images from different angles, and corrects mistakes in a robot’s memory. In testing, it resolved ambiguities for about 92% of objects in the robot’s environment. The advance could help future household and factory robots follow instructions more reliably, from finding misplaced items to helping assemble machinery. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>3.</b>Β <b>Waymo is ending its exclusive Uber deal:</b> The robotaxi company has <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.cbTlTBbOm0oxrOJrFZNEqfj95L9dhJLTAddWNh9iMDVQqt0XK4yBmBOZQGni0AeXUxY8jGBYy5if5id-sO_6A-gF98uFbDArItidedlTMg2f7qrSvCGoAasysQbEGXnuIC-ypOoc0bCHXlHHxMMmrP2gMTj-2Ju3bEUHnPkWVnxTeRzL2MDK4AZlY8fdxTzQqH_D_dZJty1xrU9uzkeXQrI5ytqXNGQDN1gx7E3Ne1B-CJobNPaG2VX2g515fImUUV-ggN0XEmxzkiLqF-qcjpHHeYKuIRPZOV21PHxN7tFXjBr0lFeBPAyk1j1n2Hu7qlB_QfDa58mt9fBZYfoaprahyQXqaGHoFxMJ9_EBeKrkaMLYgqAVD1lCMLJJ--fKWBP7B2vPIvVy7HwaQbp2tA/4vj/KFkE-KJoSMOdzjSD1MyiiA/h5/h001.Z3v_fNrnZqu4ge79rmsC-IlluJO4W1yQtTq656zOw0Q" target="_blank" rel="noopener noreferrer nofollow"><span>confirmed</span></a> plans to let riders in Austin and Atlanta book through its own app from January 2028. Currently, requesting a ride through Uber doesn’t guarantee a driverless car. Co-CEO Tekedra Mawakana says customers want a more consistent experience and a direct relationship with Waymo. Uber says Waymo rides could remain available through its app if the companies agree. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="sponsored-by-rippling" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:112.5%;"><span style="color:#ff9600;"><b>SPONSORED BY RIPPLING</b></span></h4></td></tr><tr><td id="new-ai-laws-are-hereis-your-workflo" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1pNu8sdsI6wlhJjFfr-bZWaPWFYndE2BqwWcyBSVcgXGUqaXfwHG_iNIVIzlZ7VZ5UdI4zhQ6FTpuU2EPGZ0CnYtX3-ThhuXc6Jlr5kwaIKjoMjM7c-MkW1CbWbgRY8Wn-mtwiiusDtb58l8XAvN7MTWDCj-tn65i2OSGhQZwukduYJh4G1zGhKkvnQl14UpZbCikXRzx5OwltL1Mj2GIuo7fvztS-IDzqMcnU7CqeM1TjxkrktOe3voiPV9sIMxbqhsPOfjRjbEA5Lps6E4Le_hsRyEZ5m9UidDFBSxSx4p9AagxDmjmuNIIz-gIBkJgFAqGSd-5avKzpupoyVJ-bdX5EaVRm3JOVJhkA-xeMCJMqyI54JdJwAo19wMapHRLgYWnYfdSQxtyY7QKqtUdm6fW6iaiT8NMHaIe_Bt8mc/4vj/KFkE-KJoSMOdzjSD1MyiiA/h6/h001.e4eWYolHJzzhVfnNznLTBLIdWmXlZi0ofQQkGC9BVaA" target="_blank" rel="noopener noreferrer nofollow"><span><b>New AI laws are hereβ€”is your workflow a lawsuit waiting to happen?</b></span></a></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.1pNu8sdsI6wlhJjFfr-bZWaPWFYndE2BqwWcyBSVcgXGUqaXfwHG_iNIVIzlZ7VZ5UdI4zhQ6FTpuU2EPGZ0CnYtX3-ThhuXc6Jlr5kwaIKjoMjM7c-MkW1CbWbgRY8Wn-mtwiiusDtb58l8XAvN7MTWDCj-tn65i2OSGhQZwukduYJh4G1zGhKkvnQl14UpZbCikXRzx5OwltL1Mj2GIuo7fvztS-IDzqMcnU7CqeM1TjxkrktOe3voiPV9sIMxbqhsPOfjRjbEA5Lps6E4Le_hsRyEZ5m9UidDFBSxSx4p9AagxDmjmuNIIz-gIBkJgFAqGSd-5avKzpupoyVJ-aE9K_jPqAHiZ0AyPkrhNHaq0JS1LYVvpjjOPtirCHbhV--EIXGtLDFhtq-JOZjTtQJlkz4haoeuBxqIlzefPNM/4vj/KFkE-KJoSMOdzjSD1MyiiA/h7/h001.qFgp3jussQhaYx24aIOaPW_p7PY5PxUafrkCANn9XLo" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/ee67999d-bdd3-4509-a243-d69eb90f6515/Superhuman_-_16_9_-_AI_Compliance_-_Zach_Fickenworth__1_.jpg?t=1793960462" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> From hiring software to benefits platforms, <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1pNu8sdsI6wlhJjFfr-bZWaPWFYndE2BqwWcyBSVcgXGUqaXfwHG_iNIVIzlZ7VZ5UdI4zhQ6FTpuU2EPGZ0CnYtX3-ThhuXc6Jlr5kwaIKjoMjM7c-MkW1CbWbgRY8Wn-mtwiiusDtb58l8XAvN7MTWDCj-tn65i2OSGhQZwukduYJh4G1zGhKkvnQl14UpZbCikXRzx5OwltL1Mj2GIuo7fvztS-IDzqMcnU7CqeM1TjxkrktOe3voiPV9sIMxbqhsPOfjRjbEA5Lps6E4Le_hsRyEZ5m9UidDFBSxSx4p9AagxDmjmuNIIz-gIBkJgFAqGSd-5avKzpupoyVJ-c-_MuhVVrlfm36HJzcFcO9uv8jL6fTCj13ShgoEg-EF2Rv0VENcFuv9OnNXAwSeX4OEcaAJF-0yPsHj4vGLyFU/4vj/KFkE-KJoSMOdzjSD1MyiiA/h8/h001.V2dh11z1kcv85EmsnHUaR6PayXR1BMch-R6zztMUGD8" target="_blank" rel="noopener noreferrer nofollow"><span><b><span style="text-decoration:underline;">AI can create compliance risks</span></b></span></a> you may not even be aware of. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Don’t let your workflow become a legal nightmare: </b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1pNu8sdsI6wlhJjFfr-bZWaPWFYndE2BqwWcyBSVcgXGUqaXfwHG_iNIVIzlZ7VZ5UdI4zhQ6FTpuU2EPGZ0CnYtX3-ThhuXc6Jlr5kwaIKjoMjM7c-MkW1CbWbgRY8Wn-mtwiiusDtb58l8XAvN7MTWDCj-tn65i2OSGhQZwukduYJh4G1zGhKkvnQl14UpZbCikXRzx5OwltL1Mj2GIuo7fvztS-IDzqMcnU7CqeM1TjxkrktOe3voiPV9sIMxbqhsPOfjRjbEA5Lps6E4Le_hsRyEZ5m9UidDFBSxSx4p9AagxDmjmuNIIz-gIBkJgFAqGSd-5avKzpupoyVJ-SWa03O6AaL97MWEZE8u49xBAT7llZ20KovUiMxkB-rhDw7Mvyle3fTgpgGBxzpIXyTa8Xp2YyCFxSViS4vtzjk/4vj/KFkE-KJoSMOdzjSD1MyiiA/h9/h001.GgcJhmLZtxkgt8xBnD_IRkWTRv9zRGllY-hSqp4nTkk" target="_blank" rel="noopener noreferrer nofollow"><span><span style="text-decoration:underline;"><b>Join Northwestern law professor</b></span></span></a><b>Β </b>Lauren Wu on November 10 for an in-depth session on new AI regulations:Β  </p></td></tr><tr><td style="padding-bottom:4px;padding-left:14px;padding-right:18px;padding-top:4px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>AI laws:</b> Which rules apply to your business and its AI tools </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>Compliance risks: </b>Whether your ATS and benefits platforms meet legal requirements </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><b>AI policies: </b>How to create guidelines that protect your organization </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1pNu8sdsI6wlhJjFfr-bZWaPWFYndE2BqwWcyBSVcgXGUqaXfwHG_iNIVIzlZ7VZ5UdI4zhQ6FTpuU2EPGZ0CnYtX3-ThhuXc6Jlr5kwaIKjoMjM7c-MkW1CbWbgRY8Wn-mtwiiusDtb58l8XAvN7MTWDCj-tn65i2OSGhQZwukduYJh4G1zGhKkvnQl14UpZbCikXRzx5OwltL1Mj2GIuo7fvztS-IDzqMcnU7CqeM1TjxkrktOe3voiPV9sIMxbqhsPOfjRjbEA5Lps6E4Le_hsRyEZ5m9UidDFBSxSx4p9AagxDmjmuNIIz-gIBkJgFAqGSd-5avKzpupoyVJ-ZHIEEmyhP_lrMzvtCO0-O-82jL2Z29eTvefgwgmhxmCJxo4gZ4PrPVN7XrG0Q38EsNYI5I7tlhiV3qroD7kSDU/4vj/KFkE-KJoSMOdzjSD1MyiiA/h10/h001.QDK9Yer8oetk6xy2NnUCO5uDNWtf4D_9FmmwOhwle2Y" target="_blank" rel="noopener noreferrer nofollow"><span><b><span style="text-decoration:underline;">Save your spot</span></b></span></a> and avoid the legal headaches down the road. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="robots-in-action" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:112.5%;"><span style="color:#ff9600;"><b>ROBOTS IN ACTION</b></span></h4></td></tr><tr><td id="how-robots-are-transforming-the-wor" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><b>How robots are transforming the world around us</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgICxIik6hQLk_HKB7_ZFv-fMyLTuKXqNqz622JdoqYqPoG322vTVOSCDKXc56a2BSdifsg6XiyGSX9ApV9M5shLO_DjWKCcUOoF4E8Xoitw5lxeJlYFoNwCiPtpqThnC_IuFnj-28lcPCtWevegbnKQ4nhn_GI2b_NZack2lc669rF4LezGTXZ3cjYltrnfJfZK5CGZ9nw-DfHcwRXTSGUngcYSx_gK7npavGnaSFnewKREjadCbKbTdVGLqnqjpuOUzGCEA7ROQJUKp2QQTmh0w8HcrrQSTTIuqHeDr3Lw1/4vj/KFkE-KJoSMOdzjSD1MyiiA/h11/h001.4T0HcQNH09JPgkQfRrNgCh6AJjGyRsELTlK3KT1xpZE" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/4f0c07b7-af95-4406-8ce3-d0e0f3435ddb/Figma_Group_1000005395.jpg?t=1793872044" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t bb" style="width:638px; padding: 4px 0px 4px 0px;"><p>Click to see AGIBOT robots working in a convenience store. Source: AGIBOT</p></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> πŸ›’Β <b>Night Shift:</b> Your next late-night snack could come with a robotic encounter. AGIBOT <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgICxIik6hQLk_HKB7_ZFv-fMyLTuKXqNqz622JdoqYqPoG322vTVOSCDKXc56a2BSdifsg6XiyGSX9ApV9M5shLO_DjWKCcUOoF4E8Xoitw5lxeJlYFoNwCiPtpqThnC_IuFnj-28lcPCtWevegbnKQ4nhn_GI2b_NZack2lc669rF4LezGTXZ3cjYltrnfJfZK5CGZ9nw-DfHcwRXTSGUngcYSx_gK7npavGnaSFnew5oD-iPFaekB5ae0D7ol6PFqf09F3cIGIwUmduLjEw0Mfy0sufytODj14yb7_Nds4/4vj/KFkE-KJoSMOdzjSD1MyiiA/h12/h001.GQyO5VHPJO9LZN789h0i1z4ei3k0l6-dBYoOhYQkNVA" target="_blank" rel="noopener noreferrer nofollow"><span>put six humanoids to work</span></a> in a convenience store during a 24-hour livestream, stocking shelves, preparing coffee and hot food, greeting customers, and clearing rubbish. The challenge tested everything from rush-hour crowds to overnight operations. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🚁 <b>Crash Course:</b> For most drones, hitting a wall can end the mission. ETH Zurich researchers have <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgICxIik6hQLk_HKB7_ZFv-fvZA_YLTONJLTUHrL05Y1vV2Ex9cyFZfrV3GEQ3QrbEy3p_xWXH2KFR-3AyVt_QDrlyiQoq2mACIGbyqIQLvsOWCmx_7qVQV5Da2BmJ3gPV6CVVv3gUTT4TUwyxXmcY1PKJ7gK4sVhgtUBHmzhes1_ZR5jQ2zhUbkJwnIn0rHCRXe9Jt7WmKoFjapNIeOSCb0_uh4I5YHdI2QvNfRcfmeA8vD4uS8D1J6T5F4E0NsfcmXnGIYb_5CtFhQ3rRLjUxUaIT7WkICzabD_roKOqa4K/4vj/KFkE-KJoSMOdzjSD1MyiiA/h13/h001.MmOWkBDaHTWKk366XpAtLwHGteYlL3zemPNtOBCiZTI" target="_blank" rel="noopener noreferrer nofollow"><span>built FlexiQuad</span></a>, a drone with a flexible frame that bends on impact and keeps flying. It survived collisions at around 25 km/h in testing, potentially making it useful for searching collapsed buildings or inspecting cramped spaces. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> πŸͺΒ <b>Aisle Assist:</b> Moving heavy merchandise around a supermarket is tiring, repetitive work. Japanese startup MUSE’s Armo robot helps transport stock and can also scan shelves and guide shoppers. Operations are already underway in Japan and a New York grocery store. See it in action <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgICxIik6hQLk_HKB7_ZFv-eqt4ck4ENcuNsq3fUiKmHNEkaq7IxyTXXeM4GTHRG3T2-MG4H7OJrVWDxa8FOSJMQ5d6b19wGMqXeoOHN7RQS3rW3_9dsB61dQzp1PNSJBv4EbF5KmwWKBt4U-kBo5uecThOV24Nk9CREYaB6ilqfpnp5FxzWitSfRKrr9DtYb87bnYruRxJgIJLD3R4dOCXgOXhra2Zg1-cZtQNP4BCNUm3MLRg7okUG0ktk2_9gYIh7BNNhFPOY9aOADrYrA3as9pj7USRVKOzRjPsg_Q_XG/4vj/KFkE-KJoSMOdzjSD1MyiiA/h14/h001.Z_Yx_L2TNOCdF3SocJC7R6f7oM8s9hWwhCQjLmbI1DM" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="only-good-news" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:112.5%;"><span style="color:#ff9600;"><b>INDUSTRY SNAPSHOT</b></span></h4></td></tr><tr><td id="watch-chinas-robodog-unleashes-insa" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><b>Everything else you need to know this week</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/aa9df568-538c-4bb1-a394-864556299fab/Agility_Robotics_Product_Hero_Front__1_.jpg?t=1793872492" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t bb" style="width:638px; padding: 4px 0px 4px 0px;"><p>Image source: Agility Robotics</p></td></tr></table></td></tr><tr><td style="padding-bottom:4px;padding-left:14px;padding-right:18px;padding-top:4px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Chinese regulators have <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgOlR9-0t9SUefPobqLdGRLJEAMQSfv_rjPTpgqXgMxlhsN8tm9vmQ3blG3npwMJyI1JbPQ2z_Eh8K-VtMVQkY_Ex0BLl3eyyVQsthJGv0PUeRbDwbFzUu2jSrAayqBWBHLy7fygvAVbns7syHc6fYS5tN5uvFFRhEcB4Gs4kWz6-bfbUDmUgcWal5amg3r0TBOJyRUiHR6rwG6rzfCzogaHDEu31I48RkrX8XuW83rRp0h8Wpv6_5HvrdYxwQmtT0L53Ao5BIEEmtQOyn0N_Tw1f4ycoSHnuvecUH4nSA94p5zW2Vb4L-YX4D0pdFYlLBhgMQI0ndgIW9SGa_Jdtvhchpy-zmRXzn9hf6QcTpzbmwqIZ1OQnaGsONKcp-2Vq93IOAZ3Omb3vGSiXBHRfb25XdtS5CNYYje_wGTM4bX2q/4vj/KFkE-KJoSMOdzjSD1MyiiA/h15/h001.A2MYCK8tI7pXj4aC1PA6GRDY1PduunAipG1VYKeoLB4" target="_blank" rel="noopener noreferrer nofollow"><span>blocked</span></a> SoftBank’s acquisition of ABB’s Chinese robotics operations, jeopardizing the wider $5.4B deal amid concerns about robotics data being transferred overseas. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Agility Robotics has <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgNacYZaUpSKququnNlRNBW16VGcVPaSbDU4yZ5Y248gaRLZRsCi2z6IIVIlda30F0hy6YPu297nIi7rxB7X3PoO809BjxPb5EHewXUh7iHBIdrhBtIEJgB2s5gbDOC7cMLsDGyijQEmOxkSbUN6-pC8G6JQPwB28dtfDWsq74mJctfOR8BdM0OeXEm1zSoTZvVLQb_OR1XuQLmFFno4caHqNm_Rihp537k4I81EE2Ng5pxmpyw8xveyCGY8tGO-kfqptcsEd_BGM8U6y-WIIWkjKQbym997fCMzo2WKZJCVjPPxz0_IaTieyUxMb7ZWfIxD3QQIrnaYhxC3OFqxlORlAL5TvoFCKiAPwxTVKC2ukHnx9wWnfXvWDyVj2rJsjcscP6XId7dqW4S9hFbQZa9Q/4vj/KFkE-KJoSMOdzjSD1MyiiA/h16/h001.QiyTj1AC8OGRkXHA708q345fPIlVdvrQToVNo4rlb3Q" target="_blank" rel="noopener noreferrer nofollow"><span>completed its merger</span></a> with Churchill Capital Corp XI, clearing the way for Digit’s maker to trade on Nasdaq under the ticker AGLT. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Tutor Intelligence has <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001._J44ZaMneM9DvTwiKQgkc2sLRS6BD8PxobdXZkLZzCFuPjeglk2izS8eg9NfMBMyWU5hzA0VcPsL7PWBeZoiHZ22tuBbLtsQ20M-GPsnBGPjBNWopGdrYKefFnc0_NmoavkeMFkTWK-R6ojdul7IJmwWVp24ZMSg3MalypRvJ4FcSdqefHwdqfD9SbEkaRH5Gwlh75OoqAn8FE066Sx7HkGZzuNG7IZaGeb4i4zxGU-Xt-n_DcLfdqx2qAidhy29p9Q2IPQJlvDxUQdihpJ4u-s79kbXVaRSjcfTQ-Fyaqi2GbBYLS3GkcHHXWLf7AAkZIApaME7P1q_81oSh5IQODJ1E7y2fcVbAIZD0mEzdrgMEaQg2mD5KVJTWSPrFGVdiUOxZD6G_AIb7rS726T2hw/4vj/KFkE-KJoSMOdzjSD1MyiiA/h17/h001.JOa5qAlVExQ8jvbKKjzqkFcJsjVge2ySbxtXzVzm4XI" target="_blank" rel="noopener noreferrer nofollow"><span>raised</span></a> $75M in funding led by Andreessen Horowitz to expand its robot workforce, which learns from real industrial jobs with help from remote human operators. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Beijing-based RoboScience has reportedly <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.cbTlTBbOm0oxrOJrFZNEqYbg5Ebg2fc-N9Oph53kSZ12eEPXeixszmeUTxm-ckMW2gr5JGbWXrJDL0MI9abrn5xVPAIPnwGOZHzt7BkdPZ1g4U6UnCxk_cbCTo3PI2g9WOJj7TFeOLzWS4exv5iMqO4bJVioRkHq_F6-uEvdDlTSaY-qF5ncr-syWHzxwffGLR2MEwtBm8_by8GRdkm2wf5MHr_6ixfkc27_uAvR5aehoUrP31RdioXW5skDx2a-T5St5wkhXQIkPDL9gLglAPRkFcSkjPdzPtN5YDoYqslYqLA1VjIVwXvtlJtvI5c8fXddFBQvMNv4L5an4lzMsA/4vj/KFkE-KJoSMOdzjSD1MyiiA/h18/h001.0XqF9eJ3aPCtWKUIid2uer3jrDZNGpH_8pCFSJ6KXas" target="_blank" rel="noopener noreferrer nofollow"><span>closed another funding round</span></a> worth several hundred million yuan to develop robot AI and expand trials in logistics, retail, and industrial settings. </p></li></ul></div></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="sponsored-by-aws" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:112.5%;"><span style="color:#ff9600;"><b>PRESENTED BY WIZ</b></span></h4></td></tr><tr><td id="build-an-agent-harness-control-it-e" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgI3A9A8jpSx0Io1HwClSoF4kL-sKUkruF5JDv86m0BtTaH140bXQRsHQFGjCElRrbfjSnbkG4FIUhkpQBMb7HGDsn2y4RtjaPN-9CcR3YofxPEaIf6MV0szZpTPA3gDEtU7G7LyWXT4aN49d_9lsstX_FqUebM0gJ9ZiWmS-fB0026CAb7ttZ9dFJ8sXo-U7nLkAHGH3HCmEUYOAF8PJYWofpo_fPiwX19J7EDdtsiUiB_E8MTCENNZ5o0QiOR2p3FTSEzh8luUHB2zqpRbLjNQxX681p9cRJ7RxvnC0SwUJw3WZHEjIDVTNqbsHjga4g1hB3SMFvEXz402Cx9WrdfmMYhe3JsY0CMHe799z3Ho6Q5uLLRKleMIj1v_CvTAQ4MT-XHBJ_oy39ecqsD4BqSo/4vj/KFkE-KJoSMOdzjSD1MyiiA/h19/h001.AlnzAHogmhBgxMLbDZh1nGGkIyCGjI5_PQac7wvM0Xw" target="_blank" rel="noopener noreferrer nofollow"><span><b>A Practical Framework for AI Threat Readiness</b></span></a></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgI3A9A8jpSx0Io1HwClSoF4kL-sKUkruF5JDv86m0BtTaH140bXQRsHQFGjCElRrbfjSnbkG4FIUhkpQBMb7HGDsn2y4RtjaPN-9CcR3YofxPEaIf6MV0szZpTPA3gDEtU7G7LyWXT4aN49d_9lsstX_FqUebM0gJ9ZiWmS-fB0026CAb7ttZ9dFJ8sXo-U7nLkAHGH3HCmEUYOAF8PJYWofpo_fPiwX19J7EDdtsiUiB_E8MTCENNZ5o0QiOR2p3FTSEzh8luUHB2zqpRbLjNQxX681p9cRJ7RxvnC0SwUJw3WZHEjIDVTNqbsHjga4g4CCe6lhlbLyfhEPaqDazBvOyvNe7jTeUQnmy-aM2Ghbar19WNRHzsf-vInHxVqebUGBkg5p7puTGvRFDhRvtnw/4vj/KFkE-KJoSMOdzjSD1MyiiA/h20/h001.WM83lZCeGvqVDyWIWnR9chrcSXunolhM-PuMdMzCYjU" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/2a876e9c-6e44-4678-8eae-d7b9a1d59df2/1600X900__1___2_.jpg?t=1793987835" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> AI attackers are finding vulnerabilities and exploiting them faster. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgI3A9A8jpSx0Io1HwClSoF4kL-sKUkruF5JDv86m0BtTaH140bXQRsHQFGjCElRrbfjSnbkG4FIUhkpQBMb7HGDsn2y4RtjaPN-9CcR3YofxPEaIf6MV0szZpTPA3gDEtU7G7LyWXT4aN49d_9lsstX_FqUebM0gJ9ZiWmS-fB0026CAb7ttZ9dFJ8sXo-U7nLkAHGH3HCmEUYOAF8PJYWofpo_fPiwX19J7EDdtsiUiB_E8MTCENNZ5o0QiOR2p3FTSEzh8luUHB2zqpRbLjNQxX681p9cRJ7RxvnC0SwUJw3WZHEjIDVTNqbsHjga4gyaCCb5lJm6AU8-yEX46I4xeoTrLbx-k7PK0Nl83VL7HrF5hIb0iRKqZwkXGTckbiLwzLBC2woJpAsc67hsiFX0/4vj/KFkE-KJoSMOdzjSD1MyiiA/h21/h001.ZP25cIBHjSCRifYGs-MOABW-XfQaJJM3A5frmZwJZ2c" target="_blank" rel="noopener noreferrer nofollow"><span><b>The AI Threat Readiness Playbook</b></span></a> offers a practical four-pillar framework to help security teams keep pace: </p></td></tr><tr><td style="padding-bottom:4px;padding-left:14px;padding-right:18px;padding-top:4px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Reduce critical attack surface exposure </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Improve zero-day response and remediation </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Strengthen application security with AI </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Modernize detection and response </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgI3A9A8jpSx0Io1HwClSoF4kL-sKUkruF5JDv86m0BtTaH140bXQRsHQFGjCElRrbfjSnbkG4FIUhkpQBMb7HGDsn2y4RtjaPN-9CcR3YofxPEaIf6MV0szZpTPA3gDEtU7G7LyWXT4aN49d_9lsstX_FqUebM0gJ9ZiWmS-fB0026CAb7ttZ9dFJ8sXo-U7nLkAHGH3HCmEUYOAF8PJYWofpo_fPiwX19J7EDdtsiUiB_E8MTCENNZ5o0QiOR2p3FTSEzh8luUHB2zqpRbLjNQxX681p9cRJ7RxvnC0SwUJw3WZHEjIDVTNqbsHjga4gznbyn12bHcno88zYAI5L-jkbVYW1Fo5Sd_ZUSI_PPLq_0cQJ8_7qaLZFXjMbd4zZzvbQBYvcNmdvNGTG9hRhpA/4vj/KFkE-KJoSMOdzjSD1MyiiA/h22/h001.Ee8jGwI9QSCK7-mnUoZ2Lz6R4IeGXPtoup0C591LuAk" target="_blank" rel="noopener noreferrer nofollow"><span><b>Get the Playbook</b></span></a></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="sponsored-by-palabra-ai" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:112.5%;"><span style="color:#ff9600;"><b>ROBOT OF THE WEEK</b></span></h4></td></tr><tr><td id="a-robot-that-caught-our-eye-this-we" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><b>A robot that caught our eye this week</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.Nip_UK5BFIEP7ebSvurEeUXqxPikqxD8-GgBDv-58tBiHLGMeiqMoaGoROAtEi5zwQjzSzeLF4vaYeLReY8a-osguanMDaNwVIWKmp48CLEpmSTY2oPXL-rcNXak6aJEXQpRG98iKhWLdPHUYjTDWumUvrez9c0eRPGM_GuiyDa6suXnw-sYDBSvM2Ns8vQ-aCUfFatTZFTZMFpZ7Bj-GoobJM0T3QyBf_0zgT1m_WVo46mKm7fvB-UANEKQu9buHkHMTzBvP1Xk66wdMzKlw9YgkfleOwTuxvfRVevS2k0x7IRktAfGo0GHt_92-LM5OQeb5WnyA_AUxwgSnopOUA/4vj/KFkE-KJoSMOdzjSD1MyiiA/h23/h001.xMcgnToKbU6XQjhckbXFRsJMvNv34Ri46zLsE3ZbrBU" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/fd1af08b-607f-48cd-a93f-60c18ab1f288/Group_1000005396.jpg?t=1793872846" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>This robot remembers to take the trash out.</b></p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Forgetting bin day could eventually become someone else’s problem. Revere Robotics is developing Curbie, a small robot that attaches to an ordinary trash bin and drives it to the curb, then brings it back after collection. It’s still undergoing field testing, with no announced price or launch date, but the appeal of automating this particular chore is pretty easy to understand. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You can check it out <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.Nip_UK5BFIEP7ebSvurEeUXqxPikqxD8-GgBDv-58tBiHLGMeiqMoaGoROAtEi5zwQjzSzeLF4vaYeLReY8a-osguanMDaNwVIWKmp48CLEpmSTY2oPXL-rcNXak6aJEXQpRG98iKhWLdPHUYjTDWumUvrez9c0eRPGM_GuiyDa6suXnw-sYDBSvM2Ns8vQ-aCUfFatTZFTZMFpZ7Bj-GoobJM0T3QyBf_0zgT1m_WVo46mKm7fvB-UANEKQu9bunUKf0epfIOH1mEjYdLwDrW9g0yiPt0PqnNMKzlrvpdryBmaAtNic9yP6eipOyEr6DGjAYvpnlo6m0indxFcgUQ/4vj/KFkE-KJoSMOdzjSD1MyiiA/h24/h001.6EbWcCn_5BmDc9U8gXqTWu_GSYCWvist_gDHAnW8gco" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="robot-of-the-week" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:112.5%;"><span style="color:#ff9600;"><b>ROBO REELS</b></span></h4></td></tr><tr><td id="a-robot-that-caught-our-eye-this-we" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><b>Watch: Humanoid robot overheats on a mountain and leaves on a stretcher</b></h2></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:14px;padding-right:14px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" class="bb" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" class="bb" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgMPwWMPVux3uPCZWLI0WG2Ws9uGvHgVL2s8W2eztLrtRp6lFu74iNb3QQwbDz8TDKoArpX5zJBMnlMPAtLQhj_IpiBP8JaL1oyHvhObI9GyzDAOL_f7-Gw4QN4f8tBVBElx1Cmr9L76T9t4TNcU10rsKjmHDbwKa72OYKZSaBqMsOfV5q6T4WTevLSQIDxvUxeOrX67ACR7HkK-fH5LGqUgGWjjQD7FfXrPSd1N-ZhD4xaoCeT6fwLiGvSwfm9xIP2xRBzySuV8G3AOQwf6QzCLVOoVvPTNCTZTA2EDDFCTu/4vj/KFkE-KJoSMOdzjSD1MyiiA/h25/h001.CtDeGRsetcSIlxmQO5XmmiLo6ZTcSwg7xTIf-zI42fk" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/c23bf80c-b09c-4468-9c6d-675b635dc3e2/Figma_Group_1000005397.jpg?t=1793873283" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Even robots have bad days. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> A Unitree G1 humanoid attempting to climb China’s Mount Tai reportedly overheated partway through the competition, prompting its operator to withdraw it for safety. Staff then carried the robot away on a stretcher, producing a scene that quickly became meme material. It’s a memorable reminder that managing heat matters just as much as mastering the next step. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> See the unfortunate mountain outing <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgMPwWMPVux3uPCZWLI0WG2Ws9uGvHgVL2s8W2eztLrtRp6lFu74iNb3QQwbDz8TDKoArpX5zJBMnlMPAtLQhj_IpiBP8JaL1oyHvhObI9GyzDAOL_f7-Gw4QN4f8tBVBElx1Cmr9L76T9t4TNcU10rsKjmHDbwKa72OYKZSaBqMsOfV5q6T4WTevLSQIDxvUxeOrX67ACR7HkK-fH5LGqUgGWjjQD7FfXrPSd1N-ZhD4u2IARI6fDRXjjqDOXHNJrCBdTbNo1Xd2HIKqTMZqxN_gWgMZ4JHhu6YOtULJeVBs/4vj/KFkE-KJoSMOdzjSD1MyiiA/h26/h001.r0NSGJWx7BaLp84wJnBTzJ0JQyJoTbiAgkVssdWXM3g" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a>. </p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="95%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> &nbsp; </td></tr></table></td></tr><tr><td id="your-opinion-matters" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h2 style="color:#000000;font-weight:Bold;mso-line-height-alt:150.0%;"><span style="background-color:#fffd98;border-radius:0.25em;padding:0.125em 0;color:inherit;box-decoration-break:clone;-webkit-box-decoration-break:clone;">Your opinion matters!</span></h2></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> You’re the reason our team spends hundreds of hours every week researching and writing this email. Please let us know what you thought of today’s email to help us create better emails for you. </p></td></tr><tr><td class="e" align="left" valign="top" style="padding:14px 14px 8px;"><h3 style="">What did you think of today&#39;s email?</h3><p style="">Your feedback helps me create better emails for you!</p></td></tr><tr><td class="ee e " style="padding:0px 14px 14px;"><div style="margin-left:0px;" class="edm_outlooklist"><ul class="poll-choices" style="list-style-type:disc;padding:0px 0px 0px 0px;margin:0px 0px;"><li style="list-style-type:disc;text-align:left;"><a href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGXpv61go1wcN9w2LxY9wFYS5hf1xMMZohlhURP3l_soECTk34rEIu1XywV457wFEkaOVJ0UNYXfoYiXhnZyYpzBXYXsR1KErmBHY5qu5E7eJ_xXVmZPyrbbGckdC7YeZN1yv9Bda562KL9LVYdQs88msshf--MSjH87WClNkGnDvsByXZnx1RBjgVbSnICqZ8Jg3nM__MojfO5DZ8HrS5plZeFj52jYKmJ2dtu2IaAZUv3V1Ks7Z8Xs3YZjMWEu7zsOQ_M9BjPqmhI5lksdIqlczsnVZtlkvbCfguvG1ppDLnGfWN1lo27pK1Bj8WCV-W9qvdflyVSwvlrARaXNAHcr3yK_vugDVaCzvHZTyf98auekNGzTyWiUW9liq2x-1_qHxgHzk7_9Xsz7mbYFZMY4slqhpkNwuTIF7EbxlS4IwlCSQ4HPdmYz_gDKmqY_ECLdNNssicUOh1CFYsfc4o4gULiPpbpLr6vswjaOT0Ku0hwhouFCdAbBYOrVlPvsYurkNbELPP8ZzWK18ykRYDscqDBo1S1kPfHPbVnvratXV57fZR6fR_kLbq_KqXy2GTZP4ViI6_oHviSK2WfemHVgvutQAcJi2J2BRRKa7Dw0MuZ8YTGnBz0EjUtWlpUlF4kh6H4qNdoiHeYRKikZUxra-enChUzuHjLAIdFFamMWsFl_YLf35nx5yLawygEXY0rIiI9gTuQzIjxoiEeWLjtRzv1aPbPSHAlEzuuN2NDrKA5o9htx5_BTF8lFNW-g6mfoJts7dXAwoibbbqYD_gqKLOE_QsXlkiTZ4WtR13F7cVHsNBLXPPqI2RpwHk2_5oRkfOKQL_jvXVJhtzJIexh1Dg9ebl7Rfjwfo45yShysfKkOrjBmsmzSrLphenFwEknc_b8zVrSKwZaaPsqRc-q6TWOlHFbnyLmCDLrbF-maoliv1p6lcSzk-5DUY-MbPdlikqKfSRflojoa_H2HwhjKCTnreMM6z1EWonSWCDU3jtVtjqJZlAVrzZ0mozu4JGKtRX4eYexPn5Lc8rIQVESQ2ckUBVMwqk9LzdpJ5jf0bg/4vj/KFkE-KJoSMOdzjSD1MyiiA/h27/h001.DyBuVotAwrPjt3R4i7oS9QC2BdRnFQxGPGkijTPrISU">Loved it 🧠🧠🧠</a></li><li style="list-style-type:disc;text-align:left;"><a href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGXpv61go1wcN9w2LxY9wFYS5hf1xMMZohlhURP3l_soECTk34rEIu1XywV457wFEkaDlBTjWP57DRbgEgoDCXNdf_4c1IebGIhCCJuIGWdV7F_9I9nmczy10V2ygfzl3tA_nS9EUJKC9MUbx_1UYfiK2RST6n3aFXHEJwjJ5ufabZL1fmNwZDNZf7E2dL6zzm7-_33Tgsr83PHvEGMp93n3xYTa9LrPBoJs-Jk-npWQw52H7Od9bxFXpT7oEVh4nbJMGnrXRBPG10kcydzynKhc64KdXO5Hzv8nV0EGF7UsScOHTYOJF1znZOQGyq6DU6OkBq33p-iJKB6e12DHWIQ6WNkHzsYm5TcyCX7eeTDwUmJmCGIxZrnr_xd6boXMh7vFb7EsoiPqR9Cd_U-_x_9RYjmLS6bT3ymBDAPkWmbGPdr09wfvByHNWvwjet1920p1CgObCsFVGFFygQMi9XaBiUDGKwsvGmIOZY1RU1-XdTBIW37A1lEfRSrStrCDheurvI-x2An25GS5GelRBJqXR6TLCHqE80_6c1LLHGU5RHHukaO4jsUbQILpbUE9jaTxHQ4RHCzpZaWmbCDijVIKTydyiGMAqr6xJOcqnuO7fkDPl1o6HSQTT6IS26umJJcRSqTB0VhhHerBOFvBWst8U_ADJYmFYcZawwuV9ExpVxdNRGDdjSunRZHjtqalanK12WePqEp7VmpYy2gEJIW3hkvUQI2aSYGad4GD1L4iewjh_1grpGUZ9rtUGcAudExIYTpiNjGK6dOEDrqREEteiKttLvfhNM9YSDeS6V8l3lS2x-YDoAvFx56wDql8nbdy6GZmisqDHzY7EdOFTpDyE3RE2ZSC9fX_AaCyIzMPnLk5mWltWYCQXXes79E21avLBIiosfcfIrAhua8Hax_PHiWx2ds188J99R8kWSbYORmtKdcsZlVFRIuC25vcZNqRUUSMlCXoKBk72EUqXgBjImOjqbKdXl15aO5RjQpoN1J1qTKIEqwBxmj9AvuPHtpgtsMsmtckrSb08Yk2EmDabrIeKZRwMgxh5Zimc6pzmg/4vj/KFkE-KJoSMOdzjSD1MyiiA/h28/h001.XHUMqrvXn2NISmE9NcoSr2_dC39WjUZbHtruFG5cDBQ">It was ok 🧠🧠</a></li><li style="list-style-type:disc;text-align:left;"><a href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGXpv61go1wcN9w2LxY9wFYS5hf1xMMZohlhURP3l_soECTk34rEIu1XywV457wFEkaMB9AtV5dK4iObmOx0c_lZEwfVPW1GMM9a9CQesp36kbSDIYs7Ai9Xhp2QkZSwS7KToah7sV6E3cWkDXqIIJkziXBEvRnhW950VZQ6pH8MlXLnbZyCdXZAT0QZXDRUQkXNi17yUV4-pqlV2PjP4fxJ87k8NSC1xbN3M0BDbg5rOzHpBjfHKyYDPlBMnPdU7SxtN6qVDi2r_OtcipDZtBYasoDbWdquvNNco-b5ccLBSkp12YV8_Oc_nIYXu5CwVAwwqpmu4OajV1-K-BJTMvet-cm-v4i_iqFbm0gKLw5W2ORbiiCwLwoCxkuzU6bilZccD_Jp6uAzZcl04R2PVVf213dX1bv4sQ3Da3JHT7SNGYf0N4vHdKfAB-_MSU30dcDAqh_o8rh_L87OdeS2kjDJkJgaJPD65ui68zvSr6KPeNgabGHGvOYJaXpAXlP7USsvs5UaVMZkjDNF-HwJELUMfAWxoTZQAan20CVyrtA93u9qYjUUH8tAFjqrtzZbGx2D0Hoi-cUlNasCJxDNnZtxKYnNmagbKQSVCeHjbIGxHtpceRd7o-NwJ7DF8dAP7_vCl89DaqPQJliQ_weaExeWiM06JQXsc5MvcegtJ50O8rds-H-SdE2ZQtSM8aRzONal81I-LqvcRnWcKNETc1fp80_w-ONaZ4W7FZH0Sbd7OxzeudS-ebcnAOy8huRqiiiNCzcXMgHw5fFGbEW6NRGZOOYbtercVr7xUSzem58Vu4PJbmdt1Zl_I6IJ7m7YaF4xKg7Bw2KJEApioBYPwYlnESOqN1onEc7WE_feJG4tIuJ0DQSJKfsn4eibcPC0kgntSZrWSIiB1mScHFHiZztNaJr9S1VI7XxOJO4J67fnW4jPKTeceRA1kedtHgkuZj4sHiM5AJlPjMB6AqsD46CMs10Z6opf27HTwPGU3fplRg7XLy1bnQIFks7EUf0Tr-NuWdfvxSnNPYunx2h-Ut-mhhBccJZiHKV_ITivYnz_MQ/4vj/KFkE-KJoSMOdzjSD1MyiiA/h29/h001.yX_8jqylQz_3WJZpLxRXQoly94w7vnYbH_V72arm27E">Terrible 🧠</a></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Until next time, </p></td></tr><tr><td class="dd" align="left" style="padding:0px 14px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Zain, Faiq, and the Superhuman AI team </p></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#ccffcb" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #ffffff;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" bgcolor="#222222" style="padding:12px"><table role="none" width="100%" border="0" 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Plain Text

                                    View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ab81fdbe-91c4-401a-a4d9-6dae57e22a46/SH_Saturday_Rippling.jpg?t=1793960331)
Follow image link: (https://rippling.registration.goldcast.io/webinar/5032f6b5-3f2e-4ef5-9a60-566fc67562ba?utm_source=superhuman-ai&utm_medium=newsletter&utm_program=experimental-conversion&utm_campaign=9November2026_Superhuman_Spotlight_AI_Compliance&utm_product=hr&shad=1)
Caption: 

**Welcome back, Superhuman.** It’s been another tumultuous week for robots. Some took a big leap forward and took on full 8-hour shifts. Some learned to stock supermarket shelves. And some, well, tried their best but had to be carried away on a stretcher. Full details and videos on everything below.

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**The Robotics Special**Β is designed to help you stay on the cutting edge of breakthroughs and products in robotics. Regular AI updates resume on Monday.


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#### **WHAT’S NEXT**

## **The most important news in robotics this week**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ce6598f7-cc13-4448-bd81-9fe67c64bbce/Figma_Group__1_.jpg?t=1793871087)
Follow image link: (https://www.youtube.com/shorts/X2qjDBGiER8)
Caption: Click here to see Xiaomi’s humanoid robots work an 8-hour factory shift. Source: Xiaomi

**1. Xiaomi’s humanoid robots clock in for a full 8-hour factory shift: **The Chinese tech giant just released footage of its humanoid robots working an entire shift at its EV factory, sorting car parts from bins into storage racks. Xiaomi claims the robots worked autonomously, fixed their own mistakes, and handled the workstation’s full day of production. See the robots at work [here](https://www.youtube.com/shorts/X2qjDBGiER8).

**2. MIT gives robots a way to fix their own faulty memories: **Even robots can misremember what they’ve seen. Now, MIT researchers have [developed a system](https://news.mit.edu/2026/clearing-up-robot-fuzzy-memory-1105) that flags uncertain object descriptions, compares images from different angles, and corrects mistakes in a robot’s memory. In testing, it resolved ambiguities for about 92% of objects in the robot’s environment. The advance could help future household and factory robots follow instructions more reliably, from finding misplaced items to helping assemble machinery.

**3.** **Waymo is ending its exclusive Uber deal:** The robotaxi company has [confirmed](https://techcrunch.com/2026/11/04/waymo-confirms-its-shaking-up-its-uber-relationship-in-january-2028/) plans to let riders in Austin and Atlanta book through its own app from January 2028. Currently, requesting a ride through Uber doesn’t guarantee a driverless car. Co-CEO Tekedra Mawakana says customers want a more consistent experience and a direct relationship with Waymo. Uber says Waymo rides could remain available through its app if the companies agree.

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Caption: 

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**Don’t let your workflow become a legal nightmare: **[_**Join Northwestern law professor**_](https://rippling.registration.goldcast.io/webinar/5032f6b5-3f2e-4ef5-9a60-566fc67562ba?utm_source=superhuman-ai&utm_medium=newsletter&utm_program=experimental-conversion&utm_campaign=9November2026_Superhuman_Spotlight_AI_Compliance&utm_product=hr&shad=1)** **Lauren Wu on November 10 for an in-depth session on new AI regulations:Β 

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#### **ROBOTS IN ACTION**

## **How robots are transforming the world around us**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/4f0c07b7-af95-4406-8ce3-d0e0f3435ddb/Figma_Group_1000005395.jpg?t=1793872044)
Follow image link: (https://www.youtube.com/watch?v=aX5IxqEqnG4)
Caption: Click to see AGIBOT robots working in a convenience store. Source: AGIBOT

πŸ›’ **Night Shift:** Your next late-night snack could come with a robotic encounter. AGIBOT [put six humanoids to work](https://www.youtube.com/watch?v=aX5IxqEqnG4) in a convenience store during a 24-hour livestream, stocking shelves, preparing coffee and hot food, greeting customers, and clearing rubbish. The challenge tested everything from rush-hour crowds to overnight operations.

🚁 **Crash Course:** For most drones, hitting a wall can end the mission. ETH Zurich researchers have [built FlexiQuad](https://www.youtube.com/watch?v=Lvwp56_RPAI), a drone with a flexible frame that bends on impact and keeps flying. It survived collisions at around 25 km/h in testing, potentially making it useful for searching collapsed buildings or inspecting cramped spaces.

πŸͺ **Aisle Assist:** Moving heavy merchandise around a supermarket is tiring, repetitive work. Japanese startup MUSE’s Armo robot helps transport stock and can also scan shelves and guide shoppers. Operations are already underway in Japan and a New York grocery store. See it in action [here](https://www.youtube.com/watch?v=DhujIcMEcGU).

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#### **INDUSTRY SNAPSHOT**

## **Everything else you need to know this week**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/aa9df568-538c-4bb1-a394-864556299fab/Agility_Robotics_Product_Hero_Front__1_.jpg?t=1793872492)
Caption: Image source: Agility Robotics

* Chinese regulators have [blocked](https://www.reuters.com/business/media-telecom/china-blocks-softbanks-54-billion-takeover-abbs-robotics-division-ft-reports-2026-11-05/) SoftBank’s acquisition of ABB’s Chinese robotics operations, jeopardizing the wider $5.4B deal amid concerns about robotics data being transferred overseas.

* Agility Robotics has [completed its merger](https://www.agilityrobotics.com/content/agility-robotics-and-churchill-capital-corp-xi-complete-business-combination) with Churchill Capital Corp XI, clearing the way for Digit’s maker to trade on Nasdaq under the ticker AGLT.

* Tutor Intelligence has [raised](https://finance.yahoo.com/technology/ai/articles/tutor-intelligence-raises-75-million-160000524.html) $75M in funding led by Andreessen Horowitz to expand its robot workforce, which learns from real industrial jobs with help from remote human operators.

* Beijing-based RoboScience has reportedly [closed another funding round](https://therobotdaily.com/roboscience-series-a2-funding) worth several hundred million yuan to develop robot AI and expand trials in logistics, retail, and industrial settings.

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#### **ROBOT OF THE WEEK**

## **A robot that caught our eye this week**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/fd1af08b-607f-48cd-a93f-60c18ab1f288/Group_1000005396.jpg?t=1793872846)
Follow image link: (https://archive.superhuman.ai/2117973754488017385)
Caption: 

**This robot remembers to take the trash out.**

Forgetting bin day could eventually become someone else’s problem. Revere Robotics is developing Curbie, a small robot that attaches to an ordinary trash bin and drives it to the curb, then brings it back after collection. It’s still undergoing field testing, with no announced price or launch date, but the appeal of automating this particular chore is pretty easy to understand.

You can check it out [here](https://archive.superhuman.ai/2117973754488017385).

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#### **ROBO REELS**

## **Watch: Humanoid robot overheats on a mountain and leaves on a stretcher**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/c23bf80c-b09c-4468-9c6d-675b635dc3e2/Figma_Group_1000005397.jpg?t=1793873283)
Follow image link: (https://www.youtube.com/shorts/fVDx8IRSifI)
Caption: 

Even robots have bad days.

A Unitree G1 humanoid attempting to climb China’s Mount Tai reportedly overheated partway through the competition, prompting its operator to withdraw it for safety. Staff then carried the robot away on a stretcher, producing a scene that quickly became meme material. It’s a memorable reminder that managing heat matters just as much as mastering the next step.

See the unfortunate mountain outing [here](https://www.youtube.com/shorts/fVDx8IRSifI).

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## ==Your opinion matters!==

You’re the reason our team spends hundreds of hours every week researching and writing this email. Please let us know what you thought of today’s email to help us create better emails for you.

Until next time,

Zain, Faiq, and the Superhuman AI team


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