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To: [email protected]
Date: Fri, 24 Jul 2026 13:19:03 GMT
Subject: 💬 AI's voice control level ups
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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"><div style="display:none;max-height:0px;overflow:hidden;"> how to evaluate business ideas quickly with AI  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><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:0px 0px 0px 0px;"><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:0px 0px 0px 0px;"><div style="padding-top:20px;padding-right:1px;padding-bottom:20px;padding-left:1px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> July 24, 2026 | <a data-read-online-tooltip="true" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgH-qigySh3hAoVuoVNaPnGUh_G-axVB3wziX6fvhF6sKgaJgikjz8gNxtTjJdtFv2s-ZBLB_rCxmqy9e_U6PZO6ZpDhtZXLfj_HVsQe0CUEIwje-xbFJgB8WoAOo98f7LE3AB4j6PTbOcEo2tKedCyiVRYEEkVRT8GucVE2KrFeaNd7JkS0dh4iLEpaW2q_Gb7ZSJ2Dnj2QYYP8-xkDly62icllhd_keMmvS7zOuc5czTeSqT0yJPE2Eo6M6b4O7PNlAmxEQtzMNas-48i55jGOz5YOBn_rGxh6CPKjYamSCiTZmgG5-ifcz-7BcbrnwTqlPF6gjIKAWJUZImNe3KeLTC5QoWP_38e4kofRN8AE0rhWTIbj-SfnOeGmaUkxZ2_YFtBygb6-rHCt9snm2FdhLF5HCyWNoWQp49zO8gv97R23muvaegDgwuy8tufkcnWexAlqbOlUb_dugDaGOxntT0dXrUlaod4Hq2u2r8iA8cs9liI02h_ywP6YAIfWMW4BvVJi6Ec4C8jePCXQTdX_g-99c-3aDMFBSaZ2aOwOS_nV0IeSkbxgkkSn0-7s7sAprUa104aTwNMfFeMiOQe_UK5xOtFHzSAlRVEAxk14TLOc57XYh7hc1ftfmEp-TDVC-ewzMbFVN0f1CYZVlPtCK8z-AJTipU9ZXuwQ7V4yWrHcpSuDYHZy2PK3Eneec-9VTRF3Uup-P2DezalDtCuqyFKCY2egpz3kV4-KfeirW/4sl/_JCg6vKASNy_QBL7GAl3nw/h0/h001.SHvqNhnMfmZvQLy7G8RacacaGPtVG3ZH2SkVBvmDC44">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/4sl/_JCg6vKASNy_QBL7GAl3nw/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:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBGXMIBjMsF-jkxoGaR32txG3s0q1QRGKUvrxzOavfOpIfT6wWiijLbDENrc51z5_Hxvo3_XEHAx0_bqt-P8BmcKzltd2CRKw1V6Ed5bClMYUeOSCEdrUBBS0QNUIvc8694WveUvQ_GumbqNN7M5sPpE1HPZ51TE9LN4D8_9ivTHmBSe19yw6TByoPbhvewmBx8rJI8wtbsYtEJPJvInmsVAcGf2BPYr5yqNYWgqbNsJTTXKyw6nlAinDMpoB8hO7jtEFGp9RMLcoTsMQCriy9Po/4sl/_JCg6vKASNy_QBL7GAl3nw/h1/h001.OaYeleBLEaqT-FYfxN0Xg5DvqC_NqLTR0wCasXz4pKE" 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/cd770d1e-0da4-4760-844f-5603026bea2c/Sponsor_Langchain.png?t=1784825215" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:10px;border-bottom-right-radius:10px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 5.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Welcome back, Superhuman. </b>Black Forest Labs just bridged the gap between the physical world and the digital world. Its new model FLUX 3 creates outputs so realistic they can be used to train real-world robots. Plus, voice AI keeps getting better and better. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Today:</b> Health in ChatGPT rolls out, how to evaluate business ideas quickly with AI, and get the latest prompts and trending social posts. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><b>TODAY IN AI</b></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AEAiM2nxfI4samLatKQRWIDNtK7h-xWiujIbq1ek7Ufbee-ic4vbHlffFHCS0DxjD6o-HVy_HKO7cvRIsetWCygTatGXXD7n0onCJYKOidJQxJP2fmWwzwc-0674hapBB9ppkjMZ8OvZeMi-cwYrGnWbMI5b5dN8ZcQrtRHxz4bncGvmoOxrpIr8vPHEiTf8vGS0ROmM3YpvKORz0UOpkXRiNYYaVMl_xCWOslaachNrU9WDBpQmN3LzeszvcdIyMw/4sl/_JCg6vKASNy_QBL7GAl3nw/h2/h001.ZPZ_9lqmI09PYtRVFaD9LOv_nv21MXQj9XXH9DyCXC0" 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/7e5f5a81-2130-4ae2-bbae-7f24fa08d2e7/Superhuman_Lead_Story__2_.jpg?t=1784850668" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 1px 1px 10px;"><p>See the multimodal FLUX 3 model in action, capable of powering real-world robots. Source: Black Forest Labs.</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>1. Black Forest Labs launches one model for image, video, and robotics:</b> The German lab just released <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.eAC7AlRM5Xq42mX9yhoVPq0dhI-EXnb_AwWX44wQDENmRREGbf3fV1d6glQdKmSV26AOBiBcyZF6Kf4BEC_0Nsy8cAHxaGZf0KIp9lB55QjY3y7iJ7_dnqRnP5E-3pgsozFSFvngn1khQzyM2-KDHBW6P4p6ta8c7qczuCcYBfSeCSlDvD_JA_fDE5Aoi4RC/4sl/_JCg6vKASNy_QBL7GAl3nw/h3/h001.W5sZjmUGQyDGp-CEtL68-KI8Pep-A3gZ17FdfE8B0g0" target="_blank" rel="noopener noreferrer nofollow"><span>FLUX 3</span></a>, a multimodal foundation model that combines image, video, and audio elements to gain a better understanding of how the real world works and create results the lab calls “truer to life.” A version of the model is already <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.eAC7AlRM5Xq42mX9yhoVPq0dhI-EXnb_AwWX44wQDEMOUNCGVI7SM1HJaeRHzWFCGDLCncuS9Ug9ujN7IwAdczdOKXk_oXhH-52XVw1IIaX3A-MIakvLlfwa0QulLkQnsRSnSVaXzgRPpJV9Op_tMmpbCjIERd2E9-EpGSFZz3axtuIZZAtDrdv_Xgx4sAeynGdzWg3r4VK75c1lGwmk2eyuaeY6luKuWoNZ2rvWuFip4zPhMYuTvsPaSK0-ZT5I/4sl/_JCg6vKASNy_QBL7GAl3nw/h4/h001.Pkv94s_IAUdNfVanFzFSQV9NIpXJ6n8zEUQXpD0aUaE" target="_blank" rel="noopener noreferrer nofollow"><span>powering real-world robots</span></a> deployed at Audi. FLUX 3 Video is available now in early access. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AEAiM2nxfI4samLatKQRWIDNtK7h-xWiujIbq1ek7Ufbee-ic4vbHlffFHCS0DxjD6o-HVy_HKO7cvRIsetWCygTatGXXD7n0onCJYKOidJQxJP2fmWwzwc-0674hapBB9ppkjMZ8OvZeMi-cwYrGnWbMI5b5dN8ZcQrtRHxz4bnA2G70CoL6tcb3Y4YuvKaecZmDZLB4CeDuORl5ViuWmy_iF_HsAWAorqt_makK6-LXyZ3HnwMiwQfKr7pa2FV5w/4sl/_JCg6vKASNy_QBL7GAl3nw/h5/h001.SZYMKuyWwcBkAEYN-WvU08sRPB4HEIMK-7OY7Tj034U" target="_blank" rel="noopener noreferrer nofollow"><span>See what the model can create.</span></a></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>2. OpenAI and Anthropic make it easier to command agents with your voice:</b> You can now <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AN8WU5w_7U_DR8dtM3SOtDhMf-DXUPXgYfs6iCC4RT5FudUZmRSgGjITen-rXiIxBPpq_6AHB1ZFH5JqvDtzC_3P2DztHCvt_CwpxMTpdB37G6SS8-ojyTLErmdmKJQesBU8ZSSgAiKMnLDmZXTIkhrs5MDfNpz-bD4QziQLw1XbS-sGlbLaPiux6G9ELpFFcfWPsCb28yTWe4EnjK36QZfY3xjSNO-CXWKcnnlpt_qKU_iycR0rdmQhqKjS1dTBEw/4sl/_JCg6vKASNy_QBL7GAl3nw/h6/h001.3LEHJsNiYCueoimZ9jnKWit_PRvak0m6y7mkKp7aIo8" target="_blank" rel="noopener noreferrer nofollow"><span>direct agents on your computer</span></a> using ChatGPT’s desktop app, powered by the recently updated ChatGPT Voice. It’s available now on most paid plans on macOS and Windows. Anthropic also pushed an update: Claude’s voice mode now <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AEW7yDaydU2okEQ01_uNsdmvPhN2C57_pKPKVaMfBShf-M4b6xqL8DAOJQBISM2dyIM0Tl7f374Z5rZh6UikKf87Z8JiMcuD58vmcVHqC-dnbCVtag0g2BkYtT2OYxs8_0v-LmWFBQpECyrqqnbGWiBRrHBD-y61hIR4H8n2gRZC5JtAcAG_fzBUrMWNhKpypdz5-7PS7zSLkx34BOoqM9pVJDilg48dnSBhk3hQ6QRA4GWhMQV2V12lvfdC-e9szA/4sl/_JCg6vKASNy_QBL7GAl3nw/h7/h001.GK_w9ENOI1zkgzN5Flb_H7KQwC7hd-KFPCP5hUnfn5A" target="_blank" rel="noopener noreferrer nofollow"><span>runs on</span></a> Opus/Sonnet, giving the voice agent a higher level of reasoning. It can also connect to tools like your email or calendar mid-conversation. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>3. Health in ChatGPT gets a broader release to US customers:</b> <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1FxDUWkbNuPKPw5uRCpR2uGSpKdR5Oxsq71SiE3ETtdugCU8pYfLOOTZTVk76Yk4svfRnOYbukOgr0gm27pWdNQfK_Fi-qW4DGatKzoto7AQ3Vu0AOwJXePK2Sg9JKb_gBfZmy93RbJanK6GF6u7O2Amy7_8i95w8S-qn1JwYdi7lR6-gGXy_WZx-d_40qHZDA5632NT4UEWVHboggLfXlOBXjYXFtO-CyKURNPDej_bSU8mvHtHVlOUB88wri1b/4sl/_JCg6vKASNy_QBL7GAl3nw/h8/h001.JkHB1LdrCUniIEFLXsdRYmqIRof7XXA39-f4y6ZSOUY" target="_blank" rel="noopener noreferrer nofollow"><span>Health in ChatGPT</span></a> is getting a wider rollout after launching in January. The platform connects to Apple Health and other tools to offer personalized insights, like comparing old test results to new ones, summarizing appointments, or helping you navigate physical therapy after an injury. OpenAI says 300M people ask health-related questions each week, but stresses that AI is not a replacement for professional medical care. <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1FxDUWkbNuPKPw5uRCpR2uGSpKdR5Oxsq71SiE3ETtdugCU8pYfLOOTZTVk76Yk4ui4Qm6LjaX1q9xpnMV9Tlr3mFL4KUx5Dz57nklGGjICiITlQdNHRucveDrcxOJTtcUME_RiOmTOGdpvZ3rJT8gs7Q1Yu9jQRZXdyMpH6PM6JjT3pihe7zV_F-gSYbJ0xY0nS6LWyoMZugzyW2pMDfpco3e8pp0Q8OK5VhVRUsLfzrfbmmH0ML_fO2nnXtizX6c8w761x3Rg5HSB7gk9xWg/4sl/_JCg6vKASNy_QBL7GAl3nw/h9/h001.4ZjaHqlhSX4z6gC2CVh_GT5DXN7GSczAEBn4Kx7FMJ4" target="_blank" rel="noopener noreferrer nofollow"><span>Watch how it works</span></a>. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><i>Yesterday’s most-clicked story: </i><span style="font-size:16px;"><i>OpenAI launched </i></span><span style="font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1FxDUWkbNuPKPw5uRCpR2uGSpKdR5Oxsq71SiE3ETtc1mKNt2r64aD-uT-9YjtYOU16hpyZ8Y0YitBPnI6MRqP8Pd5uQtA9J5TCKeae6iKzb46HWDjZMUIJDbGFvvw4hCSUXEN9j6AKl6p0iwxqnBRjT2o5zC8JGKJ6Hj89Si-jD0FHfpgtydnpC7xGg0NKTOizE0Bnl1kYKwmM4KAlCiNGVGztD9EnLv0X9Ja6ztAp52eAUbI51D6j_QHMMnpU_hzplaNz7NHFIneOprgNP_w/4sl/_JCg6vKASNy_QBL7GAl3nw/h10/h001.YWI3TirGmoJUYM5ok_wWZEopEnjpbMOfs8YK5JM0vbM" target="_blank" rel="noopener noreferrer nofollow"><span><i>Presence</i></span></a></span><span style="font-size:16px;"><i>, a new platform that helps companies deploy voice and chat agents across their enterprise.</i></span></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><b>SPONSORED BY LANGCHAIN</b></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#333334;font-weight:Bold;padding:0px 0px;text-align:left;"><h2 style="color:#333334;font-weight:Bold;mso-line-height-alt:124.0%;"><span style="font-weight:700;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBGXMIBjMsF-jkxoGaR32txG3s0q1QRGKUvrxzOavfOpIfT6wWiijLbDENrc51z5_Hxvo3_XEHAx0_bqt-P8BmcKzltd2CRKw1V6Ed5bClMYUeOSCEdrUBBS0QNUIvc8694WveUvQ_GumbqNN7M5sPpE1HPZ51TE9LN4D8_9ivTHmBSe19yw6TByoPbhvewmBx6PHFlHscL29w17KTOeR7oYr0IDAbGcrqYWPQ3t9dEu0E2tugZ8PPVl0pubvdQSN-Nj77TL9q3OPW5qBDez_QyA/4sl/_JCg6vKASNy_QBL7GAl3nw/h11/h001.cr0kW7Zw0L1UZ4sxuxCCMDRDXK7fvPJPSGsLgMB0Kak" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: #333333;"><span style="color: #333333;">Agents underperforming? Here’s how to create a winning agent strategy</span></a></span></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBGXMIBjMsF-jkxoGaR32txG3s0q1QRGKUvrxzOavfOpIfT6wWiijLbDENrc51z5_Hxvo3_XEHAx0_bqt-P8BmcKzltd2CRKw1V6Ed5bClMYUeOSCEdrUBBS0QNUIvc8694WveUvQ_GumbqNN7M5sPpE1HPZ51TE9LN4D8_9ivTHmBSe19yw6TByoPbhvewmBx9glqSOh-laW4HNpDPdXivIU-Q2Yg8SrvFy6G1aIqC62nEI0KBIUoHH0_jztP5HJXjrR3JcEHedhZSzGKDV-dLs/4sl/_JCg6vKASNy_QBL7GAl3nw/h12/h001.K0lbFKT6rVLoAigDM9xtN4Fz21_yFTYLcLKUiLBhP4A" 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/0349c3c5-c79c-43b1-a19b-5d6f6d070edb/Agentic_Operating_Model_1200x628__1__-_Caitlin_Kyber__1_.jpg?t=1784825677" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Shipping agents to production is the easy part. Keeping them reliable, governable, and improving over time is where most enterprise AI programs stall. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-weight:700;"><b>How do top teams do it? </b></span>They use an <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBGXMIBjMsF-jkxoGaR32txG3s0q1QRGKUvrxzOavfOpIfT6wWiijLbDENrc51z5_Hxvo3_XEHAx0_bqt-P8BmcKzltd2CRKw1V6Ed5bClMYUeOSCEdrUBBS0QNUIvc8694WveUvQ_GumbqNN7M5sPpE1HPZ51TE9LN4D8_9ivTHmBSe19yw6TByoPbhvewmBx4iXnAk7DvK2dehscmz70u4qufy-qQpnge5bbimHhNsyJqP7y9Pkt4YHUbCVfGcFaPxdoCnzDrjdy9cuRtd8T1k/4sl/_JCg6vKASNy_QBL7GAl3nw/h13/h001.nlLrfcjthtuV0cXgYbo2Ddj7eVzLgzhplylMmjBpIf0" target="_blank" rel="noopener noreferrer nofollow"><span>Agentic Operating Model (AOM)</span></a></b>, a step-by-step framework for aligning people, process, and technology so enterprise agents improve as they scale. </p></td></tr><tr><td style="padding-bottom:15px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !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;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBGXMIBjMsF-jkxoGaR32txG3s0q1QRGKUvrxzOavfOpIfT6wWiijLbDENrc51z5_Hxvo3_XEHAx0_bqt-P8BmcKzltd2CRKw1V6Ed5bClMYUeOSCEdrUBBS0QNUIvc8694WveUvQ_GumbqNN7M5sPpE1HPZ51TE9LN4D8_9ivTHmBSe19yw6TByoPbhvewmBx88IP9ovvS1TzzguQb2yjWKwvxi0XakvTOcV7qWyecE_CGW1KN_JivWtniQ9gd3TNbI-qXv4dJXi89ZYQ6-OA3g/4sl/_JCg6vKASNy_QBL7GAl3nw/h14/h001.Hb_8u68X26I6wJP93OXUpiOLjvSTkVzGHoDL06tTz2k" target="_blank" rel="noopener noreferrer nofollow"><span>Why AI agents don't break like traditional software</span></a></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> The engineering stack that covers the entire agent lifecycle </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Shifting from "build and deploy" to "operate and continuously improve" </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBGXMIBjMsF-jkxoGaR32txG3s0q1QRGKUvrxzOavfOpIfT6wWiijLbDENrc51z5_Hxvo3_XEHAx0_bqt-P8BmcKzltd2CRKw1V6Ed5bClMYUeOSCEdrUBBS0QNUIvc8694WveUvQ_GumbqNN7M5sPpE1HPZ51TE9LN4D8_9ivTHmBSe19yw6TByoPbhvewmBx8UuYEEF1vp_kIL2L038pHyG2l5Rky-8UzmTZ99USrr9_A6cLYUq6kshqVx01G0HL_Qs7XKUft-sTdRQRQ3EYL4/4sl/_JCg6vKASNy_QBL7GAl3nw/h15/h001.O4zPHjWQuTz-9fCNkRAjgZw_KTRabzkC5_jzjWnK_mg" target="_blank" rel="noopener noreferrer nofollow"><span>Download LangChain’s guide to learn how.</span></a></b></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(0, 138, 55);font-weight:400;"><b>THE FRIDAY FOUR</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#333334;font-weight:Bold;padding:0px 0px;text-align:left;"><h2 style="color:#333334;font-weight:Bold;mso-line-height-alt:124.0%;"><b>In case you missed them: this week’s biggest stories</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><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/dccc4459-c7b4-4d11-be05-d5fcaaec3b1d/superhumanteam_A_robot_drinking_coffee_and_reading_the_newspa_8010f598-a6b5-4df1-ba30-392eb4febc94_1.jpg?t=1784831778" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 1px 1px 10px;"><p>Made with Midjourney</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Claude Fable 5 and GPT-5.6 Sol continued to push AI’s limits. </b>Claude Fable 5 <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3ALHLkFrS3NRa9Q7HrcbnW1SRsBxhGWO4RIOKIw_odnGDXdb7Jgci6jULYWNng9M-AdKJgi-7R-tBmTwXue56U176B2pJs_xQnxuyntXc8cmBQ271KLtcfMP82HDKWKbxGbYTcVtWWFfLFnrelBawbU67qOXCmFcCQP6b5-Dq43BZ14vKMWAZADLoyuPJzk9gf_KbUsaxPHlGVrK_MK2PlOv3nQ0D_wRhTAkwQfiUmc_D6S7wzu76aYAWhHJEg2NEDw/4sl/_JCg6vKASNy_QBL7GAl3nw/h16/h001.Z6r7RKATklx_EtfIMEGZ4rEdR3fl22flH2W43yitbec" target="_blank" rel="noopener noreferrer nofollow"><span>helped</span></a> mathematician Levent Alpöge find a counterexample for a math problem that’s stumped human researchers for nearly a century: the Jacobian Conjecture. <span style="background-color:rgb(255, 255, 255);">Meanwhile — in another unprecedented event — OpenAI’s GPT-5.6 Sol autonomously </span><span style="background-color:rgb(255, 255, 255);"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.BNPWZ3gCcPG5-h6IoRxOditPicJ_C_TvLzhBB5a0HtVdKbc-v664J4Gi2EKRuopYJSPxOIepZobuAAPjWKfi7hDPuWpGt_Q9bB68v5v9D4CU5R9-r_D8kTCEXI8YucxJnxFDs3Lg0Z-6waclP-v1ueAH9EK2pEJ7vjX6ZVFESd3mptClEKm5_6Fytpjn6YKvUqQF_6zQMgnk84Yqt4eniK0bPWhZBVSediW9kagzLiJvCX8E24nD4Wgsl6y5NxgE-DSC3517k5zq-ZmTWaDWQj80XJQSFI-hR9WBGoqodmroZelln7Ah-fw44KM0xkmzHL6J9Rop4dldQC56tIWhapwoLhqmaBlOdu06ZyABg4ErShUbN2G15e6kJAZgvgd4867j-ydMteH-La9h0mDa_fekxTMxkpQEbAbmgjsjriT9dBkslBObpk0tpKuTCgq1Sx6RcWF9FAnQ-ChEimn2p6UDgOEA2ITziGkpjfdE3rKHi2kfKQ_HGRYnLb-531dnhx8F79oVsrVYqzwn1MQ5-YP2qyN-uBRq_2BihiEDuukmIp5FH0f-3BBkqlzfVPzodEwA7bdb9jh_bkqjaOEwMOYrmi3ME8Gg_ewSOsfg3tWdBFIMj6aUluoRbMIVSdt8mEcXge3l09PVZOPkpmYIhPe9817NBNdqsLJ1DEes6vhtDgU_0sNlINFXdR3wzM9yvwhJ-QrjF2-5fRTB4AeYud1WyVDqXGIkPeE1ZATbQr-_Uojw5IP539ALIl6sDtxG454egA2wr7txVU6DB8J_0KRVpMCYiEE1dn5jJLpQgI2cP7eVj17g30i994E-LsMP1wMm1ijTU-nuQEjegeN-sA/4sl/_JCg6vKASNy_QBL7GAl3nw/h17/h001.yZZXlZ_IElNFenKU9V8LoMxDfigFCyvs5NQFW4GnsNM" target="_blank" rel="noopener noreferrer nofollow"><span>broke out</span></a></span><span style="background-color:rgb(255, 255, 255);"> of a closed environment during a training session to hack the AI community, Hugging Face. </span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>The White House accused a Chinese lab of copying Anthropic's models.</b> Michael Kratsios, the administration's top technology advisor, <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AGw9V-CcC32_EbEh73s9UZEk3BKhKfJEjdlvzqZs8x0OBQIMDBUDqpiUZF4qxlkenr_iTCq_KgKXLCHYu2xWgWIffgJVV6x4CsnxbWOWjfy54g7in7RCr0cpv5lUjZ1Co4SccjPXY8KnbX9URsv73uLjz2LqHMM5Qr5bI8UsIDUoEc5C34tJiDXvHP5Sdf4ZBabQXvpEsubWCDaoNSD5_MR_PG8enSuaR7PAFgXUDz4jc20ckBwEfVGccLzXMQLUDA/4sl/_JCg6vKASNy_QBL7GAl3nw/h18/h001.fONsk3l5YTLKZfS_AsBW5gJ1X9kBja5gZisnHYAQyKk" target="_blank" rel="noopener noreferrer nofollow"><span>called out</span></a> Moonshot AI for allegedly distilling US models to mimic their performance in its own products. The accusation comes as Chinese models have increasingly matched US leaders on top benchmarks. Critics have pointed out the irony, as many US models were built on scraped data. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Google posted strong Q2 earnings and released three new models. </b>Alphabet’s revenue <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLIgZWniGueKFVcS8_g17DDVGFcbQ33ZbczOcYgmGXeGCdOldOMqHsNJdR4Bxn5U3GZbN7xlBH7GCiZ0ExxEpWSQFvPQIk7MCox1mNJtYW8La4CnqUyBrrS1iaAox29AfrGmFYjcMQtDwyw9IS0FaFekbfMLwbMUyn1r8mfpRJxomXdCdPpBFeR6wJV-9zkaot4w358-vjq376rWT8H-sQUpDBO4sWbmSJQrv1woxLLJq3VWx9XaJRjTsF_hRhXa5l3O1PtLLQ41Ll0iInqaydrSqPVZBCJZiYbTVRraIGucBF2jNGF8VDDEHwdpBD4m5E5g/4sl/_JCg6vKASNy_QBL7GAl3nw/h19/h001.MKwgas9VGJsV0JWkAB1leGSArDN7OCxeDOaJPmfoq-g" target="_blank" rel="noopener noreferrer nofollow"><span>jumped</span></a> 24% to $119.8B, while cloud revenue soared 82% to $24.8B. That’s a positive sign that Big Tech’s massive AI infrastructure spending is translating to revenue gains, at least for now. Google also shipped <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.eAC7AlRM5Xq42mX9yhoVPtssO9xBMa2F1ExObBVCODNkKBCKMzeLIiZqrhe06n4vWDmg4aTPdMd-GOZh5CPY6P8Ajd9pcd2BGc7tXwbzd7wSj5k9kvTfGtJ3j4HgEIbXa4R2pso53iiqoR7psoM1Xohb02Eb1Ggz-fM9lsW_dhPrA9sRhivxAmwlftyu9OncxmApkibLj0O7YW9JDq-P94qIyNyeVGJqqXhUf_nCxqxjfVNmGy5aZ6FE_YenSonPcl7BtlEf1HEt8auWp9u7AIb48VshMug6iHcJJbcHXJ5-enBBD2k6CRyU_H3p3WDUYzh8xVTnuXI0FfyUieCgqnLSxWGmAOR_oxt4vaTbjj5s3C_qV-DPfrDmahGpzHQy/4sl/_JCg6vKASNy_QBL7GAl3nw/h20/h001.GviZhJpFW7uZ0MFnU1hOQh6VTNY2jMtIhlWVdmGJitY" target="_blank" rel="noopener noreferrer nofollow"><span>three new models</span></a> designed to make agents cheaper and more dependable: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>Decart brought AI editing features to live video.</b> The startup's latest model, Lucy 2.5, can <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.c3bwGki9gHo3r1zoMYsk5AO6gPG46peoVANDApZCojfatBOgPHqeXIlL8YW0y9E4AfS_GJfxJWsxFmio40fJmVG14v6lPFEa9odt4zxg05tFmm-4vpgZIwt0wff-iQS6sjoKNTlA-BZmdDx-0DzsupknLQBDKCcdVLqvVYAY8cyJTlloEHk-HoxMlfQxZoS28ySatYcLzNt5dxEnWzmzczdmsa25ins8gtvsWIf2LEw/4sl/_JCg6vKASNy_QBL7GAl3nw/h21/h001.WVRZiHhXEcjabbH_WY_UDVRPFf1KuaIhshr9XuQcUmM" target="_blank" rel="noopener noreferrer nofollow"><span>edit footage in real time</span></a> with minimal lag. It lets you add or remove objects, change the visual style, or layer in effects as the camera rolls. The <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AM9arFSvG5qNnMHKqbe6cJKhluLFePjJIClUf_vcYysEgn6LGUlxxjnqzqK4vgAyEZzVf_cVQ9Lxfp49Qo1Ayf2GSBqeoTaUfpTFEp62TyDWMAjUERyemRj4XcpZBwqhIXCPn53-rensCzyiHY4CILLzY2MUuSim_aSszNrHEybKqQrb5YmNBfaZrgJj3-IBVEXYz8qpSj8HLM-f4aiPzvvhGCT092LBWVxZEmBCrBYJR_o0L1ozTc0c1vvuGvZVug/4sl/_JCg6vKASNy_QBL7GAl3nw/h22/h001.MU95W6b-NeehRVTK0sVQXbd-PtpPemU5kIYqBs8sykc" target="_blank" rel="noopener noreferrer nofollow"><span>explainer video</span></a> went viral (4M views) and signals a future where live broadcasts could carry the same visual polish as post-produced film. </p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(0, 138, 55);font-weight:400;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#333334;font-weight:Bold;padding:0px 0px;text-align:left;"><h2 style="color:#333334;font-weight:Bold;mso-line-height-alt:124.0%;"><b>What’s trending on socials & headlines today</b></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><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/c452af65-bca7-494b-979d-44cb4e0c217a/Screenshot_2026-07-23_at_2.47.19_PM.jpg?t=1784836118" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 1px 1px 10px;"><p>Meme of the day</p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🤯<b> Making History</b>: AI is getting mighty close to solving math. <span style="background-color:rgba(0, 0, 0, 0);">Shouqiao Wang just </span><span style="background-color:rgba(0, 0, 0, 0);"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3ABoTGwqkfpTZTOvHvLNJbEX-2EjZ8t-7ju1gPETSm8UEf6DyTL0KhWcSv2bhzCZGiIWEvqCG6h6WLL9eqo71pwIskXzEz2azcHPt4a1kI1f9of78MWysuFYcNP4gBhvK5JzXdYq8QHHkNkFjJb3MhP563449fPttesXjxtH8c3LRtFsdFqofsw4v9T62ak9JWsS6w1b-QeFVU_I74a1fPUx6DAn7KLj4X3PVLI-O6tTWjDGsAapXEUXS0t1g7DG0zA/4sl/_JCg6vKASNy_QBL7GAl3nw/h23/h001.1a4EHxTywsFn1810eTPb86bPxXp-iDAax-lV_xm2YM0" target="_blank" rel="noopener noreferrer nofollow"><span>solved </span></a></span><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3ABoTGwqkfpTZTOvHvLNJbEX-2EjZ8t-7ju1gPETSm8UEf6DyTL0KhWcSv2bhzCZGiIWEvqCG6h6WLL9eqo71pwIskXzEz2azcHPt4a1kI1f9of78MWysuFYcNP4gBhvK5JzXdYq8QHHkNkFjJb3MhP563449fPttesXjxtH8c3LRtFsdFqofsw4v9T62ak9JWvQ77Cg3EsokZXZDl9MohoZZNQNGEXKrYmmSrgAmp_g1MCKuaFxdYXzuSjffmo_D0w/4sl/_JCg6vKASNy_QBL7GAl3nw/h24/h001.tsYj28E4fgvQGz7kuqkXfs8jPvpOIGhHWUunDFmX8B0" target="_blank" rel="noopener noreferrer nofollow"><span>6 open Erdős problems</span></a> in 5 days, while Dmitry Rybin <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AFBS5KutSfN6EqM8JjQtmHznJ123LZIdVWphZBZTLmt_5J_vmw8Tiz1G7i33_sfE-1S56q4kgYsk3ppwBfWBuI-argbcu8WdL2mXksRWYv5P1VG0v9wE0Nf3_ZNvDx-m0oF-eKz464HNBw94H0_k6rCVTafvuVJ0TNYO41Gyn-3MDBfPEzDBS2ZBLzFMzrsRAJt_X5BG-PX-EbdVHhaNEffA1IqlpixeNqG2FRyB67FqDt_EOpfME1JESTtkjE0nqQ/4sl/_JCg6vKASNy_QBL7GAl3nw/h25/h001.STOy_zTXWYcCXqNAVBbxQ2cX61YZFvMriFeb2p_zHNs" target="_blank" rel="noopener noreferrer nofollow"><span>bested</span></a> the Dinitz-Garg-Goemans conjecture — and they did it with <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3ANosY8Yp1EoSbWgZo_bvY-zpx-UAB9AYZR47KJk-7oSTD8eVPK2SWzAlwEI3Eciwtn-xjm7DpqFiHS6IHbPRmz3uPc8AittRTtPyRRQTpzJlwynZTFkrndO7-yZ4nIMdPHdxWaI2V-cwBV9KAbUSS_Hi2WhXR9JdHTEnVN1P089SD0tSQkmlSW-J5CGyTnozFPAU7gBtdnDqmNhWMDfDwbxAFjjkjUFHsAStTWrWjJ7kCKK8Uxy59rUVrKRWVx2RgA/4sl/_JCg6vKASNy_QBL7GAl3nw/h26/h001.BnjDOo9qv7gkRG66BnUnL32dRdIrPutcXgQry1rONDQ" target="_blank" rel="noopener noreferrer nofollow"><span>shockingly simple</span></a> prompts. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🤖<b> OpenWorker: </b>Andrew Ng rolled out <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.1FxDUWkbNuPKPw5uRCpR2jJ5yXJeYEzZRYetZt4Og27H4PZopLzODiyLALKO0W0vA62iFdn5rD0jhHL79QzOi4c3YMRahx-8C-5In_BsRJkERta9RmEHDLRo1LHy1F7tS6Vr1IvvXXSMCYTmWV1Spvj98FNecfL434WQjD4d9pns33T6TEGWA-N_WRG9YR1XGrhgHsBpWeaGjeQqfBZjVPOLyNuZWgwhGWk1b0lhLxE/4sl/_JCg6vKASNy_QBL7GAl3nw/h27/h001.RsA-EKFq8fTmkBt19qdkIK2IewEMgf6jqh-ilWcqfys" target="_blank" rel="noopener noreferrer nofollow"><span>OpenWorker</span></a>, an open-source AI assistant that can handle tasks across your desktop and lets you easily swap between LLMs to prevent vendor lock-in (5K bookmarks). </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 😅<b> Nightmare Fuel: </b>These throwback clips show <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgB2kjqHXMADK5zI4B0poN6jFwXx5MdWMVGrkPJiojddJq1oNgKi7CzkWCyCu4J2nuOon5qbS9Gt0L7sHcBd1YMN18uB_KB0gPFBL_YZV4fLwwSKWScgvL1YsE06UM2xF1oZr4QOpiliV6xuJ2cyNLOVo4y00a37B7rqQvtnLIzB9qJwUKZKFOOfe734_toKjlS9jWikNyj2OT71uR5Dp61doHTO3-avi_y2Msyrunx2wYxBLIC2TI8ODz4ud3-4xuG_X5eWAl4r5vEkGCjYeKS8ZVv_linKegv3-YxPWu0WGjQO78KYL4Bxdgka588Rsug/4sl/_JCg6vKASNy_QBL7GAl3nw/h28/h001.PN4j90g2Ebd4UulibJ0_6HJNEOAyHy4x3Z5drF9tNgM" target="_blank" rel="noopener noreferrer nofollow"><span>just how much</span></a> AI video has improved since 2023. A top comment calls them “a bit horrifying” in retrospect (3K upvotes). </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 🍎<b> Redefining Education:</b> An <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.LDkxbMa7NCxUGG7E2Yh3AMlsEbHQkAJuzcad6JVOch2dZOuaoJzJJHnHBcv6cPk5wFaqovcuV_baqKOqfspwHdZQarm2nZ85n7kEq5jJRioK-6k8vjEhr1qoLNJ9VTGRv6T-jWNrBMxJHu_gZ5pbRp-4GbANfqs-60fSA5f-mB-1LvCtsed_9hlG_SCn9snCzlTg3dE_0kIrBn3wqY957ZqUKoyZbU8y7nZJip0_GBjIqCZv07loINtt1ArpwbkJoFSBmPcRMNOYO3mcpO4sBA/4sl/_JCg6vKASNy_QBL7GAl3nw/h29/h001.SyLNE9MgSEbbahDAxDQvCkmpxLQIeM-Nk87iwRCvkEk" target="_blank" rel="noopener noreferrer nofollow"><span>AI-powered white board</span></a> has racked up 5M views for the impressive way it spins up custom graphs and visualizations on the fly. The product demo offers a glimpse into what education might look like in the AI era. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> 😆<b> You’re Absolutely Right:</b> The internet has finally coined a name for AI’s speech pattern that we all recognize instantly — <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgB2kjqHXMADK5zI4B0poN6jFwXx5MdWMVGrkPJiojddJrGUd4WbTwOBQeEiGB9-vSIwa6jGByxqHVSYwoM5ipuvNGMvtIFvQ9v3m07O9S62zgc1dkuBAy0JegJ1dKuA0i9LjnCIho2ltynTGJZ6RnhJ1OKxwjDodmYQFujV-MOhRAWwK3oenpbWyNYGcyo06DRIrlSCrFhwxcb1ZySSqQv08h5hf4poidsGH9deOsBHGUomomCnJz3q7hAMkmwLr5uwXY6zsScCKRm_JN0Pf6CwtEegmroogOEnEZou2lVCzPeAsuPGVHrwpIGihncdIVg/4sl/_JCg6vKASNy_QBL7GAl3nw/h30/h001.Jsz-DT1OckE8WOGlfrBQVGQK87lhPmGD997yK0jKgc0" target="_blank" rel="noopener noreferrer nofollow"><span>confidently useless.</span></a></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><span style="font-weight:400;"><b>SPONSORED BY CLARINET</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#333334;font-weight:Bold;padding:0px 0px;text-align:left;"><h2 style="color:#333334;font-weight:Bold;mso-line-height-alt:124.0%;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLInEuSzsoDR-AaQRD_Egww4xWn_KJ_fRYWQk7JGEpLsU6pz4QRREfRiBKVN_S8lBHq4XZrZOdcVqJzPpSsHfguxQKcfYvGsbPQeE1RG6vrCHZZFBWfi0nLM2eo0j3OklGVqzcRKJiLheb4wrAUPwJ-yI/4sl/_JCg6vKASNy_QBL7GAl3nw/h31/h001.1aUDoC8agKE_kC0OFpo-aivGvrCQVu4hHpvqyxQD0ac" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: #333333;"><span style="color: #333333;">People teams have been rolling out AI all year. Here's what's sticking.</span></a></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLInEuSzsoDR-AaQRD_Egww4xWn_KJ_fRYWQk7JGEpLsU6pz4QRREfRiBKVN_S8lBHq4XZrZOdcVqJzPpSsHfguxQ-yi6XEGVC1nF5e-ePj6culOiBYdJ5LdBXUGZx-mZsgQKaSQH_UOOAYOSEwJSJvks/4sl/_JCg6vKASNy_QBL7GAl3nw/h32/h001.4T7XdWNSkBfhBf0AY-0P1HGgDUA72ukzCIgPfoIpOf4" 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/8c2e7f4f-f6e2-4384-864b-7c4afe8b841f/Superhuman_-_State_of_AI_-_Alexis_Croswell__1_.jpg?t=1784825977" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:rgb(255, 255, 255);">That's one finding from Clarinet's mid-year State of AI report: what's working with AI in the People function, what's stalling, and what to watch in H2. </span><span style="color:inherit;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLInEuSzsoDR-AaQRD_Egww4xWn_KJ_fRYWQk7JGEpLsU6pz4QRREfRiBKVN_S8lBHq4XZrZOdcVqJzPpSsHfguxS-96LEEfPCaVXlfve35lRAQIiiEoHre-VqGab84tUOtysaYMBaM8bwaddXNV-LxD0/4sl/_JCg6vKASNy_QBL7GAl3nw/h33/h001.KrW-Vj-fHlwu_yNE5ZAg6O-m1gJo9F2_4fcVs1H6vmk" target="_blank" rel="noopener noreferrer nofollow"><span><span style="text-decoration:underline;">Built from 200+ leaders</span></span></a></span><span style="background-color:rgb(255, 255, 255);"> with real-world expert advice.</span><br><br><span style="color:inherit;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZjfK3To3aUCywjwu8AcLInEuSzsoDR-AaQRD_Egww4xWn_KJ_fRYWQk7JGEpLsU6pz4QRREfRiBKVN_S8lBHq4XZrZOdcVqJzPpSsHfguxQTlFQ-NnXDTJNzOiWbNr_NvzFkGiBe3KeuiYf7MfkYtHQd_udQ5tHm7TfMnkJScOU/4sl/_JCg6vKASNy_QBL7GAl3nw/h34/h001.O97-WHjDBVsrB5NkTl8vPEAXwn6mQBqSi3PAbmiHT8g" target="_blank" rel="noopener noreferrer nofollow"><span><span style="text-decoration:underline;"><b>Get the report</b></span></span></a></span></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(0, 138, 55);font-weight:400;"><b>PRODUCTIVITY</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><img 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style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !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><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgBPuXtfEwA76gk40e0djeZNv8O5eago-9BE0OTBOOk2qLIV7fC278ik_cb7dBd6TiTJj7bZZXlBJeDVUOyjrk55ojBpnknDdS4H5sWNwnhQfeunqrbVwr5UPJ70tb-ADANegd1ngQK4EMP6pHlwLQNr3yrkBeWq1y8K1b8DS_bSl0QQ252O-ehyA59jcu4BNbw_LtCrgMCmdxDL3O7XKcO8RbyNBM_pG0OkJiVIpygG9O4XVGWj_aguas_WeJZQ_JwQ2RCE89dw-ezIeg8DfeBtfOT40mOkd6Ptde5HlTRVLyY3R_dSnRYTN8rai3rH85g5JH1NJ9xZDTlsabiMp9-FUKfta3WiY25xIiYjOGxDW3qIZYIpi6wNClwuLylsIDA/4sl/_JCg6vKASNy_QBL7GAl3nw/h35/h001.CzuEVyaDF0IfJKsR-3G6IlbsGTobibm_6o_0Mho3sbc" target="_blank" rel="noopener noreferrer nofollow"><span>Prisma Browser for Business</span></a></b><b>*</b>: Secure your team’s browser. Block phishing, scams, ransomware, risky sites, and sensitive data exposure </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> 🔎 <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgDvGj3r3LONL1bKi6h5E68W6wO5cm6ynJkAV2wkbOnajxjoDxvQ3J_S76cxQ6oKkPdrTDM1JQ7vGL6VS2JCFTXGfGKP4Dz3Rtsy0TZnmmq63c8d17QY6qzkne9QE7jHKiC7ZQmxHQHXl0B8m1U8N8LU6ItCv6e-x4rJkmhY0enOf7kQlIWBDc7kt78mu4s0SaRsz1bDNLHs_AAkf3jwZF_I/4sl/_JCg6vKASNy_QBL7GAl3nw/h36/h001.V3iOp1WrfruO3WQUBoE2Qs9-ZC998m-Ks6UbrvOHHHE" target="_blank" rel="noopener noreferrer nofollow"><span>AnySearch</span></a></b>: Get structured real-time search from trusted sources. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> 🌐 <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.REEmffLvQfqR5rBh584YBCNliQybNJCKIpiVNh_oQoccnaNRcZFHFENnuCLSGw7JnzATQstqHBGXYC-d0mVrSxdcUzL8rlDnuYL_EXZoVIqR_bzkrPYsfeK7VrBmYRlnSbgibke6M1cca31j0cEXB72LxvWkelecxDIOgvRSzN2K1KA6YyL472R-D_EsYUmUCn3GZOnnZibIGUWC6eeyeRGkEDLsfTb_z1qJmildsnI/4sl/_JCg6vKASNy_QBL7GAl3nw/h37/h001.gqbC8V1ABntEfMdlsfAeb3x64kqKOej8vWII5rZeqyI" target="_blank" rel="noopener noreferrer nofollow"><span>isvisible</span></a></b>: Enter your URL and get visibility report for your site in seconds. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> 🤖 <b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgDkRRg5TAg-hyaZBGmbU1Mx4AN-oWlLkyx1S_xz7QLllyBA-uRyeA2BD1HXk3Mao6WV9pDv6oANHMIZKiw0oWlOwQA0EGuT_lm_lzlIQG8aU7lqVoRZnzRRk5YaUtZwFmwSr1vL2Tse_L_yKEANZxC-6avMR0nF0g_331UhQR5mYmuKZLYfXjCtD4Sh6QPpz5dO0iPx0cU8M5rqq2wR1avY/4sl/_JCg6vKASNy_QBL7GAl3nw/h38/h001.XNE1XtK2cNQgekdIbE_5aRVhtAq5UeXLmxFhOARHJnk" target="_blank" rel="noopener noreferrer nofollow"><span>Context</span></a></b>: Scrape any URL, crawl an entire website, and extract structured data. </p></li></ul></div></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(0, 138, 55);font-weight:400;"><b>TUTORIAL</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#333334;font-weight:Bold;padding:0px 0px;text-align:left;"><h2 style="color:#333334;font-weight:Bold;mso-line-height-alt:124.0%;"><span style="font-size:22px;font-weight:600;"><b>How to evaluate business ideas quickly with AI</b></span></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><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/cd72a589-3470-464b-8422-afe3d13266e6/image.png?t=1784830493" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td style="padding-bottom:15px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !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;"><span style="font-family:inherit;font-size:16px;">Go to </span><span style="font-family:inherit;font-size:16px;"><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgFJzfieDfRgr0_O-STyV-d8vOHyK4fpBypSE9WSTBC7GRm2068A-1eJeCC8EPGYG5pls60Z1OGzZoPu3mKH74730-ui1GVUpKbMCp09uCbuAW2GpUkxhOoLdRRURlCGZrvK0Zz3qWYzOTRJMdDfqc_A0cd2XOtBgZCL9F1QSJVrlJZQSSHD75YgEGpl8pWLjOBEPpncN7OxTEaB6Agq4Bys/4sl/_JCg6vKASNy_QBL7GAl3nw/h39/h001.IQJwAFHaWXIPNIBZv637iVU7Qu77uol2jtotafTcYUI" target="_blank" rel="noopener noreferrer nofollow"><span>Perplexity</span></a></span><span style="font-family:inherit;font-size:16px;"> (or any other chatbot) and sign in</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-family:inherit;font-size:16px;">Click + > Deep Research > enter your prompt</span></p></li></ul></div></td></tr><tr><td align="center" valign="top" style="padding:12px 4px 12px 4px;" class="dd"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center" class="d2" style="background-color:#FFFFFC;border-color:#008A37;border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 2px;"><tr><td align="center" valign="top" style="padding:7px 12px 7px 12px;" class="dd"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="left" valign="top" class="i2"><p style="color:#333333;font-weight:400;margin:0px;text-align:left;"><i><b>Sample Prompt</b></i><i>: I'm evaluating this startup idea: [paste idea]. Act like a top-tier VC and startup operator, and create a concise 10-slide investment-style analysis that determines whether this idea is worth pursuing. Cover the market opportunity (TAM/SAM/SOM), ICP and pain point, competitors and pricing, market trends, SWOT analysis, product differentiation, V1 build cost and tooling stack, ideal founding team, GTM strategy for the first 100 customers, biggest risks, and a 30/60/90-day roadmap. Use modern visual presentation style with charts, tables, and concise executive-level insights instead of long paragraphs. Quantify assumptions where possible, include contrarian risks and reasons the idea may fail, cite every important claim using recent sources from the last 12 months, and end with a brutally honest Green/Yellow/Red verdict on whether a founder should spend the next 5 years building this.</i></p></td></tr></table></td></tr></table></td></tr><tr><td style="padding-bottom:15px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !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;"><span style="font-family:inherit;font-size:16px;">You’ll get detailed analysis of your business idea within minutes</span></p></li></ul></div></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(0, 138, 55);font-weight:400;"><b>FRIDAY FUN</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#333334;font-weight:Bold;padding:0px 0px;text-align:left;"><h2 style="color:#333334;font-weight:Bold;mso-line-height-alt:124.0%;"></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:0.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:640px;"><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/6f3127b8-c986-447e-9616-3869dc1b8596/image.png?t=1784830648" alt="" height="auto" width="640" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="e" align="left" valign="top" style="padding:0px 0px 15px;"><h3 style="">Which one is AI generated?</h3></td></tr><tr><td class="ee e " style="padding:0px 0px 0px;"><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-qigySh3hAoVuoVNaPnGUmVOOa5l-tLTRmqqpvjpgu2K8jO661nEVRDkA0JzC-rojKGlwX5C2Fz45atvkh-z-1KCDd0HjX-rGwliEcKVXql0gKNojaX4SZUGhqZQ53mKyI0cwfr6bV1pXWgXtgeY0V48LusXMItWlAMjMBoSwoO1FTwSsZO53Vuw3JJOPBMbaQr8E9iDIxq7QZ33keFThfJyZdz8BKeXvyWT4gUbUeCVD0r-M5kuI5ax_sX_nWvKl9_NMLnrBIXzrUF8OsKkzEQFmO4ZqxG8Kv0lOoRf4lTuCHvf1LMqavRVx-ieRk3N6Rpns3XUdhZ4pgbZryAvWLJcdG0Flyi3MNM73PQTgl8CKzHBN-HAkazkAB4EgI-_yqv1HkqoTIT8uCr0tRpfdCdJvhu76YzWProxk30Nkwnw9mEykEn1yBfS0FLIcSHUdvXrPfL-PKhhibW81GaDXwo1U3bVpy7I2v2HCQb43z4oHrvqY9k84t_syn6zwKsX9l3_3fOkojWDKYemPbJ5s8Rr_Z2FIl1-_hV1BteAx2-bX7CxnZMPPRypRvWrGge8wn38moOkeQixVbSH4vh_klYxZltfBdQ77Mnx9ZkqqljAEg0zTyJig7DWz3uwJg7EVK4DsX4ZkNXwp059KtfJp6kmpVQgDYfVXA76OWGuXJVIfuSvWk30mzWDzz-9YYBXWx7BVbszg1oUIlUon5wFq2asz9zKxy5Tzvrrc236OhV-iiHYoGtJ76tkgSsFeU2MGjXhXbt2r74KSnZ46VPIZr0l3ZiRjFzlzHsNPNot5yiltQAeDyzaaczPNqX8SIt3gzrJf2C31ONCYtXJsheMWSxQJxTao9TY6snFn3fUZdYa7NEtE5NcajG0Vy9EGM0X2wvKs_tmcdlHOwHKkCzb5qqcutdVzXl-6Eu_lm2q17QgwTFQ0QcvW8RddoDDWeKPP_YWHsLXJXYyPZEVX35jnUq0uAH_7YS19WwqDjEEWhJJ4BQ2NADAGsffLk3HgPOg/4sl/_JCg6vKASNy_QBL7GAl3nw/h40/h001.2yKpb4vXu63DB7g15iIwpGJsqwQVilaKjpVnfVaz4gw"><p style="font-size:14px;color:inherit;"> Image A </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-qigySh3hAoVuoVNaPnGUmVOOa5l-tLTRmqqpvjpgu2K8jO661nEVRDkA0JzC-rojKGlwX5C2Fz45atvkh-z9GmNfkLGiz7zcUVA9cpn4Uk7uKMdJLA1-lZXmkYgx7Q2J6mwHvPFE1vh5qSkdhunHPjo5MxyNFW996ZQI-MZHt63XUtI-rMkJ6U5QY07Abb5iU8S33D5MPffcJ-qIDQIn3AwMhs_R1kLTGWpmSLtvFxaRwIvWXJ8eEmAYuX1exzJN6W8aDnKRHselA9v0CTlK0kfKn7aLAKScG6FZQXw6GQKHB0UVLm5V3euuUz4ueWm6tH9wvw2cyD_KJZJURctRTzCbb5XxKrurTGCzCCEFF0hqOkUjFqY891TyvbemkdWWBxO4yvnBMh8QJQ560E8mBUl1ZZarOfETgle7bIAyDc-8G08i7KpXbXh3FaBZmKLGVehTIgQ39cJpbzwEnG7VP7s3x3qKnEs_azy33y0hqSpSe-rAT2yv6zWZnG1phZMvdsriZvy78WQNCckPoUoXgyyeLbM8v3gPSpLxi7Raetw9ESFAxtVA9cRmPDdIhBNnfpvlPNlncO7aEZqqhGFu3gM5hAN7-Ir_9_yW3wVKnwoutlVSwu5Mw4FFoVDYZ_R3tgBaKX5c9x5wGjIO00zaIfdMEs1JhgFk5uv_s_LRvIpyBWCke2-WyN2J0OTYwYH7LJ4LwHWZox26OWiSXQkJ6Zoc3HC3HgqugTbJOqTA7o__rCmGuygS0spSEC-lZgcCMY0q3Jx7UlGGd6GbmbY9ZRvd4mYuQxrfZWuOfr1u2d-xOlbfNpCFklzmVnREiHXIX7guZspv6Bis7p5I1uOG6Zi2MBcouHy5JHNY_OrWFBnCg_Xcd_S3cNurASqYKc9Txlbigrjys1Z_kGo2MEhOjfY5r8h3pu-hN9NAbo_-3LqH-oJohMe_mPtJT-jyh88GcE88lSO2Es2H4w3alnfCKdx6q4bxHB5SZxb7O5SLbf13C7SKMcYkZiHPrB1Kpag/4sl/_JCg6vKASNy_QBL7GAl3nw/h41/h001.OdTQ0mqZB-eamfdUvp766vLiSCc2Vzuwy_tVC3EZKvo"><p style="font-size:14px;color:inherit;"> Image B </p></a></td></tr></table></div></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:0px;border-bottom-right-radius:0px;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:0.0px 15.0px 0.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#008A37;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#008A37;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(0, 138, 55);font-weight:400;"><b>EXTRAS</b></span></h5></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " 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:670px;"><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/1f046efb-42f5-492a-9246-4aedbc2c609d/Image_Design_Request_Jul_23_2026.jpg?t=1784799058" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:0px;border-top-right-radius:0px;border-top-width:0px;padding:15.0px 15.0px 15.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#333333;font-weight:Bold;padding:0px 0px;text-align:left;"><h3 style="color:#333333;font-weight:Bold;mso-line-height-alt:125.0%;">Want more?</h3></td></tr><tr><td style="padding-bottom:15px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !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;"> Check out our <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.Nip_UK5BFIEP7ebSvurEeR-GYD_Q9ma1jwhyofyF7xO6fNfnneH5xhMdWRH_HaOzPQCbJIDg5SUWNSzbDQF_7H7yYZzruc_HQ1u_cwS0Htzo9SX4oOqlSsJwt08y263lBvqyOAR4toYU7t4ngvYuuuY_ZVi8FssEUNqOAB7ZN0O3qgcsr09H6gEAH2dHEAgbZLdjTTBe0fSOslgkdVUqTlbRwsPMvk8NOCYX16ezW4V9VbC3Zmsgog--SFpEG9Sl84AYPyz0CZ6EHoYm6AeM4uo31asOU_yuRt947ZeV63QbIE9WYzp3Qg-PWRZu1894bRiEiVcr3yx2R34nv3REUhIcCtU-Gc8YOPKbWXAqWCA/4sl/_JCg6vKASNy_QBL7GAl3nw/h42/h001.-w_TDmmu_DW0CnUHb6KOWPpZ2u-LQs-zWX2lOkLKVWw" target="_blank" rel="noopener noreferrer nofollow"><span>Top 125 AI Tools</span></a></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Get better at prompting with our <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.mzLE_NAgQL1lHxwbP_X58OBuRWxQzZ_KoAH5wvLc1SbMBkaHNZzKMyZ0Sj0BX2Bzi6Tc6EBJwKewbeA2xziuXJhmayjrKopgGnv7hRNX-4ZmKMo9KNYUTON0RP7Oy-QBj5fbT7NNW-CQgeC6kh18DjPugRVSkyQjZx603xzQxihETboR_gBwlOXg6JVARtDE8KJruy_aO9xP4-2EeLMAl99aidBv6d-tKWl59fGd_NoBKeCQ7G6uVbycaTLtLmwH/4sl/_JCg6vKASNy_QBL7GAl3nw/h43/h001.aCApA6oEufJ2U4pu-znRhFaOgQqySC-6VzOz73z290M" target="_blank" rel="noopener noreferrer nofollow"><span>Top 1,000 Prompts</span></a></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Learn how to use AI at work with these <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001._J44ZaMneM9DvTwiKQgkc8s_doSga8STmYAINJ3-_sE7JVaFm5U7f4ui60xfx2e_ckXP8TDWMXjRxR5YrOKcxa0YsMCdcgWgKG1SC4VFCZ_7ivzK23G5ygdaLRheDv4Dbev92NvMkrOltRCoxcFPZpK3CminedlqjJeKIQeKLd7B0CzHV-6179dO6jYqba2nBULEmTnEB1Ge_czZgV7mNeEGLjSVFG4DfjN2mJNyUlw/4sl/_JCg6vKASNy_QBL7GAl3nw/h44/h001.o7pvFaBMlnO0c3YQMYnbms1DXO4vSxR00fxiFfwTaF4" target="_blank" rel="noopener noreferrer nofollow"><span>50 Tutorials</span></a></p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="background-color:#F0F5D5;"><span style="font-weight:400;"><b>Grow customers & revenue:</b></span></span><span style="font-weight:400;"> Join companies like Amazon, HubSpot, and Salesforce. Showcase your product to our 4 million+ readers and followers on socials. </span><span style="font-weight:400;"><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.QR8PDET7GVRZS9oWC_jpgMYqjUmrq83Cx5BnjlQgmBcIbiF95oLd8Zc-eTk0hAMM485NArfiW9vtC5yUQk253oPYSNO068pXeEWYH89BpYxoQq3GrYtRDGk6c1KYFtfM6S2pvlJmP40KvUz9zTs48pMyKy-oTwCZFTNa3xvbaRh0BEB30Su_CAxK4qKzp4fxtBvzXsBMiMRQvIIo12mlvxQ9Rmw0gwkGqbSfD43kBcwxV-EXt9l2oDqTqchvy3ZBLhu3Mf_YcIMfZ-KpIOCKEujfkm92Qwanx_tsLXe8Sds/4sl/_JCg6vKASNy_QBL7GAl3nw/h45/h001.tc2udRKkRdxdKP6BjDmxmXPrE3c9kH2xQRZQwysDqpw" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration-color: rgb(44, 129, 229);"><span style="color: rgb(44, 129, 229);">Get in touch</span></a></b></span><span style="font-weight:400;">.</span></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-left-radius:15px;border-bottom-right-radius:15px;border-bottom-width:1px;border-color:#CFD9DF;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-left-radius:15px;border-top-right-radius:15px;border-top-width:1px;padding:15.0px 15.0px 5.0px 15.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="e" align="left" valign="top" style="padding:0px 0px 15px;"><h3 style="">What did you think of today'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 0px 0px;"><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_xXVmZPyrbbGckdC7YeZN0DLzbomWXLGCkGWhaxRNjG_uADz65dlJ5C3Ic2UeJpRELisOhPs8x-jzgZPtHS07Jgq6TZjqPwQiciWcsfnMQRXwhvxFFCICvD9jXB3ChV68_d8UwXFc8VD27oGeBINsmJlW8E1y8k184cfkgha88J5BCJLRquzLNQVAI8Xw-MGaPMhroJrdISiruIHDZmU3EqNEdgYP2gXwtvBB-Eh_1soTCc2GF9FNUOEmodY2jot4REMaUPcRMXYbuH1OtBCGX51c_gBFZ8y-YJIgy4LRLXs9uWpFlVGghsKJOPY_imnUIE30UmriVYvYfj8auqjQuQwEazAhmpHQL8YIb65Ywm9GfKKXQkTaVSNFh8QF9I4omoeVURnJcpuxit5YcRHdYn5i69UD159b5ChDvmGCFV3gV4m1r-8uXmYSvFP7us4nv56ackEHyORwhx2NSq8F8yvwnnouJ4fsGp-gOV6XCsWuhbuiQlw7Sjwd_q6vhCx4oeVHYcYx43W7W6Bgl6LUJ6Z6C_vLofPhzn86_29HWDOCIm8giMNM8DKbKK9gfmxsX1w2AFlXL303_Uycw73RV5Pia4iwet4rkE9R8-LpHH4E7zHuCO-0zvlkacYY5gsk-ShLI1M3LuYsvijc5fiZHb4NpUVMz7q2mM4s1laIjnJicowu59e-0HHBJs5FHIWXnEs0JKVOkY--_s3Svs_n27juYH-XWb1Ht-qxRKKiLC3Hc6oxm5Agtpow1LAdb6mEQIzeC3iS3PNddY394SAgy9g_aGkQc6ibjy3Kx_-l5Mq78QOnjqsjcEQvfRfgi-V9bBwjuaFS8uzd89S1aNPD6OsqPQaw2ymrLHELzDc_Z0ZQQxXyLsX8CYVGmiIGXBMA/4sl/_JCg6vKASNy_QBL7GAl3nw/h46/h001.lyyHghHjJr8yyXzg7hv2VjkpnR904iJGDFKDTCtnIbE">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_9I9nmczy10V2ygfzl3tCrGjssyTTM4tyDzAIIYN79SwIbaFKTfpANOLQNBMrbyCkWeoChDk9m9i7qF2zHx14Pm2KcMZI47OWFfSswlnTl7IoqyQxnYnEGF4ruQPqlAsvvL4shwKt1bBTNeFB5XQHvJmvfWPogbknOS3F_8puMm1gqAGWduX-rkEkYjElXeSVQzTKyuhpneYQQvOlJJPKHEfLOfvQtlHFMfiH0HWwWCt5n4nE1OBuQQhwrYchmPBAbS0QmqkQA5vDNriRiSva23O9OHjZTkCO6I2PLx6s6wr2eeZxqgbqTvw82sjxELCUh_FRpcgY--P9JDc04hzh0NVwd4oJ2l0cLB3s97ufP_oD0nq2pCXcJynwtq9WXXQzMknMnh7YUq_QFaRFEA4L6pJsaUY0QTdSGyo1jQGx4JC7l6YNVSyV7kAvGB54F7IuCWHP6xw-dQidMfiGu9zkfFoKfXxskmvKxl-L-uOhCOBQ2NzJt_fy2jqYcqw5BfHB8UPycGDaLI0MO6pRynqeZ1DjPrdY71o0R8cRZ4w7KQSqFizu-3CtcILC0FClyK4A-yRqmzXRDyPiTJS3EFDu0frdTlciKFOBIZ_KGIVNcyq2LMAjGyRtEelAMu_1s6ZLP8oaerwKCs7B3-FlEBgp4CMIdN-5yrYrxZvpvw9ZLlA-Kvwf80nQr8W3D3M5zrdUpx__5qAAiPODLgvzLAVhZblTZYhDtB7sSZ9XwKfHVjsurRxmr84SCvHEeDeVu4lJKzZdtLlm_Xl_yvbzqIb_KdtzOVzqRESJrUQ-SbkMvfwENY4TuklwKpZi1Ibsg9wDlF4Lt3hTf5Ooy9FeYcnF4HMqBBcv7eYZ6ds5wiPIxlJJXCJ5OfUcvGDfGpKPzAw/4sl/_JCg6vKASNy_QBL7GAl3nw/h47/h001.2ZNyGucz1KiWMDRddWH-5Cu0v-ONEBOOuhedTGxH_Ik">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_lZEwfVPW1GMM9a9CQesp36kbSDIYs7Ai9Xhp2QkZSwS7IBRqd6XAn5guV3V93zmtT9nsZctV2b0yeBUQ_uq0w2huo0YKVdxAGJKTngH1jZGrxKNh0jOu1NtVELkUM8er1v03iYH-qK9Mf1m3isi2VYUkI8hnKeARCzE80SaSyB6hRGfA-RlOxy5OaFZz7zBydlzIQrDUiGpiUBbup2g5x5odqkaz-omh1nPkCvsJnpy52d-hn65H4XP_KO2usA99HhwHG8dmQrdx9dv2W85ar5-1TEcXA1C6g_kxHPE3FfYtfHKTDPaO8RZ3zFcdYYVRKc0_yMlbpKSn3vtExUvG5TxblEEhzOXGvKK6ISDX6IrOB6fd7yNFz_KbeRH3xmxCM59uuKgkcatqp23pARP_MYETkp6SQwqc5wP92T0OWnnyjiKDewHfpjkfzEmBiwUyygpu_VcEOAnSZIxYg0EeKW6weA7_UD4mwJs1YlG9JW-MRUYUycQTP9y3-5YGzzCBntnXSrfjIL3xl9EMXjA9xezByaQqTFM0KSU7biN6nGA7aXFeJur9BvY63Q4gkVlkOdUhQ4IXpNnaizcN27Opzcio-FUNbAz1qz9LuZhSkYpvtMLr98j-KP2eDTQXd1CYEyq-16jQJwDyd_4NFwbAHVJIzjM8tcSiCEw-7YBAD7Ps_6UhK60qJr681P6UnEiZ8xZkjCucF86Hblxq9xMGHXQgXPQ5zhkDG65BYkoUJPpzH8IiKu3PFRYLS8Pa5NFWIr8EW7tU1y9jMl5cHN2-GvNHLH63rt8LGHg5_rM8CzsVLLXGmchpUszKZTxl5W_hlqQKft6ZzuLHnKDPgNqklRuYZwOmg0uJ9wFIqTWXzwNGAhaiReOG4kdxg6PbpJDcqD9tNGLDaPAcGVBasWokN90w/4sl/_JCg6vKASNy_QBL7GAl3nw/h48/h001.V5v7HH8jipSuXkKSME3GCvCwo21WVLscV6D0brXkMm4">Terrible 🧠</a></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-weight:400;">Until next time — Zain, Theodore, & the Superhuman AI team.</span></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></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" 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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/cd770d1e-0da4-4760-844f-5603026bea2c/Sponsor_Langchain.png?t=1784825215)
Follow image link: (https://info.langchain.com/guide/the-agentic-operating-model/?utm_medium=paid-email&utm_source=superhumanai&utm_campaign=q2-2026_agentic-operating-model_cv)
Caption:
--------------------
**Welcome back, Superhuman. **Black Forest Labs just bridged the gap between the physical world and the digital world. Its new model FLUX 3 creates outputs so realistic they can be used to train real-world robots. Plus, voice AI keeps getting better and better.
**Today:** Health in ChatGPT rolls out, how to evaluate business ideas quickly with AI, and get the latest prompts and trending social posts.
--------------------
##### **TODAY IN AI**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7e5f5a81-2130-4ae2-bbae-7f24fa08d2e7/Superhuman_Lead_Story__2_.jpg?t=1784850668)
Follow image link: (https://x.com/bfl_ai/status/2080308988961554582)
Caption: See the multimodal FLUX 3 model in action, capable of powering real-world robots. Source: Black Forest Labs.
--------------------
**1. Black Forest Labs launches one model for image, video, and robotics:** The German lab just released [FLUX 3](https://bfl.ai/blog/flux-3?utm_campaign=black-forest-labs-launches-flux-3), a multimodal foundation model that combines image, video, and audio elements to gain a better understanding of how the real world works and create results the lab calls “truer to life.” A version of the model is already [powering real-world robots](https://bfl.ai/blog/flux-3-mimic) deployed at Audi. FLUX 3 Video is available now in early access. [See what the model can create.](https://x.com/bfl_ai/status/2080308988961554582)
**2. OpenAI and Anthropic make it easier to command agents with your voice:** You can now [direct agents on your computer](https://x.com/openai/status/2080378182469857576) using ChatGPT’s desktop app, powered by the recently updated ChatGPT Voice. It’s available now on most paid plans on macOS and Windows. Anthropic also pushed an update: Claude’s voice mode now [runs on](https://x.com/claudeai/status/2080376094939603366) Opus/Sonnet, giving the voice agent a higher level of reasoning. It can also connect to tools like your email or calendar mid-conversation.
**3. Health in ChatGPT gets a broader release to US customers:** [Health in ChatGPT](https://openai.com/index/health-in-chatgpt/) is getting a wider rollout after launching in January. The platform connects to Apple Health and other tools to offer personalized insights, like comparing old test results to new ones, summarizing appointments, or helping you navigate physical therapy after an injury. OpenAI says 300M people ask health-related questions each week, but stresses that AI is not a replacement for professional medical care. [Watch how it works](https://openai.com/index/health-in-chatgpt/?video=1212367962).
_Yesterday’s most-clicked story: __OpenAI launched _[_Presence_](https://openai.com/index/introducing-openai-presence/)_, a new platform that helps companies deploy voice and chat agents across their enterprise._
--------------------
##### **SPONSORED BY LANGCHAIN**
## [Agents underperforming? Here’s how to create a winning agent strategy](https://info.langchain.com/guide/the-agentic-operating-model/?utm_medium=paid-email&utm_source=superhumanai&utm_campaign=q2-2026_agentic-operating-model_cv)
--------------------
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Follow image link: (https://info.langchain.com/guide/the-agentic-operating-model/?utm_medium=paid-email&utm_source=superhumanai&utm_campaign=q2-2026_agentic-operating-model_cv)
Caption:
--------------------
Shipping agents to production is the easy part. Keeping them reliable, governable, and improving over time is where most enterprise AI programs stall.
**How do top teams do it? **They use an **[Agentic Operating Model (AOM)](https://info.langchain.com/guide/the-agentic-operating-model/?utm_medium=paid-email&utm_source=superhumanai&utm_campaign=q2-2026_agentic-operating-model_cv)**, a step-by-step framework for aligning people, process, and technology so enterprise agents improve as they scale.
* [Why AI agents don't break like traditional software](https://info.langchain.com/guide/the-agentic-operating-model/?utm_medium=paid-email&utm_source=superhumanai&utm_campaign=q2-2026_agentic-operating-model_cv)
* The engineering stack that covers the entire agent lifecycle
* Shifting from "build and deploy" to "operate and continuously improve"
**[Download LangChain’s guide to learn how.](https://info.langchain.com/guide/the-agentic-operating-model/?utm_medium=paid-email&utm_source=superhumanai&utm_campaign=q2-2026_agentic-operating-model_cv)**
--------------------
##### **THE FRIDAY FOUR**
## **In case you missed them: this week’s biggest stories**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/dccc4459-c7b4-4d11-be05-d5fcaaec3b1d/superhumanteam_A_robot_drinking_coffee_and_reading_the_newspa_8010f598-a6b5-4df1-ba30-392eb4febc94_1.jpg?t=1784831778)
Caption: Made with Midjourney
--------------------
**Claude Fable 5 and GPT-5.6 Sol continued to push AI’s limits. **Claude Fable 5 [helped](https://x.com/__alpoge__/status/2079028340955197566) mathematician Levent Alpöge find a counterexample for a math problem that’s stumped human researchers for nearly a century: the Jacobian Conjecture. ==Meanwhile — in another unprecedented event — OpenAI’s GPT-5.6 Sol autonomously ====[broke out](https://www.superhuman.ai/p/google-s-revenue-china-tensions-soar#:~:text=Hugging%20Face%E2%80%99s%20alarming,for%20the%20test.)==== of a closed environment during a training session to hack the AI community, Hugging Face. ==
**The White House accused a Chinese lab of copying Anthropic's models.** Michael Kratsios, the administration's top technology advisor, [called out](https://x.com/mkratsios47/status/2079933645888880708) Moonshot AI for allegedly distilling US models to mimic their performance in its own products. The accusation comes as Chinese models have increasingly matched US leaders on top benchmarks. Critics have pointed out the irony, as many US models were built on scraped data.
**Google posted strong Q2 earnings and released three new models. **Alphabet’s revenue [jumped](https://s206.q4cdn.com/479360582/files/doc_financials/2026/q2/2026q2-alphabet-earnings-slides.pdf) 24% to $119.8B, while cloud revenue soared 82% to $24.8B. That’s a positive sign that Big Tech’s massive AI infrastructure spending is translating to revenue gains, at least for now. Google also shipped [three new models](https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-3-6-flash-3-5-flash-lite-3-5-flash-cyber/?utm_campaign=claude-cowork-gets-screen-memorization-skills&utm_medium=referral&utm_source=superhuman) designed to make agents cheaper and more dependable: Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber.
**Decart brought AI editing features to live video.** The startup's latest model, Lucy 2.5, can [edit footage in real time](https://decart.ai/lucy) with minimal lag. It lets you add or remove objects, change the visual style, or layer in effects as the camera rolls. The [explainer video](https://x.com/DecartAI/status/2077801728213156044) went viral (4M views) and signals a future where live broadcasts could carry the same visual polish as post-produced film.
--------------------
##### **IN THE KNOW**
## **What’s trending on socials & headlines today**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/c452af65-bca7-494b-979d-44cb4e0c217a/Screenshot_2026-07-23_at_2.47.19_PM.jpg?t=1784836118)
Caption: Meme of the day
--------------------
🤯** Making History**: AI is getting mighty close to solving math. ==Shouqiao Wang just ====[solved ](https://x.com/Qiaoqiao2001/status/2080003441821163958)==[6 open Erdős problems](https://x.com/Qiaoqiao2001/status/2080003441821163958) in 5 days, while Dmitry Rybin [bested](https://x.com/DmitryRybin1/status/2079904005652893709) the Dinitz-Garg-Goemans conjecture — and they did it with [shockingly simple](https://x.com/toptickcrypto/status/2080011280526594119) prompts.
🤖** OpenWorker: **Andrew Ng rolled out [OpenWorker](https://openworker.com/), an open-source AI assistant that can handle tasks across your desktop and lets you easily swap between LLMs to prevent vendor lock-in (5K bookmarks).
😅** Nightmare Fuel: **These throwback clips show [just how much](https://www.reddit.com/r/ChatGPT/comments/1v36xhd/what_ai_videos_looked_like_just_3_years_ago/) AI video has improved since 2023. A top comment calls them “a bit horrifying” in retrospect (3K upvotes).
🍎** Redefining Education:** An [AI-powered white board](https://x.com/ipaulcanada/status/2079981184717652150) has racked up 5M views for the impressive way it spins up custom graphs and visualizations on the fly. The product demo offers a glimpse into what education might look like in the AI era.
😆** You’re Absolutely Right:** The internet has finally coined a name for AI’s speech pattern that we all recognize instantly — [confidently useless.](https://www.reddit.com/r/ChatGPT/comments/1v3jq7l/started_letting_my_ai_handle_work_messages_my/)
--------------------
##### **SPONSORED BY CLARINET**
## [People teams have been rolling out AI all year. Here's what's sticking.](https://stateofaireportlanding.lovable.app/?utm_source=superhuman)
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8c2e7f4f-f6e2-4384-864b-7c4afe8b841f/Superhuman_-_State_of_AI_-_Alexis_Croswell__1_.jpg?t=1784825977)
Follow image link: (https://stateofaireportlanding.lovable.app/?utm_source=superhuman)
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==That's one finding from Clarinet's mid-year State of AI report: what's working with AI in the People function, what's stalling, and what to watch in H2. ==[_Built from 200+ leaders_](https://stateofaireportlanding.lovable.app/?utm_source=superhuman)== with real-world expert advice.==
[_**Get the report**_](https://stateofaireportlanding.lovable.app/?utm_source=superhuman)
--------------------
##### **PRODUCTIVITY**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/79101659-1c6a-4499-aac9-e63cd2fdd28b/Image_Design_Request_from_Superhuman.jpg?t=1784797548)
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* 🚀 **[Prisma Browser for Business](https://www.paloaltonetworks.com/prisma-browser-for-business?utm_source=superhuman-panw_inhouse-amer-sase-smco-sfow&utm_medium=display&utm_campaign=superhuman-sase-prisma_browser_smb-amer-us-awareness-en-featured_tool&utm_content=701Ki000000p2UKIAY)*******: Secure your team’s browser. Block phishing, scams, ransomware, risky sites, and sensitive data exposure
* 🔎 **[AnySearch](https://www.anysearch.com/)**: Get structured real-time search from trusted sources.
* 🌐 **[isvisible](https://isvisible.ai/)**: Enter your URL and get visibility report for your site in seconds.
* 🤖 **[Context](https://www.context.dev/)**: Scrape any URL, crawl an entire website, and extract structured data.
--------------------
##### **TUTORIAL**
## **How to evaluate business ideas quickly with AI**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/cd72a589-3470-464b-8422-afe3d13266e6/image.png?t=1784830493)
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* Go to [Perplexity](https://www.perplexity.ai/) (or any other chatbot) and sign in
* Click + > Deep Research > enter your prompt
“_**Sample Prompt**__: I'm evaluating this startup idea: [paste idea]. Act like a top-tier VC and startup operator, and create a concise 10-slide investment-style analysis that determines whether this idea is worth pursuing. Cover the market opportunity (TAM/SAM/SOM), ICP and pain point, competitors and pricing, market trends, SWOT analysis, product differentiation, V1 build cost and tooling stack, ideal founding team, GTM strategy for the first 100 customers, biggest risks, and a 30/60/90-day roadmap. Use modern visual presentation style with charts, tables, and concise executive-level insights instead of long paragraphs. Quantify assumptions where possible, include contrarian risks and reasons the idea may fail, cite every important claim using recent sources from the last 12 months, and end with a brutally honest Green/Yellow/Red verdict on whether a founder should spend the next 5 years building this._“ —
* You’ll get detailed analysis of your business idea within minutes
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##### **FRIDAY FUN**
##
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/6f3127b8-c986-447e-9616-3869dc1b8596/image.png?t=1784830648)
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##### **EXTRAS**
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1f046efb-42f5-492a-9246-4aedbc2c609d/Image_Design_Request_Jul_23_2026.jpg?t=1784799058)
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### Want more?
* Check out our [Top 125 AI Tools](https://airtable.com/apppaprA2GXXxBSjs/shrjsPiubnIHIqTwH/tblCm6yevfjitvoCh/viwKzKHKKqd5d5bk8?utm_source=superhuman&utm_medium=referral&utm_campaign=interpreter-ai-that-manages-your-documents-even-offline)
* Get better at prompting with our [Top 1,000 Prompts](https://gpt-prompts-directory.netlify.app/)
* Learn how to use AI at work with these [50 Tutorials](https://f500-ai.netlify.app/)
==**Grow customers & revenue:**== Join companies like Amazon, HubSpot, and Salesforce. Showcase your product to our 4 million+ readers and followers on socials. **[Get in touch](https://www.joinsuperhuman.io/ad-sponsorships?utm_source=superhuman&utm_medium=referral&utm_campaign=interpreter-ai-that-manages-your-documents-even-offline)**.
--------------------
Until next time — Zain, Theodore, & the Superhuman AI team.
----------
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