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From: "Superhuman – Zain Kahn" <superhuman@...
To: [email protected]
Date: Sun, 03 May 2026 14:03:41 GMT
Subject: 🐑 Scientists regrow bones with wool
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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> May 03, 2026 &nbsp; | &nbsp; <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGXq93utt7BmTy_NCYryO0Zs0mzr_ReuPgozt3pkze5VNuwL6dB4yd3iajotwIGd5mqIr3L1K11UKV1P8Y_qfc-MrotlBiw8G1em4DNBOYjWEYw5rkh7sUaQBjjbAgEtTqpnx6AtvkxwyrRBfCM9xfcGCkXHZI5LNOlgkjnr-vVV-KcNFfA2ckD0gKuuJ9xjHZg--i2W5iaXbV2xsrHNijxvTrHJ0UgUL3Dp2LnNwmZ4e5KH7YChSRhbz_-gd5RdBPEOnGLjdvu5G0j_3_47tSYCnTig46ynQUg0DeGN1PUI-vDKEgbbHgInw_XUaFDl8wrh5iHzivrmLyrZ3oSS9HF12LlkGJWkwLwGqIcScJfo0LrXA1u0i0w-yTxPOWwEAqJEPKREWhrXZlqPmdCZfU3ZO03ep-HaGogDIvVFkiRdvAGr9JWid_ipfnaMft2eFimmTJ3rZkjRWTsNHs0A9XzNJxK9gy7ZbTIGIby8npwn-mLWBp8qYbdb3vW68S3BSf_n_Z2NK8i_oG_L3kh-bpmm3WCE1Mde2R4VKiZ2x_Ka7uYiFEY-F69mmjUSbxfAbrLXVuST5g4obr96BSCMdqm3MpWonGVruJxX-XsgOQZhlyeLfV3KkcrirffFEUmD6I4YxlZ7dpBIo08VdVf-ETCrFwmQn9WqHGXZFocnCO3r_6mw6_U5vUJr1w_1S6BO48reMELZRzmgkax_UuZ1IrOfdSxASit8I5ZxFY68ithkX52xtWAApz6ervvN7xipa08gYuGqWO2eGkDxUNTdPH9UBCAtDuqs79HfqzuvJyBD5A/4qb/vBipNdOFS9SDg3DjDt_Oaw/h0/h001.vBfINf-oeNjb7ItF7bJ7qKi20lDAm00fUaZ-WV9rjHs">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/4qb/vBipNdOFS9SDg3DjDt_Oaw/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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLIq4W6bhW6zrkw_u8NGupcuOPvlxh6ECG0CxPCRIME1oUi_rZZemMmCyH0kzeM261O72sgE45OptUsMJJNoSjjh7uHnmI742pK9eIbZCuEGTqVlmxhGMumxoDszc7vW80-xNgH3Hxt47MFUQbOWBE9mC-bXaEtV5HcJ4LjOutrtnKVYOv_89-Q1wSTAs4aJtvdhNX0ARP3OWWCH0e_lTxViFLR_FLiYF7sEIh6OqPlCCZDSg-N5Ve3aAva11sb-x242LnKkzvg5b7VG1CP2c0JNecU6tPE_2cddL6Dw74wPQOC6oK8PrQSAUhaNvXoakR52fJn_Tp0aAJiJ7fqb62F3wdYEyuMm9BIzYqy_YG0d7I-wRKtG5R3W2pE7P_MwmMlbpaf1qghZOBcJTCcVvzH1M/4qb/vBipNdOFS9SDg3DjDt_Oaw/h1/h001.BlMI-gTXYqr2Yrhr8g5FuoJKiMfXAYd2JPX1NA4ARW4" 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/uploads/asset/file/65f4b649-8284-4cdf-b700-45ca648999b8/SH_Sunday_AWS_Banner_-_Viktor__1_.jpg?t=1777550126" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td id="welcome-back-superhuman-what-if-you" 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>What if your home once sat underwater — or on a volcanic wasteland? Thanks to a new tool built by Dutch scientists, you can find out. The tool lets you trace any modern address back 320 million years to the age of Pangaea. Meanwhile, a new brain implant is moving into clinical trials and could be our best shot against treatment-resistant depression. </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:rgb(41, 187, 0);border-radius:10px;border-style:solid;border-width:1px;padding:4.0px 4.0px 4.0px 4.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><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:rgb(41, 187, 0);"><b>The Sunday Special</b></span> is designed to help you discover the most interesting and important scientific and technological breakthroughs outside of AI. Our regular AI updates will resume as usual on Monday. </p></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="science-sunday" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:112.5%;"><span style="color:rgb(41, 187, 0);"><b>SCIENCE SUNDAY</b></span></h4></td></tr><tr><td id="the-most-interesting-scientific-dis" 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 interesting scientific and technological breakthroughs 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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8f082bb7-2224-4268-adc1-8a0a43b53a77/image_-_2026-05-02T234845.699.jpg?t=1777762132" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:638px; padding: 4px 0px 4px 0px;"><p>Scientists have built a robot that follows sperm whales and listens to their conversations. Photo: The Marine Mammal Centre</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. A new tool lets you track where your home was 320M years ago: </b>Scientists have launched <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.JtFbHcnj7MmUqbdsCSlCvMq7osIUBSWWLEZqtdb403Lt5xLzbLSBJAiTG1HYNeDOC82WkZe5c1HCICkxqroPh6fjWBH3lSK482iVGH_IHZSFg3kPRCWdzYjBp_fvCWw0Pxzddf51oYBMNkOzwNhwtau2tbPV6eMgSlTRDgrhs0VSSy5O36i0DNnTQlC_7fR3_GRz5UDodYXLdBpF6CzYAlEGSzOybmPF5HOUdGaYvdu5jKLVqLKPikESwWNwoDTPmWbp0g4FfzOqYo7mu9HhQg/4qb/vBipNdOFS9SDg3DjDt_Oaw/h2/h001.P3d_V8cWg0izOdX8NM7WOOxoGqIwl0-Bp7DCMgJcNaA" target="_blank" rel="noopener noreferrer nofollow"><span>Paleolatitude, a free online tool</span></a> that traces the geological journey of any location on Earth to the era of Pangaea. Type in your address and you may find your home was once a tropical seabed, a desert, or a volcanic wasteland. Beyond the novelty, the tool helped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBMVPlIuNr80EiwHDn6XFIm_catkJ5y8EW8xUgwfTipsbL3UJ0IdHSxT6giFf94Q_kbc9YJ24ECLTPeoz6b0bDldygtnIzfU4cXfm32wNW26fnLVjC_G_69Cr77mJbmMUwrJ-G74gTmLpQKaimTd9zYWvP8K1VwwGfdnGwSmRcsK4jXO-mfsQicTvi0qvXoM-y9j1ekSQRPA1vbSVKeemB-0Jt1_WcqNZMp2uqKMb8jKvG-SFQUC-d18gsWeRRfbRGYzFfhTE3qw9wInTYW-1YM2qVYiA84ehWT5xh3wD8QNCxDpKzWKfpwYmkot1bABeCW61FtWRQO7lNw4ayUcwCS0/4qb/vBipNdOFS9SDg3DjDt_Oaw/h3/h001.Jg3JqhD-0suojOBB1C3RbPylTW9wKi3PF2yb40yLvY0" target="_blank" rel="noopener noreferrer nofollow"><span>confirm</span></a> that the Netherlands once sat at the same tropical latitude as today&#39;s Persian Gulf, explaining fossil discoveries that had puzzled scientists for years. You can take it for a spin <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.JtFbHcnj7MmUqbdsCSlCvMq7osIUBSWWLEZqtdb403Lt5xLzbLSBJAiTG1HYNeDOC82WkZe5c1HCICkxqroPh6fjWBH3lSK482iVGH_IHZSFg3kPRCWdzYjBp_fvCWw0Pxzddf51oYBMNkOzwNhwtau2tbPV6eMgSlTRDgrhs0VSSy5O36i0DNnTQlC_7fR3_GRz5UDodYXLdBpF6CzYAr-hGUaRzvTRhkqNj2-_Lr9kgkez7Am9-6Zh6aWoZw8dw7LSmq6qNPWaYlhpWd0Uyw/4qb/vBipNdOFS9SDg3DjDt_Oaw/h4/h001.zFD8cryNao2DVxQYpBVUr6DSyOpanPva7_rtpYOgLM8" 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. A tiny brain implant is moving to clinical trials to treat depression: </b>Motif Neurotech just got <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgHjG1pTlqhjPD6PZ4AKsM-0oyzum_Ek5zma0_FCPGpA_jbrb0HisJAuP3AJIUYpSSqPgivCiQWlgg4cn5Mnid0R2R3YvktfV_M-Ie9e6xSLrORfkfUuVgbqhjRnA1s3C8fK_ZKoN3oNFwfxf5qE5f7UzC9kuMZoflMmq44TpqfJXFpdS2n3fLcz_bGYJlveTdTQygVjnwFGtwSqaRvvJMZqt0Ilh51lCbdXLL5ZAg0soC17lVGPlFFO5V9hhagZ4e4HipnnWADBjJwHNOqlUrsrcsaWydt13sYJjUd4weHGN8NnHnHlks8DcrIpSjQ1Pg8-D9TP7o-D9_3temeznqX91HO3V7If8ykFcOw-kgov0yemnnpbBeOZnApExRstKnidaGWGfM6onMy2IWWUbuxb0ZVTLlTpLhW1-HKKCGLORhEmJhcX42iRNKtG89TFSOtJDR04P5ZcOsekukFRty6M/4qb/vBipNdOFS9SDg3DjDt_Oaw/h5/h001.H7rorRu9YE_Zs161bwtMVT-9RIpUOPFo8APxNcaraEE" target="_blank" rel="noopener noreferrer nofollow"><span>FDA approval</span></a> to begin clinical trials of DOT, a wireless brain implant designed for treatment-resistant depression. Unlike traditional implants, DOT sits above brain tissue rather than penetrating it, delivering programmable electrical stimulation to circuits linked to depression. If successful, DOT could give new hope to nearly 3M Americans who live with depression that doesn&#39;t respond to standard treatment. </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. Wool could replace collagen as the go-to material for bone regeneration: </b>Scientists have used keratin, a protein <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgC9yPP-RGDhh8cKN7nE-0awts0b_fVs125YOY6q0fIXhw_zvmTxD0VtI26TZSgwRAr2H3HVVLvxlq12x7Na_bQojFtQ8Ga9z1b1KMXSdWE8YMzMVmtWuHxoiJ1Lm10j1YvE5FL5l4G0_l-BGd_cFca95ySsi0E3dQDARipMg8ed0TQuPCo6YIhLqClqV-wm5UHnL1mDWktQouDqPfNfyaeD2oJ4RyK2GAbsbgLpIzmHUy7hiCKiJ_bennWNG7RbdodfE3IGy4hbahO8aVnQeBp1uu7EZ8AsF7n1LH3G5s3GHxEFl5VZEzb8zOv6SV8Gb3h2FJuA4vF4R2XIHnA4QqaM/4qb/vBipNdOFS9SDg3DjDt_Oaw/h6/h001.NDQUsq-vWDz6FTwhcRMMS4A4jOl3Shq4gZhMgmiiAd0" target="_blank" rel="noopener noreferrer nofollow"><span>extracted</span></a> from wool, to regenerate bone in living animals for the first time. Implanted into rats with skull defects, the wool-based scaffolds produced more structurally sound bone than collagen, the material surgeons have relied on for decades. Collagen is expensive to extract and breaks down too quickly under load; keratin is renewable, scalable, and often discarded as farming waste. </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>4. An underwater robot is now tracking sperm whale conversations in real time: </b>Scientists have <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgOlR9-0t9SUefPobqLdGRLI8xDotBEJWxuhEq5Pokq2cTZTbYenZ-Ub2qIZOrGnZj_-CrpEzTAgkWeYrs_hYmilR_Dz5ocKk_f4iFWcT_meTnUN0FlgE8HYRMKzFNp-UvnC-eMoWA2rzFEpC7SZgmXgfh-97MI38XsKt970NScoxOhZPvr-4qfnLf5fqh9b17_QqHVKOTBsMWgMhoLwrZEFOpho_EFE8B9TNuQ0IsslD3w7qTjYiJDMSa0UadTAv3xPygiGg0SkAIGe6kc6Ngu_MvOrnoPnjlfljcDaCYWcYD1HEGYfvi5Y8HJLoBVKKiYCTKoV55wbbDA7RvqJcZheY3Ks-V7OoXYotZ0yUPZRdKyDHTJ9-WCr2ae-ASWoZoQ/4qb/vBipNdOFS9SDg3DjDt_Oaw/h7/h001.vJahWMoJ_XrLAok_WyiKEkOF_S2uWmUtlkIlFEYEnoI" target="_blank" rel="noopener noreferrer nofollow"><span>deployed</span></a> an autonomous underwater glider that listens for sperm whale clicks, identifies their direction, and follows the same whale or group for months. It captures how calves learn vocal patterns from their mothers and how whales respond to human activity like shipping and construction. Researchers say it marks a shift from brief encounters to continuous relationships with another form of intelligence. </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="presented-by-aws" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:112.5%;"><span style="color:rgb(41, 187, 0);"><b>PRESENTED BY AWS</b></span></h4></td></tr><tr><td id="compliance-that-closes-deals-not-ju" 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="font-weight:700;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLIq4W6bhW6zrkw_u8NGupcuOPvlxh6ECG0CxPCRIME1oUi_rZZemMmCyH0kzeM261O72sgE45OptUsMJJNoSjjh7uHnmI742pK9eIbZCuEGTqVlmxhGMumxoDszc7vW80-xNgH3Hxt47MFUQbOWBE9mC-bXaEtV5HcJ4LjOutrtnKVYOv_89-Q1wSTAs4aJtvdhNX0ARP3OWWCH0e_lTxViFLR_FLiYF7sEIh6OqPlCCZDSg-N5Ve3aAva11sb-x242LnKkzvg5b7VG1CP2c0JNecU6tPE_2cddL6Dw74wPQOC6oK8PrQSAUhaNvXoakR52fJn_Tp0aAJiJ7fqb62F3zelvrX2En8O-5ilmTtecZPwEBHnSnRIttd6boLBlGtHl4v1eXs-2q77wtp4MBlpSY/4qb/vBipNdOFS9SDg3DjDt_Oaw/h8/h001.F0Zg1Es19ewz3j6ZbQTegQ0A7_SpGRgOin4N8MkmGBE" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to specialize AI agents for production (this is key)</b></span></a></span></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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLIq4W6bhW6zrkw_u8NGupcuOPvlxh6ECG0CxPCRIME1oUi_rZZemMmCyH0kzeM261O72sgE45OptUsMJJNoSjjh7uHnmI742pK9eIbZCuEGTqVlmxhGMumxoDszc7vW80-xNgH3Hxt47MFUQbOWBE9mC-bXaEtV5HcJ4LjOutrtnKVYOv_89-Q1wSTAs4aJtvdhNX0ARP3OWWCH0e_lTxViFLR_FLiYF7sEIh6OqPlCCZDSg-N5Ve3aAva11sb-x242LnKkzvg5b7VG1CP2c0JNecU6tPE_2cddL6Dw74wPQOC6oK8PrQSAUhaNvXoakR52fJn_Tp0aAJiJ7fqb62F3y0MVw4-_aRR18xjbOJi_4wtz9FpU8Dv2EXHAcvjgCNEelrtvb-LXh_PfeGrp7yMT0/4qb/vBipNdOFS9SDg3DjDt_Oaw/h9/h001.ENtdnfKhvNubyZy9dpeZGr8QDI7vFFfF5MmPZneVUYE" 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/uploads/asset/file/d92ae576-2eda-4a9e-9313-40b2795ef35e/aws_3rd_may.jpg?t=1777550229" alt="" height="auto" width="638" style="display:block;width:100%;border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" 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%;"> When applied to specific domains, general-purpose agents are <span style="font-weight:700;"><b>not</b></span> optimized for edge cases. </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.ZjfK3To3aUCywjwu8AcLIq4W6bhW6zrkw_u8NGupcuOPvlxh6ECG0CxPCRIME1oUi_rZZemMmCyH0kzeM261O72sgE45OptUsMJJNoSjjh7uHnmI742pK9eIbZCuEGTqVlmxhGMumxoDszc7vW80-xNgH3Hxt47MFUQbOWBE9mC-bXaEtV5HcJ4LjOutrtnKVYOv_89-Q1wSTAs4aJtvdhNX0ARP3OWWCH0e_lTxViFLR_FLiYF7sEIh6OqPlCCZDSg-N5Ve3aAva11sb-x242LnKkzvg5b7VG1CP2c0JNecU6tPE_2cddL6Dw74wPQOC6oK8PrQSAUhaNvXoakR52fJn_Tp0aAJiJ7fqb62F3xW90SCh0HI97xqhg2Xoj8gOj_a-J_vZ8hkCrY5ThuydNW9AnKBthv5HL6gIL3gnTM/4qb/vBipNdOFS9SDg3DjDt_Oaw/h10/h001.K7zOOmFnONJHyq3ThgSANC950viraIMpdjCnR1wV9Tk" target="_blank" rel="noopener noreferrer nofollow"><span>Domain specialization fixes this with four levers</span></a>: System prompt, knowledge corpus, tool selection, and guardrails.  </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%;"> Learn how to correctly <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLIq4W6bhW6zrkw_u8NGupcuOPvlxh6ECG0CxPCRIME1oUi_rZZemMmCyH0kzeM261O72sgE45OptUsMJJNoSjjh7uHnmI742pK9eIbZCuEGTqVlmxhGMumxoDszc7vW80-xNgH3Hxt47MFUQbOWBE9mC-bXaEtV5HcJ4LjOutrtnKVYOv_89-Q1wSTAs4aJtvdhNX0ARP3OWWCH0e_lTxViFLR_FLiYF7sEIh6OqPlCCZDSg-N5Ve3aAva11sb-x242LnKkzvg5b7VG1CP2c0JNecU6tPE_2cddL6Dw74wPQOC6oK8PrQSAUhaNvXoakR52fJn_Tp0aAJiJ7fqb62F3yVYnCQvoC4OCDJSUcYLBOkiPpZ7n_3Q-HYe87t5e4HgSR3sl7sJB_d2UV1Pf9DMN4/4qb/vBipNdOFS9SDg3DjDt_Oaw/h11/h001.p2NSYlMChFQ3ooRznTY9ewL09TfEEGaS_11B-IGy89o" target="_blank" rel="noopener noreferrer nofollow"><span>implement your AI agents for production in this workshop</span></a> from AWS. In addition to the four levers, you’ll learn:  </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:normal;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;"> Customer engagement agents that personalize at the edge </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Location-aware logistics agents grounded in geospatial reasoning </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Voice-enabled agent pipelines with low-latency constraints </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.ZjfK3To3aUCywjwu8AcLIq4W6bhW6zrkw_u8NGupcuOPvlxh6ECG0CxPCRIME1oUi_rZZemMmCyH0kzeM261O72sgE45OptUsMJJNoSjjh7uHnmI742pK9eIbZCuEGTqVlmxhGMumxoDszc7vW80-xNgH3Hxt47MFUQbOWBE9mC-bXaEtV5HcJ4LjOutrtnKVYOv_89-Q1wSTAs4aJtvdhNX0ARP3OWWCH0e_lTxViFLR_FLiYF7sEIh6OqPlCCZDSg-N5Ve3aAva11sb-x242LnKkzvg5b7VG1CP2c0JNecU6tPE_2cddL6Dw74wPQOC6oK8PrQSAUhaNvXoakR52fJn_Tp0aAJiJ7fqb62F3zzujr_1PuCsdj9ld1zxy9HhZFGhVumGPFAPYiEc-MGPKWBJy5-WLOH-7YeJgK9UYA/4qb/vBipNdOFS9SDg3DjDt_Oaw/h12/h001.lB5-6yxKvjeyibvlG_lMJfw_kfFJN1GEgYEwroTy4jM" target="_blank" rel="noopener noreferrer nofollow"><span>Register for the workshop on May 12th.</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-vanta" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:112.5%;"><span style="color:rgb(41, 187, 0);"><b>NEW TECH</b></span></h4></td></tr><tr><td id="our-favorite-new-tech-gadgets-this-" 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>Our favorite new tech gadgets 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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8e2d3089-2e58-4c19-bae6-dd90f74efce6/Group_1000005216.jpg?t=1777763126" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:638px; padding: 4px 0px 4px 0px;"><p>Photo: Eight Sleep, Taya, Jiffy, Elfin</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. </b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgEVLfTz1dNoi048WJGLJifO_cOSe-yD3YR6mlNC9ca3AMnFLHAeUB6bJ54cK2WxjXPUZ3YDbBkkbA8ytinUKj2Jh0YGHiMCHmM5s43I8gip9j72RfDfA1Tj-Qx9KrOuzmZd8AFsltDZRJpMZJ6UJHkYvSpd5OdD2IppSrQ-N-xdbV8rKr09wEuav2lOQEisbyJWjug8cLbjSrkftENQsM-Lf5rEfOAp2Ga52T04QaH3lect_NAx3xR8rsYZBLx9rffUK_O0cJV5J5mgTL5RrT0gZwgf9wvvFkapkcSa20kh9/4qb/vBipNdOFS9SDg3DjDt_Oaw/h13/h001.-xhleCROkzMBMcigH7GJYzqz6PkHAbF9EYJI8XTgnFI" target="_blank" rel="noopener noreferrer nofollow"><span><b>Eight Sleep Pod Pillow Cover</b></span></a><b>: </b>A cooling and heating layer for your pillow. It adjusts from 55°F to 110°F and adapts to your sleep stages — all without changing the feel of your pillow. </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. </b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.cbTlTBbOm0oxrOJrFZNEqZe5kfnp04z4nk39dwBarRmC1JfJBwAfSrXraonbzpA5Y0gJMQN2oNdGRabz-FtO21uAVxZmnJ0SAGImauKV0Bu2LYx_mfThOCFF2pfAhqpsuqOSKTUw5O3VvH7LZ90oJl64zQqz8idO_KlqKWdH6aXxtH4NgdteXmaLPLKCVqLEIvT6oEgANgo7sxmrFzxW9i8fcbj_Kd8k4ci4WnYHtPsN91ccGDcCT4pUkzJVZCFT9K5BILy6WG4FgcR7rwYS_Q/4qb/vBipNdOFS9SDg3DjDt_Oaw/h14/h001.7dL65jHHC32EJiqGdF4uySbtVnloQPducB2dI-utQ-0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Taya</b></span></a><b>: </b>An intelligent necklace that doubles as a private AI journal. It records and transcribes conversations, attaches time and location, and organizes everything into searchable notes. </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><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH9ZTLbMviE0pOtp5e4907ZF21FXgYLkelsaCsbBU487clftG4ymkbawu0OC-AuEyRK3lXhHze9e1z0MTF-25sNSZ3hlLF8j9wOLUzE8DFzDJVz0HSFgCYNUMNZ0XX1aEl-3MeqLMaVoH8fJ0XpWYZQ1fWHTTQ2XNeCp8sZ8c53GiWw07oW_w1LZdMU2DTqmQ9Puj2nBN4BKKd89t7vvqcDTo3T3zsg63WAin3VSU9HwcJzHy5v0JRVoZjRgBJ13jpucFkecFP93l5jnBMMOT-utAXf0cA0KDA9dcMejes6J2NLUDev9VWltA8gkG_JWbceHlWHVdxP3UkHLLOgC_rQ/4qb/vBipNdOFS9SDg3DjDt_Oaw/h15/h001.H3uM7lUYC59cvV4vUynYx3up53sUBeVQ7mSi01tKgzA" target="_blank" rel="noopener noreferrer nofollow"><span><b>Jiffy 75 Split Keyboard</b></span></a><b>:</b> A split ergonomic keyboard that reimagines the familiar 75% layout, letting users separate the two halves to promote a more natural typing posture and reduce wrist strain. </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>4. </b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tLO9pzLKcxr3ShVlu4P0Gl4Kjb4zKUHjXM4X9kPl9Gd_o6NGMHDDANuuVn5-wZS6OZsbKEj8F87pedAjzaeiWvN0N0yo4-b3zsmM3UcHx0sjx6jIrXZ_3AEfrstk5sWtn2TN3vjPlv9Grq3jE_UBDK1rvbZN0UEgzXV0tFFu6uWxKy_BhTyfjmHu46H9ybTEQW1haLaYqJoPBqoqezilpbU9r_y8L4RPucpK91lIyjvWcvaIRJdS_of_YF77tKsXi7GZmwIu3jd0FE5Ntn0maw/4qb/vBipNdOFS9SDg3DjDt_Oaw/h16/h001.wc1kbSiiAzLBjPcJVe5PwuMRYjZ1lvAV-8scFoA4fMQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>Elfin Fountain</b></span></a><b>: </b>A pumpless pet water fountain with smart motion sensing. It only runs when your pet is nearby and has no exposed wires, slashing the risk of electric shock. </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="social-signals" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:112.5%;"><span style="color:rgb(41, 187, 0);"><b>SOCIAL SIGNALS</b></span></h4></td></tr><tr><td id="whats-trending-in-science-on-social" 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="font-weight:600;"><b>What’s trending in science on socials this week</b></span></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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3APoOt_4EE6-5UZ6TU7qdWM-o5Klpcb3I7O2kc5F3fWg0ziauM84mlDlBY1_RtVAkdjuo-mn7FKiLEuzgMxhmre3zcsCAQP7cTAPf5vUOiu0CLW4w2Lpd79FMApoe-K4YXusw1x87pACNLh9RA0cDeP56IwnRrluRSDWcjP1EcvUs9py-eztD7YuwZjECsCgBKSLw-oT4bnM4ZowOQ3JpXiBjT1YaRriDq0E-KJVrlInMt8rHheMbaT6VMoP7c3fPS85nJOsTwgneo1Kg_Zq3LbNEhI2cNUgdo8gwbvuZygLS/4qb/vBipNdOFS9SDg3DjDt_Oaw/h17/h001.e-QNcWXpv7QvoZJXDukm3CbRuKgHkJTzAqW-jF4UclM" 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/uploads/asset/file/46d956ec-e386-4ef2-8c35-a60bad2ab414/Group_1000005217__1_.jpg?t=1777766991" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:638px; padding: 4px 0px 4px 0px;"><p>Click here to see six years of Curiosity traversing the surface of Mars compressed into two surreal minutes. Photo: NASA</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>Rover Rewind:</b> This is probably the closest most of us will ever get to a road trip on another planet. NASA has compressed six years of Curiosity crawling across Mars into two surreal minutes, racking up thousands of likes on social media. Watch it <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3APoOt_4EE6-5UZ6TU7qdWM-o5Klpcb3I7O2kc5F3fWg0ziauM84mlDlBY1_RtVAkdjuo-mn7FKiLEuzgMxhmre3zcsCAQP7cTAPf5vUOiu0CLW4w2Lpd79FMApoe-K4YXusw1x87pACNLh9RA0cDeP56IwnRrluRSDWcjP1EcvUs9py-eztD7YuwZjECsCgBKSLw-oT4bnM4ZowOQ3JpXiD8mRIuHmF-2sr-WFpCO7BmuuJcM4q6HipNiiIRM-nRCdr94XQaS4gP_4ZyPPf3VL5Q369ULrlX2ipL2BsR-8jJ/4qb/vBipNdOFS9SDg3DjDt_Oaw/h18/h001.34ZnRsKp8V-1AZVY1Q7MC705p-PtLuvFM1BWUSjF5tI" 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>Rain Inc:</b> For most of human history, making it rain was a metaphor. Now one startup claims to have done it literally, routinely manufacturing millions of gallons of man-made rainfall on command. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AGseNjeXpqXGUrPdtJPZESPesFqradYlYQP9TQO8iPaTMGTE2DvSd8KLOKt9rbFJwEmf2kjengh-cHJH1yY0gECe97jrRXZYcrPR1G8iu75p_GsdvTi2rZAzKO-ggBYWxPQDUjJKHK6xZnACqLzol_YsV9ZWa97ikUdoBLG6xDOSyYZfq74p-wdzNkD7eogER8nkic4lXp2GUF7b-4F0sz4i8vKag8p57EWA3DaI6g4LTVKvkpYgA6aWD_rG7oszLOoTilqHRcJFkWJCOMEEJvEEryME1tXD_aC-Vvzq6TZn/4qb/vBipNdOFS9SDg3DjDt_Oaw/h19/h001.ENAN9O5sPq5RXpDS3cU0cctL7GRFULFf8_93pNg5D5A" target="_blank" rel="noopener noreferrer nofollow"><span>Here’s</span></a> how they say they do it. </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>Blast from the Past:</b> <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgB2kjqHXMADK5zI4B0poN6i91EwXEqx3vwn-QNqB3LJFOO7Aj6bxzGdpFSC7wt2xUXWP7MHnxtqRuViG77liJNL7HSRYOuvEOsE2qk3MoJnppm_yuTRcIZ_szaz3axq_be7hqiFc6MhPsESyZmtj5-yu0b6KLWhdhNKRWHe7U3bwrQ6Qbxp20aCGp19EeazZTRjP8B9oN5YFyVYCrxDgZRv8xkXa72iyuRU_CV3neshsCO0Fya5q47vazDZrp2hYmqbM7wJzSmT5g4HwvNynE4MFEvL3LCI6_e15q7EHD37IutGNX1MX-K6ZdIdNdDdUvRM1pmpjnZ-fp3YZ-A55VP4lz9l_uA7EZtJLPZEXN_bc/4qb/vBipNdOFS9SDg3DjDt_Oaw/h20/h001.KEKQbyAZ-Bx4ycIKqBT_kI89fAe7ieC49Wi6ONa_GwM" target="_blank" rel="noopener noreferrer nofollow"><span>Video footage</span></a> of Henry Ford taking the very first car he ever built for a spin in 1896 is doing the rounds on Reddit. It’s fascinating to see how far the technology has come. <br><br>🎞️ <b>No Big Deal:</b> IBM once made a movie so small it had to be filmed atom by atom. Back in 2013, researchers used a 2-ton microscope chilled to move 65 individual atoms frame by frame, creating <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AP-kpj9DQD98Q86TK5O9h7V1YMkt5bQaadalsqtvXYFpUXdeGL_FC0prahqXtiQGbx7QscqrSMRmmryDCyLLoofNTvNzTO8Iq_gi8UWv6VFlIxesGfhTQKQ38uruDcCTR_rptyPGtsj8GOXW_qI6b1Y3OvW4DFM4w_2AGcf8LaYfepXA-ql_ilnj7VoytL26ZjMk7bTOhv45aA_np7IbpLdporjmT6uJnWZpfN1Oh4fU8m8_-cOZ7yxhkqVX3S7whtPATEqVkiA-BzONtYm8dDm0YtrZOSNv4Nm5erTUA665/4qb/vBipNdOFS9SDg3DjDt_Oaw/h21/h001.iGj-8sDV5x-qMi88okLZIUmHC4tO6vDvB6ATb4JVXrU" target="_blank" rel="noopener noreferrer nofollow"><span>the smallest movie ever made</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="presented-by-hardskill" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:112.5%;"><span style="color:rgb(41, 187, 0);"><b>PRESENTED BY HARDSKILL</b></span></h4></td></tr><tr><td id="traditional-gtm-stacks-are-going-ex" 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="font-weight:700;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.zEtKbyME9NCWhmYYa-Fvv4BGMEFlgRGMB0cUVtbsw7TNogg5lBl3dTXuCurZJpcBrzVXloGWugM1Je9JIyV0YsTcbYPddyRNLS2ckBGp5jpLhO36SE6z6jSA0RwvztaEk3ThBnealZI_27Uj-R-xtCR6wUxPt3MiPdkN_PGd6il-HU29d1fUdIsKmkgYHneqK2EVGnHdLYczGfX_0hgZp2GpLbCwbgxIBez4okYhIMo/4qb/vBipNdOFS9SDg3DjDt_Oaw/h22/h001.eAyswo4gsg8qLHhhVNW98KhAG2pMk7DYb0eY9joDFJM" target="_blank" rel="noopener noreferrer nofollow"><span><b>Traditional GTM stacks are going extinct (and that’s a good thing)</b></span></a></span></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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.zEtKbyME9NCWhmYYa-Fvv4BGMEFlgRGMB0cUVtbsw7TNogg5lBl3dTXuCurZJpcBrzVXloGWugM1Je9JIyV0YsTcbYPddyRNLS2ckBGp5jpLhO36SE6z6jSA0RwvztaEk3ThBnealZI_27Uj-R-xtCR6wUxPt3MiPdkN_PGd6ikpltJ7ULD-v8Uxnfy7OrRZ3xFCLB8V8sRcC7WUJT3k6wasf3ECwN0wzjYhftDJxLQ/4qb/vBipNdOFS9SDg3DjDt_Oaw/h23/h001.M8wrjs0s9QjXSRKBHs2LRK9JFUKBLlhw81pjD8wgI8U" 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/uploads/asset/file/511bc09c-35bb-457d-9a28-ed9e0a5da569/ad_may-01_-_Julia_Nimchinski__1_.jpg?t=1777550389" alt="" height="auto" width="638" style="display:block;width:100%;border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" 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%;"> GTM stacks only capture partial data after the fact, missing key context.  </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%;"><span style="font-weight:700;"><b>What’s the future? </b></span><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.zEtKbyME9NCWhmYYa-Fvv4BGMEFlgRGMB0cUVtbsw7TNogg5lBl3dTXuCurZJpcBrzVXloGWugM1Je9JIyV0YsTcbYPddyRNLS2ckBGp5jpLhO36SE6z6jSA0RwvztaEk3ThBnealZI_27Uj-R-xtCR6wUxPt3MiPdkN_PGd6ikBYQ8OJDOCVBfZenXdKCELinx5VhzY4B9fWjS84wrWD37b6Z83bRRYNx7AzAoDr-Q/4qb/vBipNdOFS9SDg3DjDt_Oaw/h24/h001.6DgKl17ffRiTIEpJD6HoouUtdgpdOQ5Mho99JjAH4dk" target="_blank" rel="noopener noreferrer nofollow"><span>Systems of Action</span></a> that operate in real time, improving pipeline velocity, forecasting, and execution speed. Learn how to create Systems of Action yourself in a virtual workshop led by execs from leading AI-native GTM orgs.  </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.zEtKbyME9NCWhmYYa-Fvv4BGMEFlgRGMB0cUVtbsw7TNogg5lBl3dTXuCurZJpcBrzVXloGWugM1Je9JIyV0YsTcbYPddyRNLS2ckBGp5jpLhO36SE6z6jSA0RwvztaEk3ThBnealZI_27Uj-R-xtCR6wUxPt3MiPdkN_PGd6in8AIq_Q11EwldHYOb0tXUzlTjV1ygVDCYY_uo8yC9GFfzwk3tpqhqCB15aftoHeQA/4qb/vBipNdOFS9SDg3DjDt_Oaw/h25/h001.uooWirffobBcxdb3dhwgfNmSBCReppc-mWnJxI9KZB4" target="_blank" rel="noopener noreferrer nofollow"><span><b>Register here</b></span></a> (May 7th, costs nothing). </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:normal;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:112.5%;"><span style="color:rgb(41, 187, 0);"><b>ONLY GOOD NEWS</b></span></h4></td></tr><tr><td id="a-healthy-dose-of-optimism-to-kicks" 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 healthy dose of optimism to kickstart your 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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b3b63102-2237-466e-b15e-9c9279c34265/image_-_2026-05-03T004742.182.jpg?t=1777765667" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:638px; padding: 4px 0px 4px 0px;"><p>Photo: Getty Images</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>Sun Surge: </b>German startup Photreon has built a solar panel that produces hydrogen using just water and sunlight. Where conventional green hydrogen requires two steps (solar capture and electrolysis), Photreon&#39;s photocatalytic panels collapse that into one, cutting cost and complexity. The <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBMVPlIuNr80EiwHDn6XFIm_0jpt3AkxKXR941CmiXtgBr1ZCrHj4-vMYOquLIqjTFRHO3pblVfVaTdeITwi2GopkKGueTdjuXzbIV-sjjNjSGLbq5qefZMUsMoJTxvgF0Hv_UnfUWEuP1ijWMBD71AvLcZr6lIG0WiM5bHqe3Q5W7_XSG05AdlAPoKwlcn_lXIXD83liP1UU_4Y0hw2jMQRLgiUpuzFvL7IBIq_hUCiEA6QMhOt3GbEah7HaU-Ui1tw3mPYWy3LNY2XQsHkUhOeavBuEJKPgz6z6KRAH3GKAWl3U-IomNvkl_wYrrBm5Did8ZoXdBRZqNRLhiTU-xpc/4qb/vBipNdOFS9SDg3DjDt_Oaw/h26/h001.8Wr9OBeMIx771ddgl9fcQfk4wcQL-vWl4GHv8RtmC2M" target="_blank" rel="noopener noreferrer nofollow"><span>modular design</span></a> works at rooftop scale or in large solar hydrogen farms, opening up on-site fuel production for manufacturers, food producers, and industrial sites that have found green hydrogen out of reach until now. </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>Second Opinion:</b> A Harvard study has found that OpenAI&#39;s o1 reasoning model <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgCSNthQd3mlCmjQUkqyX8GbxI0eyzrXqXM2qlAVmWovDMgfe4rPaM3DZk6yQvsLuUsFpCjg2QLgyxcliw5c2S45NmYg7UfVvbOtAeaFcE7QECoN7wlmUe-tDoxzceo-nqcgBa5KKA9GMbfvC0zWfBzXYiQ8SHx7j3Cpt6PdIsQRGYlPnx1TsGb1w_6H3BpYqZ8_UmwMHaQyJ5TLxTdIygOeR_0C46HgTnFDsyFW1K8CscI5Qk2kmVmUkTb5joOBm3CJvTw2bmbMD0zAUgP3NUxGfibSFbcOnlJTpOIVkgszsqXQLIZddgfNihpEv9a_rTw/4qb/vBipNdOFS9SDg3DjDt_Oaw/h27/h001.PwFrJ2p39w13_U8ZlzGBcyjH8CxTXrVwFFr3iCCqiMY" target="_blank" rel="noopener noreferrer nofollow"><span>correctly identified </span></a>diagnoses more often than human physicians across a range of real-world cases, including one where the model flagged a dangerous flesh-eating infection that the treating doctor initially missed. The AI included the correct diagnosis roughly 80% of the time. Researchers stress the goal is assistance, not replacement, and clinical trials are planned to work out how to integrate AI safely into patient care. </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="sunday-science-trivia" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:normal;padding:0px 14px;text-align:left;"><h4 style="color:#2A2A2A;font-weight:normal;mso-line-height-alt:112.5%;"><span style="color:rgb(41, 187, 0);"><b>SUNDAY SCIENCE TRIVIA</b></span></h4></td></tr><tr><td id="a-healthy-dose-of-optimism-to-kicks" 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>Delivery in Space</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" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:638px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f6f4fa0e-e4a6-45ca-8a78-7a7dae3d2761/image_-_2026-05-03T000756.575.jpg?t=1777763282" alt="" height="auto" width="638" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:638px; padding: 4px 0px 4px 0px;"><p>Photo: BBC</p></td></tr></table></td></tr><tr><td class="e" align="left" valign="top" style="padding:14px 14px 8px;"><h3 style="">In 2001, a well-known pizza chain delivered a 6-inch salami pizza to the International Space Station. The delivery was part of a $1M marketing stunt, in collaboration with the Russian space agency. Which popular pizza chain was it? </h3></td></tr><tr><td class="ee e " style="padding:0px 14px 14px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGUSSBjnHHnhGtcJet8IRWPuQURnjngP3VCiQ4W2qYm3BOQEISp85vjucvARHHsqUT3vAJNq-ifvQlSpnzmg6QvIXKqKe3PixREt-ziDsrbA1RmPIhXBkHeruPqTWo57tafFqJ2EEqX2dBXrQ2FeJtNeUD1XpwimUdbhIa_oHBlEf1m_85Y74iVoU8341JC3dcibdJIJFT3UxfcUi98-QXFQPyjAilZZlDwF-1Nxlf2sCGz1HZiYY_-v9FP9XUvP8oU1OeTydvnc_bjDiK4xIXgrSfzGI5UUrkkfbl3W1en2SOAmdHvLsqp9jUz_6WGT_przeWmZhfIAdi4CE0fUJ-D66u9lVdiyEe4xepLphemethcwjb477appy8hmKHTAOB79WI2VMcAnv0ucToN-Ur4OK8RKWlu2kfjS0_gdYu3IumoGeskXvQ6kNjyhKFUquvs2zWjZwtQa98uo-WE_fZ1SNsfVaVcNIBb0IkfrqbvfntGJxJXzMUd9dmZ3P3ifmDrNjSlcQ4DMh_vSgtIJ87t6rXLakenS7DuJftI3LhAs8RjKK9DJrZHFsDUooTlneBZV-aUiwKCqCunzNK90pUYkpBh0oa4c0x5zetwUWTCfBwlARYzBTWYQwYNLN04PTWc9XJ1NHcwCMvBf_c5l8oCK0KvJtrLWklyGwh-vRjTh8As9LhTrA2jBOEasWXbANSFMt0SGxu8QPiyDaqUMNCvDJSzAFQWLba8SkiZf_c-W8XFn9GC6cxldJFKGWVBs62lrZqJV225J4NLwoWHj9S3cBMACtQBXiN0cXJEf2ORuINk3hrExmAg-AJdvjGvYcY7lTu-6cdFoOkqO_8gBWLhybUCe_wBbuSCmpobcUmvDRjvB20emAVONs79YzXwm10mU2UZPcHPr97TocWeH4kCQtSXBTB-V25DkF36WPAB9HotG6O528miCx6bx0aRG66q12Ys8pmgx2dZuxPUpFULvqi8Fw1CMrwZO5aTIHbWAiPlOoneyvv1gyizYxas7TlQ0ZvsKyRu1U6LZT2FjcWSx/4qb/vBipNdOFS9SDg3DjDt_Oaw/h28/h001.Kb8-AVKI1cxXODB9UeNmsx-XcH9odlf4PKLUvFsbRvw"><p style="font-size:14px;color:inherit;"> Domino’s Pizza </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGUSSBjnHHnhGtcJet8IRWPuQURnjngP3VCiQ4W2qYm3BOQEISp85vjucvARHHsqUT1HWqeqAaeCXgqAJoOU_aMl-2cCRY0_69ITfXXdxZOEeXsgIADLAikMXnslmgQw0J1HI1TVtODD6zPeZsAWqiVvMwBDOPysZOWeTiYxhcpF838tS6bBU6cEqoEyWgkh1B7Q4IPBHQOzmuzH3ghAJHaHLp2YBEQQh86lQwj_NCBsQvSyhHwibvZiTE2LMmhICHX8yllBxzArJHCYp_z2c88h-_SAAoDwxjKwjOA8IPgwIDeKejIru8_qbuOk0nqekj-GOuGeYTwZo7F4Bfs9vuVlxwZL0Aq7pkTzFjJFEJ6ZUll3S5kGfD6eyb7L9ciLWPoq6GV7LP__Wiz5bIzavNyd_xZU-2_Ht1R_RBz3jZ9dpDvusEqqpw9L5Z5NZfEE10Xy5ZAb4QeGfqtpmqkZD1GrT1BRyPLQbaLOT1A_qiSO856k9vohJjdOkhBHxxLE3kYnbBXKQnkYb4yO-1UfPWYtkdaM5n-GDFqfVQkX4vdb0DEpQU_Eog0w9n3ed_dTh0QNSF_pTH6DOWwQhWBhH_FdrZfCLtFjFnMZFAyiUHn0RUMlVo0OUUQswN4YCVmXuPc1YwJJofaEAD-l4Rst-ASgNmS_UZaeigovPRtzewZndnXJxGRG1B_kFQb4dokc1XMcnY5zOdQFmPepKR4ye2-e_fFNRLD_tiax52Fd7VxsbbsFNkZBEk20G6SnG4EwW-NfeF6smm05WKlfn0JdAST131_a1dCZ2tnkccOANVLcZXnJX1V98OfHG_7vkJ0ZhMwuipCKtATJF5AGKCjZOnNFWd4tDftoY2kZ9BYEUGbhhoKrv8M1xFRStW8P12KPGXSB_-gsFrOc7ibesarVrgWiyfyUjogx_Suj2JGW-5e9nZfumNOrHlZ3eW8nIHC3Uf_pFG56lPdptx94HtQ-xQfJVGnJjoOhMANznUhRUMNhqGsZDenvhI6mDpXJkJQJSV9X5WMh6P6C_FfYWXpZFX0p/4qb/vBipNdOFS9SDg3DjDt_Oaw/h29/h001.9xjfUrHJHwt3ZyYrcmEgMFARph9SoJtpQ313nfHw_OE"><p style="font-size:14px;color:inherit;"> Papa John’s </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGUSSBjnHHnhGtcJet8IRWPuQURnjngP3VCiQ4W2qYm3BOQEISp85vjucvARHHsqUT3TUmLP4ovS8o9xR_1mKWge-R2MJ-G70DpfdmtAWzSLc64B4c8hcj2RJphFvnQKN2ItGZ993lnFx0bZFxmG2zN_DFkbD1t4b9vtM_aFkpXkxnxZuXznV-nI7jql2dCMOInVA91JNU5Qf48bKV8PC70dIgrT5I2_iErbMxZYr7tg0QuhtxxQA6S1ughMAVGWU4OJ6SnFK1YA6VuRg0GbYVXLxiBRudctDT68-WcESppAKFN3rBiu-kBkJBtLuK_odynzRIBUhDSx5f4ec_QfdQ6WtauWqg-rF-ub4NguUlHRYdb7qyHNA09JEHutoVa6K6aRbAqntUXuqiAW16QQsegyg0ui-HhnBcqlhpOvwN4-T_mdqL8jTQ9GhOZ8S9tBoa7cendZDeOmrJB3g9vCeJBjJgrwXizigZEbtRv2GRt48gCrO2Dt823B6VX122ZgKXrZ6g6qDvJk1-bD7h2jveNkBa-VMVLpwP4xeYtUouyjV_N9QN8emEWRuqaiEHKeFvN5c8T11wyrI9-BflVvWq3E8-wb8lo5Wk4l4r0mtzETFztyL5BIGOkwWIlOYdYr8rrK3YRbit8txKV65eaijRe0uG1IYjj3lGl4GxcemXKgQ3bK1tHQA4eYSO7k2Gx4XrO4YEXC2jIbgUy6-TccVBnKRoK5ozM2Lop0r-iYg3rboUapl9MA7N_LqD6dTPcdDe8enb66OucWus_VK42YimD9rqzxz1ysx1f-tEVKAsyg2LTmjDTXVKM7JfbXtjz6OiSK_It8DeT32h3emkgLen7TvefwvcbSgzy0QmIZ7Jme-Bk8MFsYOnlE0QQYt09mPZytmJHjGhhRSC4TwyOY2USjrtlxnp_rBQoo9gMf1Yq08guUGqQtKKuwUScaIKjjx0Z1GNWFuSpbEfgeM-7y1BWBBC3m3AxjFDPAfHek9X0g0pM14xl_AYFSGId5V8OvEkg0WdDftin8hGA79-vxz47u/4qb/vBipNdOFS9SDg3DjDt_Oaw/h30/h001.cCZyFC4nxVTSI0f_Pq6QIr14Umkf3cb5eMQz8Twhsl4"><p style="font-size:14px;color:inherit;"> Pizza Hut </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGUSSBjnHHnhGtcJet8IRWPuQURnjngP3VCiQ4W2qYm3BOQEISp85vjucvARHHsqUT0sZIr7kH0m3nbO0ZN5T4qyDImO74Sqr2tF3sF6I-hCZl43LrLOSlp-z8BxsbNKXj0KEy6jW45R_Kw7hQT8m-PkmSkv3l1a-WidLIOAKFm2PglpE-khZM3U4ecDQAvVh9H68Sz23GugIf8zsuf259SMnfu6sappa5fECGBqlfMkRm-bhm2y_WAPMHquP1oooGEKbpjD6_vOdqI4RE-bR_e16i27ML_LXU-YMoSzviRbQHemW8UzuRsCXFVettp6HZv12vEPp_022is4Kc74ijyfCqL1T9S9H3BY0GqYHeB_powSGClFob15_GS7ANS2k1mRMvl2A7P83OR8j5x9fAkSVV6gbN5MnFxBfXZAr52SiM5oWO7PKcOFJ-Jd3mEZ-IxpocNenWJcL_XA6bFPdkX3tDedcUYF-tQv9jJ2uXm6qV8sDXQhQ0b3R-BdInO_8-lq05568ad3PUfHtjsYfUzeY3S3-HFDTjyyt0eXFRMFSL9y5LHYI-fFGiBCGZImn9NWYO_24ey8k0Ii59lpDt1ODzTIJfncoH5eee2-Gp7suuK666Pvgjc6pnjIuzjVE9hdR8eSNHh8nusYmVT_0Vte-GIzdBeBPn_hnHRVeWsh6FMY_z5jvYrefxZ_V-D3fCKRcRv7NU9rVYR3GrpfodXfBoSWmVn25YLj0e-x0hVVTDuVXVcqw98cVkLcxV7GskyRRJx5X4qnguHq-pn923xMULyYZh0IFXY8qMH83h7wDrHAX2LTKM-i5QqwG-a1E4_Oglq62i56FbiEJ0xYY_V26zM1Pkm1zrJMdpDrOEKs9O3gkngfcfSv29YCCkq6wqzyhw7opDO7zt-JLOCsIq9yQjs8G74Nn4hzzskNW8Rj61XTHaYYJ_8zyQXJHUQPbdkZegjSmr3zRM_tjqpCf6lMOwsjjp06QhEl7EDLIzpikgzLc731TlE1FKgFIIKsFm8PpzD_yfJdtCGz4NA73ST6/4qb/vBipNdOFS9SDg3DjDt_Oaw/h31/h001.wyxT1YTNndZUTc_MicMgdIDoHzQ9fMCv3EoM0B0QU4Q"><p style="font-size:14px;color:inherit;"> Little Caesars </p></a></td></tr></table></div></td></tr><tr><td id="dont-cheat-you-can-read-more-about-" class="dd" align="left" valign="top" style="color:#000000;font-weight:Bold;padding:0px 14px;text-align:left;"><h3 style="color:#000000;font-weight:Bold;mso-line-height-alt:125.0%;"><span style="color:rgb(41, 187, 0);"><span style="text-decoration:underline;"><b>Don’t Cheat:</b></span></span><span style="color:rgb(41, 187, 0);"><b> </b></span><b>You can read more about the crazy incident </b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tRCEEOcsxVfTm_oQu5NG3THLuU7zZmPVa3PTJYJWKEm2-wakSEvz9QV0wTY0guamBKF75JDi2CL1su53JPjxYYRJeLInZcM4GuumYAuj7eaQ_Va2ZAMpyDZAZauNQFofL9E1IcU_mZCIkq-wOt2CJ5EfZrX168km6s1Rm77j5e0e2Xo8mol2vQHiJshNdrBJ93rUh00KS4N_1ZX-a0DcTUKTFkeasV_6svA77A59BhU3biqcfPrpX2xJfuUjBNTmP9ZXfZ7q2W7i4uHoCpAqj-z6pfV3mycxo6mRKfp3C84/4qb/vBipNdOFS9SDg3DjDt_Oaw/h32/h001.Ykkgskh0GfsEXRH2T3lr5eaEyBu9i2GeFn82TeKCoXQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>here</b></span></a><b>. </b></h3></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;">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_xXVmZPyrbbGckdC7YeZN0NNimoNIG-GGRp7XDEI9hEcsRV3g0SewxUeaey2D7kugvbUCT90O9SEIs2tn0zJPpjFMB0-YnFYnH-KH8IdgDmzts7G65AZ2D_WFbfY7lNcDoUWaM1pDG1YM6vgXeh6H4ytgDyT4_MQRkVATfrIeNs6ThGL8ADnTaB56acpLk8ZcQUSHmnUBresBfS5fBoXeqQEXrAQnT4gKHx9JyiW1cU-ywi1oNk3U5y_kiWLI5Z07ec6Un1_1uo-3Dlwe7PSO2O85m4c6e3SpnLYpfBr7NsAy3TuT1xLGo5SMyk0cXasuJNQAeeiGj6YVY2eAL32443ycZ7NCUgpsBUqTdCyHy-onq-c6YBn2YDtlcMfDIxpM01CLgMpapA6nmRP0NcvOisYYEqMJG3mHPVb8PkQLr6aRJb3ydPj9FtF6kN7QUO4vghHi5ohm7K4rVlyPv0qh9f5ACil6qT3oiA7agutA0fD4sv9CYvsuMMWbKzGlTwxlYh3c6G7Tl95NVa370nyXb315rEfy-1dFn-5TgAP8C5usX5qfxl94EkBijUuY7LiGIkjiBXnV4zj348QnJMZ6uDMQhigxgr_KCqG0aLJ9kSl5nlxhmrcRJZieNNOvWngp6m8Kx0JcUnniY9fxl0CaDnf4CRSYvD7eCdHVRb6RJJ6yJhGToBHL3vCcu9rSp5IJarO0Leysjma0tU5WVaosCCq8aqVXfI8bzt0GskpWWHYuV_Mq3JODRHrdIhJHvZyG7rk5CLzlpy34vgvfzFD12nsqp3cDurLjYh4fbTuV87vs0CyTilsHv_ksIgDUXy0jy_F-EQ3qITbmm3POmEgmPdJMLylDsm3ilQlk_RdMU8gfdjWKMX2Fy50ZwPraraZuIhD29NIJGd4thfbj8-0VyY9Tuxi3PGCmLJ-2FW0GQ9/4qb/vBipNdOFS9SDg3DjDt_Oaw/h33/h001.OWJUmwx0WZ-4oVmMewV_ExKjuWu3pnYjX0jXOrb6vNc">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_9I9nmczy10V2ygfzl3tDUOz_3KAI3481_DPJ6_Jw0zHsqxX6N1ynbVoq8yWw6hgzQx25rcGVOrsYz_Z8VrxUA1dEUTIcj0PtKnKSZNgs7Sp3hS3oDugR3J2TmbpCPg4Tcu0wV5o8Soo3pKnZi-Mosp_eLohhLwulxfVX47Lbgic1gC4NtjYtrZem7_XavQ6YZXtEjcg_emHHFX1PcCxi3Egott6rOjsRzbDWlkrwV_Z6SigUGtHwrBvx_M0RPELxxNWn29wwigE2w_H1-HDo7wtX8dvhLnDgmkZVLMI7Gr0-UXazPRpsZ_8nNazmVNGM0qr4T4AL2kgsfHj8nSwkiWS_qdYqXqEvZHqJI-CxoCOvpH8zLn0aSCz5jz6v6ikPxyRiukjm592xPIwOig__oMXCKhRih8XWrDEVWFNuPXnt8unbRxllUo9yCEbKDjeOWtf5YtSFnP8tynbJwJX4XFKsg8TrsJ70M1TbqTRP6_XBdTt2s1wtgVSYTBe_p0qUTNgGx494PlefEEIVSvBODvEAwaWl8WFgAYc8seWC7OycGjRcgG6nYPB-2cNH_e11FHQQmqV-zMNed6OrmeaOgUM-mvaGxgH7Q1AllZeith4hb-ztjd0kcCBIqNyHvLqrNfFKzY2s-93ev5Gi31Axbr_zd9Z04LHf9zyTvW8YQweUrr8pPR2TJx-9N9E248yD-p-MYGsCJqSkdWT0ictHUxEb6pmO4D_daG7m35yvx3PhDIKQZw0H4Xd5Yf62P231nn2IVMW6YetPeFNJp9Wh6On19c-WBOFynrP-CxBMta7h_uNhX_WoAssu9ay0wB-adtkY3R0skQR7u-4g6LmigPBTXsptfji1kHUm7iEh3ZAeq_EJ6Eh0MPOULPlEKl6Ivug6CY_ADObK2utf4ksTQ_5G7ky1h4jDEjhfuP4Op/4qb/vBipNdOFS9SDg3DjDt_Oaw/h34/h001.r1lhQ9yn73_XeTv_gpSVXrsjmVdxZEHWQpP47NBgJvE">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_lZEwfVPW1GMM9a9CQesp36kbSDIYs7Ai9Xhp2QkZSwS7IA9eNoM-Gy9mDP7w8q2Gd7BfBtLU4_lUn6hFsx_L6H7bjaFA0_tXyBYc8V2p5BUlCDzbrcU4-WHTQdTVD98HlWP9fWwzqhfyZaf_j9p2_it-2HKM_-GciEPGQHV06pa4P1bySxPaKAl2R58U_blI0MMHrupMAixT5eIp3iswwd17GgPB37XFaETl7PT23nhDXPOcydEyrjyFxsFJcKj73-HeJ6IpltbSKdtcbOnXgd4xbTddzveHtigcmPQJjk5HFwZA6nhrjKDbRhEcbgcKFodGyO45P2zDA7XGjhNh-2nWp8hrRY_sNth02afmc7qzBZLgUcCY7HXDwUwBD57mPpfUuqK_m6u7ne_X9gwkTGFJK1bd3Ock6B76a2Atjj2QhILpHi3ybNc9I3WFaensFhT_a7OPTMPJvWbxaOD1YPjdnrYBVdxaaQ_oPNgcghOxuQ0e6mipxwHLox99w6fS8kpvWPyTTXcp7laK8HuqhahpFTr97gRt9pDdQxktkvWR9HrSJUEbrc1x37BCMTL5-FadD37iDmJXI97zA2cPYqrYfNMUIPVfoX2UYomZ5aeKHH9S_D_jN-YY-g9r8sCGjsf5bl5M4PKsX3o1FkjJKz147PjWxUY9-uIq82uDkUc49HIrTEAMDPI_UW2RUc4kegz5-DnRAL2IvBrsquHUdSofGFL6hPBWm0sLo_fad8--Zw-9xzNNf5BUpdyXGJ7lx9z0Lhs6G5vCBo0P80KUwSC3NiXJ0C-DRuu3ZYySx6iaxHoH3jynIfBUWeYxwy2Jmd21l97zEYm2x7TIgaFMedrcIa9d4y4g2n1aJUrEVWGszEf5WoiqCfLiqCfzJ5tucq-sJ6SJdgyx8y7yFL4tIFe8nEeJJtZS4wg1bTKVTg7KpcXSS6Qr8XTh0S4qdfG9zC/4qb/vBipNdOFS9SDg3DjDt_Oaw/h35/h001.YNXINrp-_uczWIP2ClSuHrgzTTYJUBFhNXVYDlo1iJg">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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Caption: 

**Welcome back, Superhuman. **What if your home once sat underwater — or on a volcanic wasteland? Thanks to a new tool built by Dutch scientists, you can find out. The tool lets you trace any modern address back 320 million years to the age of Pangaea. Meanwhile, a new brain implant is moving into clinical trials and could be our best shot against treatment-resistant depression. 

----------
**The Sunday Special** is designed to help you discover the most interesting and important scientific and technological breakthroughs outside of AI. Our regular AI updates will resume as usual on Monday.


----------———————————————————————————

#### **SCIENCE SUNDAY**

## **The most interesting scientific and technological breakthroughs this week**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8f082bb7-2224-4268-adc1-8a0a43b53a77/image_-_2026-05-02T234845.699.jpg?t=1777762132)
Caption: Scientists have built a robot that follows sperm whales and listens to their conversations. Photo: The Marine Mammal Centre

**1. A new tool lets you track where your home was 320M years ago: **Scientists have launched [Paleolatitude, a free online tool](https://paleolatitude.org/) that traces the geological journey of any location on Earth to the era of Pangaea. Type in your address and you may find your home was once a tropical seabed, a desert, or a volcanic wasteland. Beyond the novelty, the tool helped [confirm](https://interestingengineering.com/science/new-online-tool-tracks-earths-tectonic-journey) that the Netherlands once sat at the same tropical latitude as today's Persian Gulf, explaining fossil discoveries that had puzzled scientists for years. You can take it for a spin [here](https://paleolatitude.org/).

**2. A tiny brain implant is moving to clinical trials to treat depression: **Motif Neurotech just got [FDA approval](https://www.businesswire.com/news/home/20260427361988/en/Motif-Neurotech-Receives-FDA-Approval-to-Begin-First-Clinical-Trial-of-its-Therapeutic-BCI-for-Treatment-Resistant-Depression) to begin clinical trials of DOT, a wireless brain implant designed for treatment-resistant depression. Unlike traditional implants, DOT sits above brain tissue rather than penetrating it, delivering programmable electrical stimulation to circuits linked to depression. If successful, DOT could give new hope to nearly 3M Americans who live with depression that doesn't respond to standard treatment. 

**3. Wool could replace collagen as the go-to material for bone regeneration: **Scientists have used keratin, a protein [extracted](https://www.kcl.ac.uk/news/scientists-turn-wool-into-sustainable-material-for-bone-repair) from wool, to regenerate bone in living animals for the first time. Implanted into rats with skull defects, the wool-based scaffolds produced more structurally sound bone than collagen, the material surgeons have relied on for decades. Collagen is expensive to extract and breaks down too quickly under load; keratin is renewable, scalable, and often discarded as farming waste. 

**4. An underwater robot is now tracking sperm whale conversations in real time: **Scientists have [deployed](https://www.reuters.com/business/environment/underwater-robot-tracks-sperm-whale-conversations-real-time-2026-05-01/) an autonomous underwater glider that listens for sperm whale clicks, identifies their direction, and follows the same whale or group for months. It captures how calves learn vocal patterns from their mothers and how whales respond to human activity like shipping and construction. Researchers say it marks a shift from brief encounters to continuous relationships with another form of intelligence.

———————————————————————————

#### **PRESENTED BY AWS**

## [**How to specialize AI agents for production (this is key)**](https://srv.buysellads.com/ads/long/x/T6XW2SSQTTTTTTHKDGICLTTTTTTHVDU626TTTTTT44Z5OBVTTTTTTWL352VM6ILB22QNP5PDKKANVJZD57DMTYBIG3BT?cid=372715)

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d92ae576-2eda-4a9e-9313-40b2795ef35e/aws_3rd_may.jpg?t=1777550229)
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Caption: 

When applied to specific domains, general-purpose agents are **not** optimized for edge cases.

[Domain specialization fixes this with four levers](https://srv.buysellads.com/ads/long/x/T6XW2SSQTTTTTTHKDGICLTTTTTTHVDU626TTTTTT44Z5OBVTTTTTTWL352VM6ILB22QNP5PDKKANVJZD57DMTYBIG3BT?cid=372715): System prompt, knowledge corpus, tool selection, and guardrails. 

Learn how to correctly [implement your AI agents for production in this workshop](https://srv.buysellads.com/ads/long/x/T6XW2SSQTTTTTTHKDGICLTTTTTTHVDU626TTTTTT44Z5OBVTTTTTTWL352VM6ILB22QNP5PDKKANVJZD57DMTYBIG3BT?cid=372715) from AWS. In addition to the four levers, you’ll learn: 

* Customer engagement agents that personalize at the edge

* Location-aware logistics agents grounded in geospatial reasoning

* Voice-enabled agent pipelines with low-latency constraints

[Register for the workshop on May 12th.](https://srv.buysellads.com/ads/long/x/T6XW2SSQTTTTTTHKDGICLTTTTTTHVDU626TTTTTT44Z5OBVTTTTTTWL352VM6ILB22QNP5PDKKANVJZD57DMTYBIG3BT?cid=372715)

———————————————————————————

#### **NEW TECH**

## **Our favorite new tech gadgets this week**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8e2d3089-2e58-4c19-bae6-dd90f74efce6/Group_1000005216.jpg?t=1777763126)
Caption: Photo: Eight Sleep, Taya, Jiffy, Elfin

**1. **[**Eight Sleep Pod Pillow Cover**](https://www.eightsleep.com/uk/product/the-pillow-cover)**: **A cooling and heating layer for your pillow. It adjusts from 55°F to 110°F and adapts to your sleep stages — all without changing the feel of your pillow.

**2. **[**Taya**](https://tayanecklace.com)**: **An intelligent necklace that doubles as a private AI journal. It records and transcribes conversations, attaches time and location, and organizes everything into searchable notes.

**3. **[**Jiffy 75 Split Keyboard**](https://www.kickstarter.com/projects/jezailfunder/jezailfunderjiffy75-a-unity-75-split-keyboard)**:** A split ergonomic keyboard that reimagines the familiar 75% layout, letting users separate the two halves to promote a more natural typing posture and reduce wrist strain.

**4. **[**Elfin Fountain**](https://elfinfountain.com/)**: **A pumpless pet water fountain with smart motion sensing. It only runs when your pet is nearby and has no exposed wires, slashing the risk of electric shock.

———————————————————————————

#### **SOCIAL SIGNALS**

## **What’s trending in science on socials this week**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/46d956ec-e386-4ef2-8c35-a60bad2ab414/Group_1000005217__1_.jpg?t=1777766991)
Follow image link: (https://x.com/NASA/status/2049875191166013673?s=20)
Caption: Click here to see six years of Curiosity traversing the surface of Mars compressed into two surreal minutes. Photo: NASA

📸 **Rover Rewind:** This is probably the closest most of us will ever get to a road trip on another planet. NASA has compressed six years of Curiosity crawling across Mars into two surreal minutes, racking up thousands of likes on social media. Watch it [here](https://x.com/NASA/status/2049875191166013673?s=20). 

🌧️ **Rain Inc:** For most of human history, making it rain was a metaphor. Now one startup claims to have done it literally, routinely manufacturing millions of gallons of man-made rainfall on command. [Here’s](https://x.com/ADoricko/status/2048824460179083429?s=20) how they say they do it. 

🕰️ **Blast from the Past:** [Video footage](https://www.reddit.com/r/Damnthatsinteresting/comments/1swgxaw/henry_ford_driving_the_first_car_he_built_in_1896/) of Henry Ford taking the very first car he ever built for a spin in 1896 is doing the rounds on Reddit. It’s fascinating to see how far the technology has come. 

🎞️ **No Big Deal:** IBM once made a movie so small it had to be filmed atom by atom. Back in 2013, researchers used a 2-ton microscope chilled to move 65 individual atoms frame by frame, creating [the smallest movie ever made](https://x.com/curiosityonx/status/2015808400228020565).

———————————————————————————

#### **PRESENTED BY HARDSKILL**

## [**Traditional GTM stacks are going extinct (and that’s a good thing)**](https://hardskill.exchange/ai-practice-sessions/systems-of-record-action/?utm_medium=superhuman_practice_session_6)

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/511bc09c-35bb-457d-9a28-ed9e0a5da569/ad_may-01_-_Julia_Nimchinski__1_.jpg?t=1777550389)
Follow image link: (https://hardskill.exchange/ai-practice-sessions/systems-of-record-action/?utm_medium=superhuman_practice_session_6)
Caption: 

GTM stacks only capture partial data after the fact, missing key context. 

**What’s the future? **[Systems of Action](https://hardskill.exchange/ai-practice-sessions/systems-of-record-action/?utm_medium=superhuman_practice_session_6) that operate in real time, improving pipeline velocity, forecasting, and execution speed. Learn how to create Systems of Action yourself in a virtual workshop led by execs from leading AI-native GTM orgs. 

[**Register here**](https://hardskill.exchange/ai-practice-sessions/systems-of-record-action/?utm_medium=superhuman_practice_session_6) (May 7th, costs nothing).

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#### **ONLY GOOD NEWS**

## **A healthy dose of optimism to kickstart your week**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b3b63102-2237-466e-b15e-9c9279c34265/image_-_2026-05-03T004742.182.jpg?t=1777765667)
Caption: Photo: Getty Images

**Sun Surge: **German startup Photreon has built a solar panel that produces hydrogen using just water and sunlight. Where conventional green hydrogen requires two steps (solar capture and electrolysis), Photreon's photocatalytic panels collapse that into one, cutting cost and complexity. The [modular design](https://interestingengineering.com/energy/panels-produce-hydrogen-fuel-water-sunlight) works at rooftop scale or in large solar hydrogen farms, opening up on-site fuel production for manufacturers, food producers, and industrial sites that have found green hydrogen out of reach until now.

**Second Opinion:** A Harvard study has found that OpenAI's o1 reasoning model [correctly identified ](https://www.sciencenews.org/article/ai-help-doctors-help-diagnoses)diagnoses more often than human physicians across a range of real-world cases, including one where the model flagged a dangerous flesh-eating infection that the treating doctor initially missed. The AI included the correct diagnosis roughly 80% of the time. Researchers stress the goal is assistance, not replacement, and clinical trials are planned to work out how to integrate AI safely into patient care.

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#### **SUNDAY SCIENCE TRIVIA**

## **Delivery in Space**

View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f6f4fa0e-e4a6-45ca-8a78-7a7dae3d2761/image_-_2026-05-03T000756.575.jpg?t=1777763282)
Caption: Photo: BBC

### _**Don’t Cheat:**_** ****You can read more about the crazy incident **[**here**](http://news.bbc.co.uk/2/hi/americas/1345139.stm)**. **

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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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