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Selected Message
From: "The Deep View" <newsletter@...
To: [email protected]
Date: Tue, 14 Apr 2026 11:35:12 GMT
Subject: ⚙️ Why Kurzweil still sees AGI coming by 2029
To: [email protected]
Date: Tue, 14 Apr 2026 11:35:12 GMT
Subject: ⚙️ Why Kurzweil still sees AGI coming by 2029
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</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;"> Plus: Stanford research shows AI adoption is up, but trust is down  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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:10px 10px 10px 10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:1px 1px 0px 1px;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:15px 15px 0px 15px;"><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> April 14, 2026 | <a data-read-online-tooltip="true" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYWInu_u5ZFKM5cHJ7W7Ricjh91Yz2KhZ1MkYUv36WVhsEJbGybCcXud0KlYy3OOVy6VEpldqg8pzSqaWlAla0XNrcI-R1KzjSS138Q8RYpwJizbg74CQUhMA-h0AL6cNgTfDA-9QuByR-51JfYUd7F3dunMzZf0_DKDMw43_3IIqJDWXEy16Cxv-X1jLI11ANY7RfB-1ZiMAsf1sMNUnp13I6DeSPoyJlt4hnlywS_IxCgt6iGIns57uLQAf3Ms_SqoGe4IJlfqYd5gKkSkLqJghg31TYwNlkSA0fPzXGe2IiJEVK6lpTt8QwWnpJE_LqEMQ_8Keyg54yDy8VE3J63m5j1jmS3oxAxzxz-C_KllBMV-5cLhNXilJoBBxnIKNjoWrqk1fhzi7zqvmQ9C8J3T1OR80pjTFlI8DMSEHbkyifbLyDeU763F5sOvS1AScWSCm19Lm6Vlwykmkamkb5Q38bXZ-jyoVSlWyNeBrKZmC8HgAoCtBCYOxkIDn_NXvajLNooC-cVXmdQSUQ-6qqwLxBDHz7LQkRxF7zk55ZWclkmB64oCI1yfiV0QcKKT8SGf4OvketjJ04aVB4SzzOpqHnyTmpzdQHFAoVYh6aeB6nLFjDDEgL7_1Zq_dkae1Z7lShk0KEI-JMbiJV1xKFsGJewZcCn0SqnMxIBlxANDiE8mMbqTJfP6Ovps1_JSsH6m8Ns-c-uzYutcCG6ryKfmgElWj2m1QEv8fsPhhCWEEXV-pGG50QHtNa8g2yClWHk/4ps/7yEnCR9QRUCEtX45czwQTg/h0/h001.s2LNSebSZBjC1JDDPn2c2i2IlnDV_rdkwOTFMOIgIWQ">Read online</a></p></td></tr><tr><td style="line-height:0;"><div data-open-tracking="true"> <img src="https://elink983.thedeepview.co/ss/o/u001.8UYYf-fpC5t510J3InhYHg/4ps/7yEnCR9QRUCEtX45czwQTg/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:15px;"><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:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/336f2027-dabb-4c11-bb07-4b35e89e9874/BANNER__91_.jpg?t=1776149857" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:325px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeDHj_3lFvhYHAVLfDQV-MgQCngZWKZytWpHL6WKGpw63umG6b2lYdN7BV-bbvHH7x81cUYDn-7wrKmq4Z0OFfeyeXSJkCiMRBTl4HsaHP6_BOxElLsw1kIJMdhCUAj5PIJbAtELgwP-AcZRAZaPBqz8VpYKmPa1PL4LMjsS1xgODfWiHQc52BRhSo2e_RP8qNLR7xL6os9258FyUAmfElYxbtk-MON7TorMYOavZE0-1vz8qqwjQpVpIaw6-8jDfIOFvCKXpauIaWWwAdQ9eCnI/4ps/7yEnCR9QRUCEtX45czwQTg/h1/h001.3NtIGEy5v4ZbYLIc5OIy6ltRoapBaZRC6C3u-YFLKVI" 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/4c1bc770-4f1f-4a6c-b426-f39677d899df/Together_W_Crusoe.png?t=1775851078" alt="" height="auto" width="325" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-weight:700;"><b>Hello, friends.</b></span> Ray Kurzweil's insistence that AGI remains on track for 2029 is a reminder that AI's trajectory still carries both conviction and consequence. At the same time, Stanford’s latest data shows that AI's growth is outpacing trust, with adoption surging while policy, safety, and public sentiment lag behind. Against that backdrop, OpenAI’s coming superapp points to where this is all headed: a unified, agent-driven tool for knowledge work. Merging browser-based multitasking with agentic automation will signal a shift from apps we use to systems that act, bringing the OpenClaw model to the mainstream. <i>—</i><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFhr1A_BEAEp8cdvWudcCyss9zA-ck9db_DlffwGgC6GkvgY4ddaq81wTLdw5-Rvc-LKogiay9cxE_pXnVW6unCRFHIoAQXJl7SUNdLQ3r6TttDYGIbGsRfYpHqwNkE2uLA4Fnxh5NN2znnbP24FRpYCS-_3JEVp5Uw7AW8Jmqn5_H2gr2RrQUS9vlxJDUXQrZfVUIChREyOiB7Gk-8ZF1WNCoG3v7R49XQCrn7bkVqWA/4ps/7yEnCR9QRUCEtX45czwQTg/h2/h001.gNKdQsGXdDEYux7gUDyiJwUORrDEuFxnTHc_jBWOiRQ" target="_blank" rel="noopener noreferrer nofollow"><span><i>Jason Hiner</i></span></a> </p></td></tr><tr><td id="in-todays-newsletter" class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b>IN TODAY’S NEWSLETTER</b></p></td></tr><tr><td id="1-open-a-is-superapp-signals-the-ag" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="color:#376DFC;">1.</span> OpenAI's 'superapp' signals the agentic future</h2></td></tr><tr><td id="2-why-kurzweil-still-sees-agi-comin" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="color:#376DFC;">2.</span> Why Kurzweil still sees AGI coming by 2029</h2></td></tr><tr><td id="3-a-is-surge-is-widening-gaps-in-tr" class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="color:#376DFC;">3.</span> <span style="color:rgb(17, 24, 39);">AI’s surge is widening gaps in trust and policy</span></h2></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">PRODUCTS</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;">OpenAI 'superapp' prepares for agentic leap</h1></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQETWQFUCCYVwC3Q2o8Onv3zIxQdn4eTUZYxfRhKQFlXJF7X8miiI714DOzMzYWVV4eV-v-sUoncaJoxv4gTVjSFGwHzNypSMQJ6up7e4Ayf8dcZhEImoTHbXmzW85AoG6tGITI4PT3qhyvMaV3-DeegkfgpsrDovT_gAqtxmTqRnStQZynksTam1kApzNowywC4sCbJ3pfpxuZvR3_-QTWI0zgpVoTks2FdJfSNtdE-2NgoNYAluHSDlq7hwGh3s08-lAVhFCtq7KPDpHTuqr35/4ps/7yEnCR9QRUCEtX45czwQTg/h3/h001.bF0JP4b-E-0Xd6-zGcGHddrsSZp-1jZ5fMaaznNQ5s0" 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/2f272194-c4b9-4779-a61d-21ebc489fbd2/tdv-openai-superapp.png?t=1776136323" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> OpenAI's forthcoming "superapp" is one of the worst-kept secrets in AI right now. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> During a walk in San Francisco last month, I told The Deep View CEO, Faris Kojok, that the most challenging part of using OpenAI's products was switching between the three desktop apps. Apparently, I wasn't the only one thinking that, because less than a week later, <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeMjA5GCbpI9M9CqNlwNyrcIXOVskM66-D9p6bb5HcCjsPCZ-TZVtkD-t1e29CpZYpY1MlrKaTTOvIX1ZOhqxhydJD-YHF1jRBomGw4vW3LToo6OXD2uty-ipYixlN6WZYrhi0czDny1I8EFQhlaYrntAhqHJNeQY0l3GO5PqpVnQv_ur-QpfYC5WbjFc0UQXuD0W_0aPJDpdVmekgyeYXCTN554EcCHEl7KIWfiBCboPur8Ilf7skRMt_leMEJK7UJgD344Op3-r0949k5n6EuvpETIawZ-YREYMbDzy6ROsvafyKZP3Xuq5ZacJuI_JhuLybfmKjjuCli3Q8Vo-ud0/4ps/7yEnCR9QRUCEtX45czwQTg/h4/h001.vZXPfzIehrziOagiL5Jm7wKIUhL6SsLyrPkE7YLniqQ" target="_blank" rel="noopener noreferrer nofollow"><span>reports</span></a> began circulating that the company would merge the three apps into a single superapp. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Since then, the OpenAI team has been publicly discussing it on Twitter and in podcasts. The most prominent of which was when President Greg Brockman appeared on the Big Technology Podcast and <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeLJZxZnmr2LyGKHSrQc-oArcHWhfFu6c9N4QF4h34S78_05MuhMV87j6g-m7wvnWvdKVMai9jRcuvbv3EO97t9855qYzWuClBm1K_g2ARBWvjbJJgwIY-uQDg_xgiiYsXV9Pmec3donzUZpAnE8T02_gKhkNJpqdRF0hGsk0t-1pxKuHNIcyg1kkX7mQSsodzFAG3-oDsS2oS185w87Cv919TtP582yZqwv9SgvA34dlHI10SZYSxGkgZNgzMxNJhA/4ps/7yEnCR9QRUCEtX45czwQTg/h5/h001.vPDFy34pPhJX0tWthqhfBw_nTlOAOZfEIH5zYt5IScY" target="_blank" rel="noopener noreferrer nofollow"><span>told</span></a> Alex Kantrowitz when and how the new superapp would be rolled out. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> "We're taking incremental steps to get there. Over the next couple months, we should have shipped the complete vision … but it's going to come in pieces," said Brockman. "The place that we're starting today is with the Codex app, which is really two things in one. It's a general agent harness that knows how to use tools, and it's also an agent that knows how to write software. That general agent harness can be used for so many different things… So we're going to make the Codex app so much more usable for general knowledge work." </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Why would OpenAI bring the three apps together? First, let's look at what they do. </p></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>ChatGPT desktop app</b></span>: This is the traditional ChatGPT app that has been around for the past several years. It makes it easy to view and search all of your past chats and organize them into projects. You can also quickly search for custom GPTs and apps to extend the chatbot's functionality by adding features from tools like Photoshop, <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQGuS0pTqffdYl8BSJbd4V81SmuAZqsyLPp2iuNjdhKucH6LNmjtXFkm1lLOpU35TJ14E7A-M6TNYegJRIN0O4B1Tsy5ATwUJVGuH0qkwmMQddUqqkohtTXYb2LL7PmDo_63jxOoSKg1ylfOjgOIqC774tONmkIPJkQLlaQ-_3J3_JlzWabb9OYLL1syRbB-CuRZ3v7PrZP4rVIqzp1r48rle_X3uuCk25YyaGPKblMse3gsc6Q9pzNVrpkcDGWb4sHkYEWMcHzLDnBlxX58p8K9XdrEdUCSX4BXDvcIDquXBw/4ps/7yEnCR9QRUCEtX45czwQTg/h6/h001.jNyjzJcrtvtrGqvv8Udir_u2EsWloSRxZ52r6eRvnTg" target="_blank" rel="noopener noreferrer nofollow"><span>Canva</span></a>, <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQETWQFUCCYVwC3Q2o8Onv3zWbMvo1nU3z6QsVfLcgbPOdK7C9NylqxX3IjI6HSyodauCGTTAe2-0UOvj2ddY_CCxeTTNxC86xAfa_9H2gNWyisIzqisT2WN2akMRUwhYkpy7to2HoL0p3xBrHxvGjAl_8eIQvQurO58PJwu84u8U_6kD7RDkRGsHxNfYvKyD9XEWUm0S3MY4Y4p___gp-dgIr6s5vOruNwecTxPq9yudsN7E7okuuwxER7WDmqnhQyHH7a_GT_5hXGnSiJqDKPh/4ps/7yEnCR9QRUCEtX45czwQTg/h7/h001.f8HwjyQ3D9ri-NFGzoN9Lsy3bS7hGQNSc6IW-wBecEg" target="_blank" rel="noopener noreferrer nofollow"><span>insurance apps</span></a>, and <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFbK8qR6Y5xRoCVKvrtgZbzD5rlV86_4QKEyxZqSr0wiXurfHGNiJqamFU0k7ie_881CAeMG7YmMsluEKBspYfq-N9x0jsto5JVsIqW5meAioTasQDrmtlMU8OtWNyL_0NWtohqy7eM-l27zB0yti8Nzih55d8UF34PeLw7b4jHcK7_PqRMcA5tY4VssFBrvmk4zaan3nbVo-I8QrgkQ3z_dSok5ZlVGXLb3XH8gU0VldMSdyhb91XyJe1y2zR0l7rCbbCG9z0VGrK5KcBbZ9xB/4ps/7yEnCR9QRUCEtX45czwQTg/h8/h001.qadYYdWT-iwUj0LpYvZZo4yy4u6jenhwFv_5Gi89lt8" target="_blank" rel="noopener noreferrer nofollow"><span>hiring apps</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;"><span style="font-weight:700;"><b>Atlas web browser</b></span>: In October 2025, OpenAI launched the <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.8tm-lavloxZbk7LH_fkTGNtlv2uVjjcEmJdLQHVKP-i-ZKmF33rqAxhGZgOSQxNNzF3Z-rrZUOFaqTbUm9CJJ7cZQjwqH-cUmnKgl1XPz9IHcobkHqTUJzzjzCfTYlFV9sXTB9FeTQIEmnWIKMfsjCT94C93hNGW0tRok3GbEd6SdqdTvdJenSRWOFyPrwHdwCl0ys3uaE6iHrYvlJ3UD3V0z-Jiw38tMOqjkpmZ2n0E5dkj43meWMj_Eo5Dt1kM/4ps/7yEnCR9QRUCEtX45czwQTg/h9/h001.ZGD6DFUmc1XvmrlqRz7vwAzr4daoTyR6LZTJSK22Qnw" target="_blank" rel="noopener noreferrer nofollow"><span>ChatGPT Atlas</span></a> web browser. Following in the footsteps of <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeLiF9V2Fm89x9y2LcIRy1CIOHOE3a-4uHplifOfHiTisHVcT4UkWx4TUKmh_fH__Vv_Ke1F8Hn38NUDbmyoj4YoKlU9q1PEUcsCFxHA3c_Za-MR1BOps3r2t48oOFA54zjSMyYlanFE4jGj51YQkvEUnFPLyZqaQqVN0yt1NGNnBc2dRi0Xv_qb2yx1qAAHHnQU56EjuvVhdDWhxr3b3OQnuyX73lIfL_DNaXehKlGCP/4ps/7yEnCR9QRUCEtX45czwQTg/h10/h001.FrhiHZEGgn503AmXd66xUBgIShOuPJLDrliJwyCd7Sw" target="_blank" rel="noopener noreferrer nofollow"><span>Perplexity Comet</span></a>, launched in mid-2025, OpenAI built its browser on Google's open-source Chromium platform, which runs most of the web. Very quickly, Atlas became my preferred way to use ChatGPT for one simple reason: its ability to open multiple tabs, keeping several different queries quickly accessible. </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-weight:700;"><b>Codex app</b></span>: As Brockman noted, the app has two parts. Most people think of it as a coding tool. But the second part is a general-purpose agent that can carry out tasks for you. And that's where the combination of a web browser and an AI agent gets interesting. If you can open multiple instances of ChatGPT in tabs, then you can use your Codex agent to carry out various tasks, all at the same time. </p></li></ul></div></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The concept of a superapp has been a common refrain in the tech industry for years. The first successful one was China's WeChat app, which combined text messaging, video calling, file sharing, digital payments, and mini apps that add ride-hailing, food delivery, and event ticketing. That's <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeNpdBLZ0iyYfE1tZ7BFRWvQz1XYUNc1ABUDzAuqHXAgUgdF0iKO5DCCLQCczbXbQpD6iMKW4Ib7kYlxejMbJFdHmNVeCKT_Te-xVjYwuP0l7YvyJxBiqzea2NwR8l4QAr_SYL7KmV8XRce2wJdwv84Je7U9JSzvWesrW1a11KrfNHMCA6UI23QEtuBa3kR3wKG4-O8folw4xpNDJIctl2Ie9uye04Re7FEhocNSMRUHQAemYPHPJHAlUf0OEjiI08dNFINagFv1uFCery7l6mmF0VDSm2z10e0-LgHZtDVtpLy_YhUxC-e07LFqlkvETd9Hs2RBUP7abROweUFENU5o/4ps/7yEnCR9QRUCEtX45czwQTg/h11/h001.ws6RRLYN0_AyKYpHU8Ec3ilJze2TcCq6UqD8Ar26-4E" target="_blank" rel="noopener noreferrer nofollow"><span>what Elon Musk wanted to create when he bought Twitter</span></a>. But what OpenAI is doing is a little different: it's not on mobile, but on the computer, where knowledge workers do almost all their work. When the superapp combines the search and organizing capabilities of the traditional ChatGPT app with the multitasking environment of Atlas and the agentic automation of Codex, it could transform ChatGPT into a product much more akin to OpenClaw—but accessible to its 900 million users. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFhr1A_BEAEp8cdvWudcCyss9zA-ck9db_DlffwGgC6GkvgY4ddaq81wTLdw5-Rvc-LKogiay9cxE_pXnVW6unCRFHIoAQXJl7SUNdLQ3r6TttDYGIbGsRfYpHqwNkE2uLA4Fnxh5NN2znnbP24FRpYCS-_3JEVp5Uw7AW8Jmqn503B1HreJu4hMxo3zO1iim84YSinxYSpjkC-m48sDYhmWJaP0-DeyQA5FoI2k4PFOw/4ps/7yEnCR9QRUCEtX45czwQTg/h12/h001.e4joLjD7P-x_o6gOYqQf74rxUWaMlw54nqL9MdidMLg" 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/1d1901ab-36d2-4a8f-b31d-a1ccecbe490a/Jason.png?t=1766448566" alt="Jason Hiner, Editor-in-Chief" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">TOGETHER WITH CRUSOE</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;">Your model. Our inference engine. Breakthrough performance.</h1></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeDHj_3lFvhYHAVLfDQV-MgQCngZWKZytWpHL6WKGpw63umG6b2lYdN7BV-bbvHH7x81cUYDn-7wrKmq4Z0OFfeyeXSJkCiMRBTl4HsaHP6_BOxElLsw1kIJMdhCUAj5PIJbAtELgwP-AcZRAZaPBqz8VpYKmPa1PL4LMjsS1xgODfWiHQc52BRhSo2e_RP8qNMx2G0-UwUgHAP5-csvR20DCfMxdoqYv6om5VG153iWvxkoKQBGZMIUP3IGcyp9opUhpNAMRfetHDR_NkCQ54Nk/4ps/7yEnCR9QRUCEtX45czwQTg/h13/h001.2QqUwRrmRklU4yNIyU-uW2yhcjv3Acf3GrD-N2dcZPA" 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/dbc1f2d9-e450-436c-8bce-6f1f5a2dbea5/J482BYOMBannerAd011200x628CTA1__6_.png?t=1775851020" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Eliminate the "memory wall" causing inference bottlenecks. <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeDHj_3lFvhYHAVLfDQV-MgQCngZWKZytWpHL6WKGpw63umG6b2lYdN7BV-bbvHH7x81cUYDn-7wrKmq4Z0OFfeyeXSJkCiMRBTl4HsaHP6_BOxElLsw1kIJMdhCUAj5PIJbAtELgwP-AcZRAZaPBqz8VpYKmPa1PL4LMjsS1xgODfWiHQc52BRhSo2e_RP8qNMKkhp_1rvMfiOEWXde0VVs2zox8dGaf2x83nT-Y8C4gRGZcxrark7FdyqOkeuwtKy5ouNYv8ULo6f65fOQ7eXA/4ps/7yEnCR9QRUCEtX45czwQTg/h14/h001.KDpkjGbYKAKfYnHMkFFPvOGCuH6BhlOxLQpHzMIqsdA" target="_blank" rel="noopener noreferrer nofollow"><span>Crusoe’s inference engine</span></a> is powered by MemoryAlloy™ technology to deliver larger shared memory capacity so you can serve more users at lower latency, with better throughput, and less wasted compute. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The result? Breakthrough time-to-first-token speed and up to 5x higher throughput. Work with our team to optimize performance for your own fine-tuned model so you can scale without compromise. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeDHj_3lFvhYHAVLfDQV-MgQCngZWKZytWpHL6WKGpw63umG6b2lYdN7BV-bbvHH7x81cUYDn-7wrKmq4Z0OFfeyeXSJkCiMRBTl4HsaHP6_BOxElLsw1kIJMdhCUAj5PIJbAtELgwP-AcZRAZaPBqz8VpYKmPa1PL4LMjsS1xgODfWiHQc52BRhSo2e_RP8qNG7uelwPDarpqelv9QIYgUvgInr853ydGIRyIuw-7RXAMPf1aaWNYnrg7IQIS2FL3cN4UQ5m_L7wvMYeyzxjwtk/4ps/7yEnCR9QRUCEtX45czwQTg/h15/h001.FyokzjpBIZntuIHUAE548syQXeCjhn434320GjUAGqI" target="_blank" rel="noopener noreferrer nofollow"><span>Work with our team to optimize your custom weights today.</span></a></p></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">CULTURE</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;">Why Kurzweil still sees AGI coming by 2029</h1></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFa4B8DkD_B62At4w-tcrxxtwF_-AKTPvoIvrx2fRA74zAV-okFZ3hin1iXYakuYSm9-OegIxpXQsiPMEPhcNiOADOz7a2atLpxgBxl3IlYLVj1q6Eu97PP787qttqImjFFAFq2gvdFRzSeRg3-CbNgi1HzyLMBvnAi31rf6ZX2Jb0HGJmHQGM8jje8DEoK9g784GKC1qZ2f6l9801yGd2xQNVBmF4pJFWlGawhCoq0qwcEv_3M82c54y7yQK94Jnco-n8xsXdT9BPNho--u48D/4ps/7yEnCR9QRUCEtX45czwQTg/h16/h001.EeGHDfN6HW-F356s3SvZ6K47NPLy18ihH8aN_cXo598" 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/19387c00-bcfc-4811-ab99-5fcf07671386/977139ae2ee3bbdf885de01e7c008a2785a2ed0a-1456x816.png?t=1776124548" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Last week's HumanX event offered no shortage of meaningful AI conversations, whether in panels, one-on-one meetings, or casual exchanges. One conversation, however, stayed with me. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Ray Kurzweil is an inventor, futurist, and one of the most consequential figures in the history of AI. His pioneering work on OCR and text-to-speech laid critical groundwork for the AI revolution unfolding today, and his books, including <i>The Age of Intelligent Machines</i> and <i>The Singularity Is Near</i>, have shaped how generations of thinkers and builders understand where technology is headed. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> He has also had a pretty remarkable track record of accurately predicting where technology will go next, and one prediction in particular has never stopped turning heads: in 1999, he predicted that human-level intelligence, what we now call AGI, would arrive by 2029. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> In a <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeGW4KMEbrhFopMWaLtYbl4jLn2le0jHBdB85GFnaZ_1-OKF7KDLeQfb25wqyW7JEEF3iFTVYeqEKyG4ogNnfueGYvu9QMmzeOYG6McKEdFMJU5OAZWa8v3zxokl5tsgthKwCAkYc9A83gQglP_-Va7b4NMzshf1tTE0uD74xtEyWOtYk20TzbOC0TpH7YlHbuRveM4auhS4LtPYFfXxEfxxc85R9_G509_NI-ExZfyY6nViqvGSi-BIlIYsGKldLujnL1mqZv25ZG3dD1ZjmTQU/4ps/7yEnCR9QRUCEtX45czwQTg/h17/h001.1VH3K3F6tgxeQjH2eyC5Ams4-cmd4NOVc_E0Yb_ENIU" target="_blank" rel="noopener noreferrer nofollow"><span>panel discussion</span></a> alongside his son Ethan Kurzweil, co-founder and managing partner of the venture firm Chemistry, and Shirin Ghaffary, AI reporter at Bloomberg, Ray shared further insight into where his prediction stands today and made clear that he still believes it will come to pass. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> “I predicted that there would be a several-yearfold increase where people would start to face AGI, not everybody would, and everybody would face AGI a few years later, so that's consistent with that prediction that we would start now,” said Ray. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Broadly speaking, AGI refers to artificial intelligence capable of understanding, learning, and reasoning at or beyond a human level. It's a prospect that has prompted serious concern across many quarters, from questions of job stability and the potential for weaponization, to deeper anxieties about humanity's role in a world shaped by that kind of intelligence. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Ray, however, holds a far more optimistic view. During the panel, he argued that the positive outcomes of AI will ultimately outweigh the negative, and that nearly every industry, including housing and food, will be transformed through AI breakthroughs. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> When asked about the rapid pace of discovery driven by fierce competition in the space, he welcomed that dynamic as well, noting that competition fuels exponential growth and that it is precisely that competition that will make the next ten years 'absolutely fantastic.' </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> “Even though some people hold a negative premise about [AGI], we’ve been able to create something that actually represents knowledge, and that's really fantastic: AI that can expand our knowledge,” added Ray. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> During the panel, Ray drew on his 63 years of experience in the field to audible applause from the audience. That depth of history is precisely what lends his perspective such weight, particularly given that he predicted AGI long before it became a marketing term wielded by industry leaders to generate headlines, move products, or court investors with visions of a grander future. Whatever your stance on the term itself, his core argument, that AI will break through every industry, is already proving true and shows no sign of slowing. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQG9VL466Ba62EuUEY3bWfAVu0z1De_zYWNWmJm4K7j_PXrr15imhKdfPu2RkNovaOFTYhOe7hiBkp7z1FFxoB6C4-SOJ1s-cwkfTsMiGjocxNWrv22GiJclF-zDBt3Lag93wC5v54Vqc2mcfa5Mj3O0a0t82clhempgIprJpv3vERqWLy8VtUQchdZ0TwfyEB6awosIy5v66wLjONGDwd-b2w70MxfNd_RlQicUfkU_qQ/4ps/7yEnCR9QRUCEtX45czwQTg/h18/h001.XqKFk51gsrYs4BAcPizmPyfNJYACub7WkSTdL5OxT8U" 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/e7e0e37f-8f6f-43d4-9af9-1a1e0c886e42/sabrina-ortiz-byline.png?t=1768575206" alt="" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">TOGETHER WITH GRANOLA</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;">The Deep View Team is Obsessed with Granola</h1></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><a href="https://elink983.thedeepview.co/ss/c/u001.vI6Z7nr7pM-hqfUrdIi31Kdkp90Ostq9pYh6syjk9Qbc8yRbYZsiPhC1WHHZiqx1sWRShjZNLuMY7IbwmM4WYInIYdVf7-2raddnFcLyUqWh2aeaa_IdkRatw6Ne9r7MJN76Ey6GBICmYq7FdT0_jsyYGzenY-WkMktELXPIEHoIoocREGLS20EbqP8YYISD1AZngFobum307P5BsvlYTN8nRIFwLzCaQ_mQ_JsS58GD82rvSolvseYboZfrsCbi/4ps/7yEnCR9QRUCEtX45czwQTg/h19/h001.cCK0iK6RblxWsvLH3t6zOCvCXbwuSXRcEgv7u6RbV3U" 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/78eb1b1b-51d8-4230-b3c9-41e5f476fdb6/1920x1080_-_Main_Granola_Value_Proposition.png?t=1776085040" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> We’re not talking about the food (although a few of us do have an unhealthy interest in that, too). We’re talking about the <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.vI6Z7nr7pM-hqfUrdIi31Kdkp90Ostq9pYh6syjk9Qbc8yRbYZsiPhC1WHHZiqx1sWRShjZNLuMY7IbwmM4WYInIYdVf7-2raddnFcLyUqWh2aeaa_IdkRatw6Ne9r7MJN76Ey6GBICmYq7FdT0_jsyYGzenY-WkMktELXPIEHoIoocREGLS20EbqP8YYISD-JDQk3L0asT-3xxYiAFVwKYu4vjgwJLdhjNgFwXY5CIkJ4tCxeD9_nP3sJAT5cf0/4ps/7yEnCR9QRUCEtX45czwQTg/h20/h001.Fq4XlsUzXQbrhvsSQIowFc55Rs-BCKOgiTOvW4tYyGs" target="_blank" rel="noopener noreferrer nofollow"><span>AI notepad that turns your chicken scratch into something elegant</span></a>, organized, and downright beautiful. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Since day one, <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.vI6Z7nr7pM-hqfUrdIi31Kdkp90Ostq9pYh6syjk9Qbc8yRbYZsiPhC1WHHZiqx1sWRShjZNLuMY7IbwmM4WYInIYdVf7-2raddnFcLyUqWh2aeaa_IdkRatw6Ne9r7MJN76Ey6GBICmYq7FdT0_jsyYGzenY-WkMktELXPIEHoIoocREGLS20EbqP8YYISD-v3HXRXKeGCHSN8ZcD4liueEYDNfLBYf-cc5-BXGU0f2DhByIRvOHC8Kg4w6oRQD/4ps/7yEnCR9QRUCEtX45czwQTg/h21/h001.hx8POxLeXBLYf0vLj4Dp9_ia07Hidvu-x3R5OKlQeZI" target="_blank" rel="noopener noreferrer nofollow"><span>Granola</span></a> has checked all the boxes we look for in a notetaking app, like… </p></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Working seamlessly across our various teams and workflows ✅ </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Documenting, summarizing, and prioritizing all our discussions, so we can focus on what’s most useful and relevant ✅ </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Having full context across all meetings for a holistic view of trends and patterns ✅ </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> We estimate Granola saves us around 10 hours per week, per person – that’s no small feat. <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.vI6Z7nr7pM-hqfUrdIi31Kdkp90Ostq9pYh6syjk9Qbc8yRbYZsiPhC1WHHZiqx1sWRShjZNLuMY7IbwmM4WYInIYdVf7-2raddnFcLyUqWh2aeaa_IdkRatw6Ne9r7MJN76Ey6GBICmYq7FdT0_jsyYGzenY-WkMktELXPIEHoIoocREGLS20EbqP8YYISDxyxG09bHcfu4NiVCkHJTEh8nlbgkz7PbxTT0JOtjNYwEXxalLotUnJi6mAWDUZDW/4ps/7yEnCR9QRUCEtX45czwQTg/h22/h001.gCir05bcCUEatN-ToB5xni8o4PXhUyltgGOtV8JjrUM" target="_blank" rel="noopener noreferrer nofollow"><span>Try it for yourself and get your first month free with code </span></a><b><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.vI6Z7nr7pM-hqfUrdIi31Kdkp90Ostq9pYh6syjk9Qbc8yRbYZsiPhC1WHHZiqx1sWRShjZNLuMY7IbwmM4WYInIYdVf7-2raddnFcLyUqWh2aeaa_IdkRatw6Ne9r7MJN76Ey6GBICmYq7FdT0_jsyYGzenY-WkMktELXPIEHoIoocREGLS20EbqP8YYISDRgF7dN7O27TrjIJL3k4UZp9E-carCU748gyPtdH5O7qrLgs8YHudohawWhMjI5Pl/4ps/7yEnCR9QRUCEtX45czwQTg/h23/h001.VZzcefujoQfBnqekQJnPVrPTPPc7BIN6uKQE1GMomIE" target="_blank" rel="noopener noreferrer nofollow"><span>THEDEEPVIEW.</span></a></b></p></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">RESEARCH</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="color:rgb(17, 24, 39);">AI’s surge is widening gaps in trust and policy</span></h1></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQEbLK5GEk8IlKCj9DMYcu8cotFwng6XGZY-5uaZEBKau006hP6Xp7gPlRVO6z8zkXVPzkJBEn3xSU1y7weo0n9adE8iDKDcwewfn_2avOzOceKFr7mUpYwX_Kk6F23ij-UurwJWt13xfGn7w0sf-wujJMNTDqhOqaJS-2ExCErm88igV027rYdSkdZhFc2hzmRsOiYKSOmOoOVc_OcXEnNqrwG4wULdBWET5s_GM8IUDSn6h0KQMvVNRW-ex3TU9QOgR2m7xfnB0WSEPKSmZ-dYQOrQqcZXZvga3uSPrT3nFw/4ps/7yEnCR9QRUCEtX45czwQTg/h24/h001.1l3ll9z7vWonpi69KBzpZID2V9EQRiK2VOEDYVnMlt8" 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/b97655ef-278e-4d4d-886b-be9880e8d63f/thedeepview_A_cinematic_editorial_illustration_of_a_glowing_a_55fd07bf-cf30-4943-8118-558d2ca0670c_3.png?t=1776124641" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The rapid pace of AI development can often feel like endless noise. Stanford University wants to provide some clarity. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> On Monday, the university’s center for Human-Centered Artificial Intelligence, or HAI, released its <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.qNCZjjYQy9oQCZ7BSSPG-C9a30iNSY17TZd5hIQHoRSUceiPfvZT2tw3Z9Rg_RnuoHHL47pLdqcm3BhXM_tr-dbifZH1K_FLrNT8XMhzsUIHcG-XYsroWSw2MNBO0KIDsJaznd4H4KFPHQQ3ZEQnUgGTZqAfJtbZeK8JlG9hsWxhxUAEqr53hp-zai6NfrNXltZB1zzZHPQ8nH3rQ043kMoaMzmZSNa_9B6jzG8IFmzRS9ZT8_DMd-keJ8M4W8uXWxoGs9ockiXVnENptpEJCcE-QJ5T9JFbxaI3V2_3cwU/4ps/7yEnCR9QRUCEtX45czwQTg/h25/h001.8t0a-rlP5YHYGMogyU_ezE_4p5a7yuZD3MtbCN6Lt8k" target="_blank" rel="noopener noreferrer nofollow"><span>2026 AI Index report</span></a>, offering a comprehensive view of some of the most poignant trends impacting the AI industry. Big picture: AI is growing and transforming faster than ever, and no one knows for sure how it’s going to impact our future. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Here are some key takeaways: </p></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>AI capability and adoption are growing rapidly, but safety measures can’t keep up. </b></span>More than 90% of notable frontier models were released in 2025, with several meeting or exceeding human baselines on PhD-level work. Organizational adoption reached 88%, and 80% of university students use generative AI. But reporting on responsible AI benchmarks remains uneven, and “documented AI incidents” rose to 362 in 2025, up from 233 in 2024. </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-weight:700;"><b>The US leads in some ways and lags in others. </b></span>The report claims the US-China model gap has effectively closed, with Anthropic’s top model leading China’s by 2.7%. And while the US leads in data center density and AI investment, the country’s ability to attract talent has declined, with the number of AI researchers and developers moving to the US falling by 80% in the last year alone. </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-weight:700;"><b>Adoption is on the rise, but formal education isn’t. </b></span>Consumers are seeing substantial value out of AI tools they can access for free, according to the report. Generative AI has reached 53% of the population over the last three years, but is uneven across countries. The US, for instance, sits at a roughly 28% AI adoption rate. Though four out of five students use it in class, only half of middle and high schools have AI policies in place, and only 6% of educators say those policies are clear and concise. </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> And broadly, the public still isn’t optimistic about how AI will shape the future. While 73% of AI experts have a positive sentiment towards how AI will impact their jobs, only 23% of the public shares that sentiment, the report finds. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Stanford’s research signals that AI is causing all kinds of cracks. There’s a growing divide between public trust and stakeholder optimism, and while adoption is on the rise, usage varies region to region. Meanwhile, hype and industry FOMO are pushing the tech beyond our ability to regulate it, leaving governments and safety organizations alike reeling as they try to keep up. Reports like these offer a snapshot of where AI stands at a given moment, but in an industry that shows no signs of slowing down, these figures could change month to month, week to week or even day to day. Nevertheless, Stanford's moment of clarity in this report is welcome. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFKn1NlWIaIrDFbkIp-vDFz9vl2oMteOvCy79ZvCi1mqG4kWD_t-qHhp9szpM0TR44k2gYM-0T9wF68Zf7ApaGHpUclbesMCQWC0V53n9l809UUDYD-m2gVDpCKVcNrGL8t0qK2E22npX4YEvPDqCJZr6RMARJyEaQw4nRVK2lTSpLpMtUtu4Ihz8TNyre1bXsDJfINaBVBHTLjaRQbzI-Tjt_Ad02xXC4qgRBtZDUXT_BKIo71cscnWi_vBdrqwGE/4ps/7yEnCR9QRUCEtX45czwQTg/h26/h001.sgKXlmG3IScInoV_-OWeQaoCDhFLCNtKAip0FZi6_0s" 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/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867" alt="Nat Rubio-Licht" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">LINKS</span></p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1c8854ee-478f-4500-a7a9-d5280dd7fe8e/In_Other_News.png?t=1768575169" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Sam Altman’s home was <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.MDn7gO0R2GYySjUIwjh9JkNNpg8vPI7vdkQIfSUkJFhB4xiUSS4Y6cWIJDUsT9dehNI1cAW_WvY0uiCF4t1k3FktSCSDn2xKIUrgVEFsceLphTHgRJlEPtL2gn1Wvejwo15qG4WVxoaqDbaUqMlC4wRsPp55VeOsXow1AhaJaJ0juMLzwfc9fXqoLur9Yn4e_BZ_kqtxwY4MH82h6mOdSSoOuObTiYeM_FoXqp3YvGRech6EjXdMuY7qqIsyXx1Vo0Sf8E-hNZpO1mJ7XzTFcVUqB2GCJXazznkR08fIIFgsW08_lBYbGxnpKrytKzy6/4ps/7yEnCR9QRUCEtX45czwQTg/h27/h001.gy6CBZB4z_-oggXpr0_TdbNeme2H7vL1n8aPx8oLaCY" target="_blank" rel="noopener noreferrer nofollow"><span>targeted in a second attack</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;"> Meta reportedly builds an AI version of <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeGHVgT-Z6Sad_XSwcUuu7KfLaRm3GwGoDd2cqQODlX3r151RqXSVnh-_wcAw3wFCjJ4KMnfFomQhbXOjgsyjPTCp13a3EnBFSuoTxBfTRiJy_wQiUsKHVDn2QIFu0ooUl-SP81CIXITW9SWGuSYzD1c2KOaO_Kr1obyeVW4NE2ZXY7khoAgdpqRQ_ZNmhYWsGEyihSLffSQ9RMho7Ai2Qoq8ku8vOf_QEDeJcHaHznp94lyN2FQ1mgBm6_nJKYCMCCwuf1Eu_wE7iw-68i7eOrJrbLkM5R_IN_R_JaU6POhrlz33nX5L22qWnc6mx1cvASfHZnayXHs_QKNLHwPYgN5Hb4oo8-3N_V3ZcOS2kluljOvrUhJj_a4UGB06E-9Y3wh6UNVOIwPvPPMq9KoR5Fnvr6Q40OHMDnLM_6n4PA6kwiXdCqaXEW-gtF0gxtvapLgd_v-iluq6_zorCtLC8_zSYIH3x5SiEZ6yeKX6rHDXz7ctcYQz-AJLug7QvNaErYrfFS7iJhzgKba4y-0Kucwr7noEoQAvWFdS4tMJKSmJ6W5lqODByVWjMnj2zGiTWw/4ps/7yEnCR9QRUCEtX45czwQTg/h28/h001.sZ7-T6Z3YnSsTZNbfoeGVttcwQEjsKhRZ71V73K99o4" target="_blank" rel="noopener noreferrer nofollow"><span>Zuckerberg to interact with staff</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;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeA0jRZMFMy0fzMUA3Jxn85BUnncpnHBN8geh9g5BvOunsd2zDSZ5z-X0jNJ8qNs-8OBo2nu9p4HgsggJ67phmuKz4HUthKT6QQYj6TncIYTTY3Cusje5pBDhyYa3HuLgfFwSco44EwN3FjUp_xa4LwvbAthZOz5QhAZvRYvIDKJ-BUzpBrCzNjqoEpa_Ie9y9IGsa0jxCRr5YB344O_kUnlM4E7vJBMTvCKAcszx7LMYtH6eVCpTiy5ah5QIYr3YsXWlvoubCefJcL-idKmpVO4PpiIJNGhZya30Ey9i5XNiEOzCssSP_z6yOzxcUxYn9fL91o7l9UjOLrOmLkJ2WYM/4ps/7yEnCR9QRUCEtX45czwQTg/h29/h001.AAJaXU3vVsBYJJr6q1MW60wSyPZxJmiGKi1rANZVRBU" target="_blank" rel="noopener noreferrer nofollow"><span>OpenAI internal memo</span></a> highlights alliance with Amazon </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Microsoft exec says company explores <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeNQV17bivccHNL4Xm_RyIekQAywooyYZGJ4JAq-wGU7PyF48XqofFqM1lo2rNujEiumneL9O5DSaHfcf7Oi8x5a2Wz2THMhniQxuEPZX8HuKF10ZGC8ddMOvR_oDnRLXk0FEOWC0_LJVDnaelVZGiXvytdXBVA3QIWxCxByM1osGvG2eMG49B_jNsgFhQcK48U0-3uU4soAl_w1GCl623IdQIAzJX9vZPvSnMpWgWn_fd0WETurd9IBDjdvoOxt2Cfbyiu8l22sR3jEjGwEtc1kI7sjtGsCWgNOt6aYc8zO7_L4Bmst5Gory2jZe9IltWvUgA3G2kCLY5CxO2kUQj1E/4ps/7yEnCR9QRUCEtX45czwQTg/h30/h001.WcJqW52Dj5kdUiRvZ2xOj_x_1LNZ699FtPjyuKWbWL8" target="_blank" rel="noopener noreferrer nofollow"><span>“OpenClaw in an enterprise context”</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;"> Anthropic may be adding an <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.7zYFXt5AA3Px2NyJbPz6hOtCxiwCXLQABiZzVb4fUyMnRUOkB0Pc-idiaE6jyAtLke4jvK7QQLEpaLnyW80pmf3oMpazwxuDAeAjcKQOX00-sESIxGjYVaC6DiGVguGWZrSfSU5Wikc3l1nFllmUi5bMp8upQJ5VwO8IVvvTIMz5LWe3KMVQWXY3PqQ5C770R5dzhignHCfDZuENtoGS77d1elPJ-Zi0OeCZ77EcS9b--ggZMX3gS7s5mtlj28EC7HspAKUqKTutBuxCanhw3A/4ps/7yEnCR9QRUCEtX45czwQTg/h31/h001.LToeB-DOWnXOGb4AuXpYbnBUnr5fX7xSwVjTjjtNc5s" target="_blank" rel="noopener noreferrer nofollow"><span>app-building tool like Lovable</span></a> to Claude </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Apple reportedly works on <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeND5z3fn2eA5HMQUmmQlRebDNpJJtmGOJAFdCRWZrIS-MMYRb3D4qef7iQ-D9N8-nAG02RrlkDai0wq7bZtoBKOHxtQZ59odmHQSj84P313J3oRDjPQkoA9FiaoH9obIiHTBStqcVVjKFxudbE07Sr08kya8M3lN104dD_nIEFn1-v8OZJiRUe7MxvbLAoBitHUbWk4ckQSXPHTDmslQ9Uhs36PXPENTqpbZpeTUg3WjtAfdqoFPv_w3LRiMEj-IHeKqH2BStoYauW8vjKeItjiAurU4nSU3k1iHhV6Uu1IAdHoNghgH0TSPG-7QaNGMSV0lpsVhnRBmlwf3Irb6776Wn5SmZZuGk_Yb8XM36BpvxlnJ7jlb15vy-XXoZ5ZdxQ/4ps/7yEnCR9QRUCEtX45czwQTg/h32/h001.0k0-K4lEIwXoqItXXyGLvJjXoXFDI38VbLDphBcDHdk" target="_blank" rel="noopener noreferrer nofollow"><span>display-free smart glasses</span></a></p></li></ul></div></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/59d274bf-9e99-4acf-a6c7-ff9cdbb0233e/image.png?t=1752986916" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeBJpVfD8p7NRKqoibXBI3jimfIcJ_-GUX5U2uI2mwORPlAGfdyVaskIr9eQVeGWEgdJp1fotwHPSPaRzaE4aWBaZcySVrzVeRHp6qOimjygaLMUXaGZUnRb8owwDpxKKTrHtt5iTUxj-XPPN_tbFll4Owk9FThEqe27gxH05nW7oH9_4bi6cfUqK3SRdraJ5_EbuWyWzfEprCr8NW2131WpeCbykcpv2NuZ2P7u5UA3axk0ZrdRCnkARQ-ucOpU7iIKRg33Oni-VeLI556z8nLTfVsm19xy9wI7njWIl2hEX/4ps/7yEnCR9QRUCEtX45czwQTg/h33/h001.Jyli9qno0UbWtzHCkXJbfg3ULNC2cBKrmSYOuSDJpdc" target="_blank" rel="noopener noreferrer nofollow"><span>Meta AI:</span></a> The app soars in the App Store due to Muse Spark release </p></li><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://elink983.thedeepview.co/ss/c/u001.7zYFXt5AA3Px2NyJbPz6hIt5Akmikadq8B1A4Fhssmv1xxdAOYKUsBp2OgDlTMDooJB2nWnVULHa4z3i2CP3VK4dn0rmHJseS4yfobzUNfWRSOoSdQT1C6k2G0aHUTzxVex9-HQr3gbzkBMxewv0_RM7kWwMUu2zMnIaaKs18h35edEB3DxPan-KigqKszgcDBkgKmTDaQRk2R0oTB6Rs92PAle_Yxpmn-b4HJ0mubrAuquDINFJC8DPfFFLfYT_H3fIvSlv6XVIrtAtJeU1qmyr7W1ssO1oyEC51_5hB40/4ps/7yEnCR9QRUCEtX45czwQTg/h34/h001.nxnIm2dza_Jg--QDIegUfFhQNlqiunVXrrE5OUdNIuI" target="_blank" rel="noopener noreferrer nofollow"><span>Ollama</span></a>: Ollama 0.20.6 was launched with "improved Gemma 4 tool calling” </p></li><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://elink983.thedeepview.co/ss/c/u001.7zYFXt5AA3Px2NyJbPz6hGlNDtHdSnrofh43EpNBWXH855JA21zAStsq-99nLCbOQQPsMiq_dbI31x73Hy9IEp3zVHKhG30nXHzDStJ7ur-F-dC1XWShy_u2wr-Fj5BqjQsrgMqlaX7KQTrhT-jaUxFI1wU0thXDqgGX11VXJO5C-gKfGyYUxDvA9p8cjajmwPQ6uvy2DhTWs3ET5J7NBiqLSZVIJ-kZg7M02IYNcsGn6UmMWQJ2QUD7J_rLggq_yuJ4FNsNox2MbzWISzEL_BUu_qpAZrm4WdqG9PbaT3Y/4ps/7yEnCR9QRUCEtX45czwQTg/h35/h001.EHo-LZl7I3XCoOn0VpaPjqgZo8ogjhlHBivtZFow2wg" target="_blank" rel="noopener noreferrer nofollow"><span>NotebookLM</span></a>: Certain Google for Education plans now have higher limits </p></li><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://elink983.thedeepview.co/ss/c/u001.7zYFXt5AA3Px2NyJbPz6hH5YyJ5TuSRo0GAnwBZB1GAgAu2v2xAk4Opy370YhHBuM-ZVcnp92MQBKB2C3M7Lp8VOIAYLWHa9DJYEbp4LkNdaVoGiwUeZm-NZIb86Nxv4XUmQyPNa-MNzBkMeJGqj47Lel4LITIwXk_uMHUpPrgh0w5JwkV_E0GRY10Gzm064aeyQLj9wY1tVFke7a1Fr_1HcYi6mh6RZSktaIg0sE0xhz6WYHXE-WHHVf4zHQOdN5xefuLdOSsqXsG9Dzpi0i5RGRaHvmZrYuGv-c7PJkhw/4ps/7yEnCR9QRUCEtX45czwQTg/h36/h001.2Xw9nLj2Jw3AOVYxlzJutw7ouijbgMlrBQPT8jU0jg4" target="_blank" rel="noopener noreferrer nofollow"><span>ChatGPT</span></a>: There are more paid plan options, broken down in the post linked </p></li><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://elink983.thedeepview.co/ss/c/u001.7zYFXt5AA3Px2NyJbPz6hOtCxiwCXLQABiZzVb4fUyNGrjyzrx-d1N1gJb7euO0np8WqAl7HYJHJKRZANJ-JwLIlyI5BiYoTwt2B7KGKLN2JGlQARy1kxAKcPjiZigdf0p5R569OXm2dm9PmDBqYm-eypOACmflmjwHD_h3nkbnqqsTJwkmQ-hefL9FrRGsivRBJtdj6YAZX64HlHBsQp4bdzkrD_xDD690tllzLA_7VmpEAEBczd-iqYKzsRu-2t5H1k5lGU-TLFwxEFi0ZlA/4ps/7yEnCR9QRUCEtX45czwQTg/h37/h001.H7ZOwoakvo3wyQKGJR0N4GUirQdBH8xEh-gv5m4xwBk" target="_blank" rel="noopener noreferrer nofollow"><span>Cursor</span></a>: Version 3 got updates including agent splitting for multi-tasking </p></li></ul></div></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/25296119-9f00-4620-9931-2d98d0068485/image.png?t=1752986966" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.sXXnxCzQc4R7kmkfT58w-w1qZST6l0M48sKI8DOnjTQOculNnYop4v0IObDr3EToZEI7Ua-u7oyQZhcCymNKHH-ZqLZUpwJvYV8XpngcyEzCqls6OiMkhh5DYlAUk7QbHYHobUtqObUxcFyLgmIosXKzQVRNFbtu4bcsB907vYwVLFfanE1aYlm3bckfKnMkAch3y1dpsn4KW-OlRZ1YkPpIuaC0qHvj1EHvgLFZiGXvjF5XCjQRCn1yKo6NoandVrcAqvg0olYfsJ_CScuU58GvMG43JsKvyNDrBoPrQdfqcqUAZhTtsq7XQBd514nf/4ps/7yEnCR9QRUCEtX45czwQTg/h38/h001.CFipxgkvH8U6UsfQm1pQ6goycjdJTc5VlVaJkvty97g" target="_blank" rel="noopener noreferrer nofollow"><span>Scale AI:</span></a> Research Scientist, AI Controls and Monitoring </p></li><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://elink983.thedeepview.co/ss/c/u001.u6uMT7JnzQSmBPaxMv4n5kH8IqBprOIvIZsi6CkOoLjs3LPghdpL145Fv-AkVlIF7bkWeqIKiccxvG8J4g1PY-nPzPfvCGuR1LobfuHG7BVxlLRAmFSyl4KxvPA_5MEsJfRAzIqgj9vFmxgydlIM6SxtWOzMc0B-TjAIzTQHz5CergmKOn1r9p3z2dMpyeaggGUbFb4r5cUhuVasOq3B_8hSuOwy3uwoa0igk1Nh2gQuiUF-TArS9YkrN8BGnuM7nC9ZRlGSdg0X4oTLUFgRwePneR8nPbFdi9g1t5eNgWGNz1FSKhDEulWr-MBA4DgtqTCOuLnATNHa3oMO3xbaH5lRKIF7pOkLeJru1vLe1nc/4ps/7yEnCR9QRUCEtX45czwQTg/h39/h001.bJGFJTKpETe-4NsEEoiOJALZlffElRx4nrFPj4DatBw" target="_blank" rel="noopener noreferrer nofollow"><span>Zoom</span></a>: Trust & Safety Machine Learning Engineer </p></li><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://elink983.thedeepview.co/ss/c/u001.sXXnxCzQc4R7kmkfT58w-0tSpIUFbSIVn9kjR3WszaotVFpWIGUeP2FcUbAeX3KPqrqlYKrLmkmgXw_uSNPr4ZpxdwSa1cBK7Guag-fOY0lRaa8dLGCj5jQNgAB8XEjquckZ9V7qmnw85FG2yWkQyLp6t5zHtp4q5pidNyWA6fYSx6hhEJU-o0RUyUm7JGk7-4fPXObgkrolBNIJTGHlXtAX-2_7GMqVsJPN-G1RjAnaoUwhsxTZmev90Sz8MCERQdP0xMf7Mw9MNxn55mQDZoRNKNr4k736BqLqAPLE9VMNYiuFazKwh4mU41c8elw0/4ps/7yEnCR9QRUCEtX45czwQTg/h40/h001.8WKCqRoMpV8Gl8L-p2mx6zzX_cAQRxDLQtNv94Fs2hg" target="_blank" rel="noopener noreferrer nofollow"><span>OpenAI</span></a>: Researcher, Training </p></li><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://elink983.thedeepview.co/ss/c/u001.sXXnxCzQc4R7kmkfT58w-w1qZST6l0M48sKI8DOnjTQgwopesiVz_BIPWeYaFcekO4a4p5Tyni_RIq5UuGpjhX7l4ZfG0eLn_S9SP89PadfXUboqQhh8hWZUC5ftg0RLag3IEu_AsvjtU8xicqp2SsXpZQ3BgPBX2-elbC8gkPxHY4fbkQREjkLPxLjBpfdAtcnDQ1zoZhR1k3HSYkEYxhMd7c5_JXd0Hk2sUK4jDBDlegr31I9uSNwECoZVvAbwNRGLPbzyqLxc1GVSj_rdnUadwJwXPTwDVkhkK1AvVlI/4ps/7yEnCR9QRUCEtX45czwQTg/h41/h001._OnWMMu3kSaXnABU_JbCODOXk0DqYRAHIL7EK6vp_mk" target="_blank" rel="noopener noreferrer nofollow"><span>Anthropic</span></a>: Research Engineer, Universes </p></li></ul></div></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">GAMES</span></p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d120b54c-d56c-4fbc-bdbf-41e83cbbc770/image.png?t=1752987116" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3524f5d1-9abb-4500-8ce1-db4eed186325/AI_or_Not_-_TDV_-_2026.04.13.png?t=1776123501" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td align="center" valign="top" class="e"><table role="none" border="0" cellspacing="0" cellpadding="0" align="left"><tr><td align="left" valign="top" style="padding:15px 15px 10px;"><h3 style="">Which image is real?</h3></td></tr><tr><td align="left" valign="top" style="padding:0px 15px 15px;"><span><a href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYX9V_Kgr2DtZUuIPMjvWXE-NyLIpD_dq0JLD2AfpPuDYREmxAGphunbH-0lXhIDnMR_bI1_Y-Wk-RGFzQv55k5thVjWz0xiWA-GuAtwimuq08hFrPBRr2glrKHHTefGzx7N3YEIFQFwfXb_UHO3QxLXNGS9yStGL1QhIC-g_viDywZhU1lR83eUWwWoVqzIA40Fn66Aak48xRTDWrHx0hLos6yVBrRKXlzuiX0sQRWPFvgzrUtv1Rvw2QiQ7wKirRlhjDw5tm_mabqCZwP3Oxsb2ATWLFpgqBYtAQC3I3vgOW4G2toY00W-oz90rsxDQFB06Y-Ihgu3B-6l5v3Q3hAAmekx_TZHiYRkA4lZthqeemgRD_50NOf2g9eO8BluhNJ7qrta4_KNO_GqOMqsrrHHsmocRvlDyqEmfGhZvkh86OrYejc_X3bEUgdH57WlJWqw4Vp1iNHn_QeoxXI2nrjIqW-Wyi7lx1NGrDsWLzsQoAQwmypfut4IWdSBtiZP0X6ZKR8w4sJOSOe8mk90k_WUmwsJ7eRKHgemi464nHh_L0TMrfp23W3qfRrGWGNkOxqCANjYVnDG5DfdQ2Pe25ljyDXM3ahqfu5raQAgKFqgntjFkVwK8LB_FhLBGuQf5b0RAwgwoePAFHFAOlwb9yuEKP_ljwAVDaNTtikT7LCy2J9fs60ZrJRJGD7LtlNoqRf5mJ7ZOs5odqt-kQ3ubMqB_YoFTO2pIpTaI5iSSFlULv9YNrnG1huqkCSn__LYU4YMXf5KUR11DQ5xoMo-c_vZ-ELP02d5irDkIu5iZFUHqdFa8IVpD2zOc5LR03enhF96nvH_JsVvWijvIoqozw3AvcNAQx1EmySFGGmdRT-n1_ZYrCSWCViwQVS5MxcxmIBSlSRcL5yvMrtx7trE1sZBUpMsMO23qlHpN7v_lhAiZA8ChuFZCmwJwvvwH56yYpgHctYFNW-Ji8R_UOhLToNJaLAkoWDzJAF4cSXmuzLJcJqaeydqM1OyajEx2kcM3so/4ps/7yEnCR9QRUCEtX45czwQTg/h42/h001.2B0f6gcN3Ng9hd5asxLAND2TSDIWDOKd2wZ4D_gTL1M">Option A</a></span><span style=""> | </span><span><a href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYX9V_Kgr2DtZUuIPMjvWXE-NyLIpD_dq0JLD2AfpPuDYREmxAGphunbH-0lXhIDnMR_bI1_Y-Wk-RGFzQv55k5tf03PRx21mb6VI3GfNYHTiW0loTqxO_8lf7SI4pHFATILRIIDW8DQ-w3qpY8PnnANPTaKMWJXLYIr3_iGD5k7p_59lZTdduPUKiUkW9pxe0wFxJwxqQ-duWcA_EKHGuoMUZIbaF7fcocCiHwyAUxhOXkdn3B0eAAQPtvai0JUsubg6RTAHl6qJM34tfbQArmFxk6tR6N68B4qtRdiLOrxEklWq5SuuOpr1rYy9zmlcSq2wfwkBw2Z4JvJ1osKX8UIZDQiP3VnWVsRhbqPM1XKYum-nc1cePY8JL3FtpSF_UKkzaL7U7_rnSB5MqIdTA5JYTWJxZQxGzdv2Gdz5FWURxbHY7JT7wYZBnas28TKOor49E4e2Fof6Q9oJCD76zBlMpfUKZKkeYH4MYyVPkN7DAcMD7WVgpRKef5yiAJQZ365bOZtXbwnYKWpunrcJRKouUwjiQTBnrwNsmwXvxwMfp-wkh3CgkItxhzo2spLIuVT4WwWJ-EhRde_RAf56YL4EQYekxVsxCkMgnByCJJjldyGUOoT2GVVHMoJhxwMMPG_g-S1myoHXX897Rg3C2kRfHQ5NTliHYJoZqRWk9UwWIyxlnVWrrKqCHWKJQ7RCBoAIwn4Ojq2Q_d19V13F4w9uZJ6y4jinBeg04YRQ3flc5Do4tEU16b_vgs6mNU0PJ4goW5s_3dE_J1xMXcsqemjvfli7i6VMsrzJJJ6Eh6iumMer4kggUG5sc_SgowLGwCLJIYxlooO7FYzwbqnVHSEE1ZDH6mcOnROADRB2_9yhnsrOPO7A2v_Z7qHg8opc33wbQtHBNPNT4Fdkx_Fw9uqXCJnsLwfipkW9iVc1VnKSz6rUY3EHUViIQKghNn0s9Vfckp0Ymdlu-Hgm3M2ndVi89lVEc3h58HuryXoDfWioWrifn5x5TROVchtU8RGmIY/4ps/7yEnCR9QRUCEtX45czwQTg/h43/h001.N3e3DCVEClMudwKcfjgSvmOhdBuP6o8Sqg7typy98s8">Option B</a></span></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:rgb(55, 109, 252);font-family:"DM Sans", Lato, Montserrat, sans-serif;font-size:16px;font-weight:400;">A QUICK POLL BEFORE YOU GO</span></p></td></tr><tr><td class="e" align="left" valign="top" style="padding:15px 15px 10px;"><h3 style="">Do you use an AI browser such as Comet, Atlas, Dia, etc.?</h3></td></tr><tr><td class="ee e " style="padding:0px 15px 15px;"><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://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYUQeV8V_fiUASrAGp1mgflolqCSmzWNqdSNBBnZY47uzZJPPMrLhXAWs-9LzaOFpdqr9J3Ubn1z1RE8fcIXTf_lDNJqQA78rC9l7zzZUoVlh7LPC7C3CW380pjYrquhcIORkOnDvVxOQH2g41w_Iva_g4QAbxnwKBTrrxXjgosOwu0yc5z7bkOXQLEm5SJGkmzZc6l2l_hTgmk9k1lSSI13zB16WlDGe_pb_pT6wQqAHUsY5_n8r2yU2DzgPn-a8qguekXEc4xPTf0Arz54iEG89P-Ye9CDMG0E3jbKcwaZsz80ftpvraP-cGJK8JILxgk3wFJAwqYWWpeYo1cUcmH0D0AZFZhLONtRH7aPf_RjDMDeto9zTt0VEdNnri6DH8Aam988hydhdxfixlxQ8hqLFYQg14AyXGZca9Whbinz8xyc5En4TfRDPPnqT7mvfbQHNpOPA3R2kx7iDQ6AWzVPqe7XOla8bgkvPTJwR6lNpvAr_KrXoGB8mWZw0fKsPqy0zKG_inRC5mEso8ZYCGy_jZ06fqnUKnBTRnzCDzZeh3DozeIU5xXV0lb-IeCVkN0m7aefu5QvkMBwGX6FGFNj7hLaAPfKgHI7RSivyQoNykA2rKb6VjN61ykefvzXftdmM6bWs94VvSAfWJF3OiyhioJNV9ErhCqeUAl532cfGT-j4MWX9Eo3eE-FGGzHA-h78Ms8TNDMxP2fS5VDJaTD6AzVrWFS1LOO-5Ft67K3DQAZgDrBJ8slGyCjJMtwvXuvBZzLFVFn_-XkY4OcZtmSQxm00WVP5MOetxslszJoCfblGJTLc0f2VqMKn_6Dw62YdN3VrZ3nfi6pBkajJhZ30qmvDdwliE5Dewd5aspo2zg9D_rqVJJvZW_XLKWGPlHi1ZMHgm4AjKl-Cs0_f6LTaOXno6DOIG1LfLzJgxSIyBOZyreT8VB4U4piaVMTUm9IR3os-pLpx0VM94zV6YW7kGIkMTqGEHnOzVWxaAMOjQyk-cZButOXBHqlUqVwD2s/4ps/7yEnCR9QRUCEtX45czwQTg/h44/h001.rwNHyED88dHWzt1uJCLT0BvmZeW9wX-y3tdUWLO4oH0"><p style="font-size:14px;color:inherit;"> Yes, often </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://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYUQeV8V_fiUASrAGp1mgflolqCSmzWNqdSNBBnZY47uzZJPPMrLhXAWs-9LzaOFpdqr9J3Ubn1z1RE8fcIXTf_lQlMOsIptUxz8CMcIhSu6HTX_fSv7UuQFxnCa8-eHKLPtElDD7d2ul1NDiPfejyxLD5l-logIoRV38yR_ZF9Bd7oOGYJMlgY9PUbepJ4RnymAVoxqtssx2S7VSojZZWURpmGamgx49_pYoyZyr4UWI-bsKih6xk_uNzFWLdi0P7bXcwWsgj0cvlEBKD8m4Iw7SAJ6vt1ZUdVD5vxRMMFZV6KUkfn7e5RMgY8ty7L1-VgsZWZ98YPAv0wV1hKYSPfpZox4G7huIWVP_L3Lrlbtid9xbtktATyWOGD2A2N7pS5GhEVZ8LcefRVY5AIzOkZ5JHridTTTWUuKq2-VN4m2971jx06ORiXJhoHm_-3vO_LTEADFsZvbN4_26pEcQYtXxklW3s3rOSOFafps3wZ-Rdf2ueMTQKGBIa37zbElBdL4--pxgD2QiIPPmI9I7Ga1na7U6Q8CnynRAdWrJZmcLEVCrJY1Kd8ZxWb8_60a0mRhn1Awd204s4b2YwUb2X5BmcFRS8ff8cYYpXQKwGGLJegINbZxawyWZ8dCrSdumq7Q9s3rQ3AChum2TC60KB7N1mN8qFPsJ_V0-f8PoQqzYNHDcXuCSEBehJdkvwZa20trcXN_znbDBP8FRRH78lY8tX7nmIh9wnrs_3JdQ0FfdmExDxGMZris61HQcMEJXsmYQftBcvqt0476BzKKXCnRN7ZhovSQ09iHUNAsE664GFev8NXDF6VSTWB2J3mHCE522VxhWowqOtblnjAnGXjpoNcafV2dNBDJoLfn3UE_csH5ZJ-yS-Akc_EKVw9IXZ1GomYoRTOMGyIK4vcWB8pc6RqdhQXRoFUxwTBLAC0LVRg_dVVBMxMPUgiAp3oOZV98nn077gbwLj_Z40MmHQQ98JwHzwZ8yvStnei6EsYmT2XUiKAPQbudo4u9CpEzMzw/4ps/7yEnCR9QRUCEtX45czwQTg/h45/h001.6uL5uH232ebPiCxvvR8xavCws-61IMpNwlzi33EQxNM"><p style="font-size:14px;color:inherit;"> Sometimes </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://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYUQeV8V_fiUASrAGp1mgflolqCSmzWNqdSNBBnZY47uzZJPPMrLhXAWs-9LzaOFpdqr9J3Ubn1z1RE8fcIXTf_lowRHk0-BzlUPXmv2vJ4V-6CgYaGMBXg0CMmC55I5YFyIaBMkO31IZRHnb5QwVNEvipKUNMypFTS9UV6OiJHexO22kPua0vACPZ8shpui_WunxzZuaj7wDb3a4ebfBDkto9et_CQ6Ap6LFNawKhIHzEeasH25KvBxk2k_jenwSm6FGTn_nw6EoxcMBE9CltfSlWD9t9b_fzYjA7uRa6zfJOptaNKZlaOYgfsdqCm-KRNap0ZClaD_8C7usqTcnfyO2gPLYdfdr9WPYol2xsA8U_4qb7z8qslX_gsEAXBsXZdGL8ii7by1jieK18ZqvaY-HQ7B6bZSZtpQlmW08PMo5QBO9NSOkkMAOWTG_k2VYFrARZMaC08Lta2tL4fmXHpzTRgroma9EtlqU_KOR2w1STN1l1wejKjDqv75Wgkzr9_IAEdp8qzlkmczIGJhDkZmXEknJhBuDjnwuIt6OxyqABhu8cYVJdEXPGTrd3T_4bTSfDCct6mnHhOibQaZ4K7_2HZq7FaVteHU7FnWYJfdLFOyVrNBT2HzZuIqK29KwStoRCmDpTNrLnBGYQPy6E-tz8dY0zGtfoL6bDWQwm5o3yRhiG1YEb0jcCRdtvNbr1JryIrMj9sQreK8WJ97zIQh5czyw3z_7gLxuxDauvq28KjVafh26ncE-6_sr-Xi55eulccomnz5omi4Xz0gOAD0qEz3MptAteS_5XM8sExPOGtnFAYwws40y6cXPfJn3OrIdT5ia3LHCjlJf9oQoWDGmWAPZ4NFQC0x-xTi30v3oZjETgYI1mXUmiD9hPXaqRwNT8fD1wcHhzZAQWqcCvPOpkTKLXRzfILeC9_A90RowgvOFfwF04_Urxf9G2PVsgeks3Hp-INJ1huNaEYrcElt_Caxm6U5gvyno5P190GOsmjyFOgMmqbAd6z5ZomlQSI/4ps/7yEnCR9QRUCEtX45czwQTg/h46/h001.yPKDxdXX-uTR84De1xZMFxktVN7J3bJWMvoqfiXv4NE"><p style="font-size:14px;color:inherit;"> No </p></a></td></tr></table></div></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The Deep View is written by Nat Rubio-Licht, Sabrina Ortiz, Jason Hiner, Faris Kojok and The Deep View crew. Please reply with any feedback. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:356px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e9c68369-dd53-47f9-bfce-ac12879d69af/Multi_%2B_sabrina.png?t=1768575106" alt="" height="auto" width="356" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Thanks for reading today’s edition of The Deep View! We’ll see you in the next one. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f13ecf40-963d-4c4e-8059-8f41083085a8/Frame_1410104595.png?t=1765345242" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td width="100%"><table role="none" width="100%" class="mob-w-full" border="0" cellspacing="0" cellpadding="0"><tr><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:294px;"><a href="https://elink983.thedeepview.co/ss/c/u001._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqWvAnDBcANhCMCCMIseWo6eBcbyIl-OgwreF1GJPFTElv1-1h7Ie_Hh-hZw-rJf3847Io6cA2gqsLkT3lUUZzpy1Oe6rnSLPjTDWQOYMpmSemH7eRMJuH-gQk350ewIG90oEzuzzs-INgJrfhQSt_OfIMrYPWY1dYwDdYHlXx0LYM3A_xQPFPYgmcvxwmCi-3yis-1QQRVCr7bqgQQ2vZ5Qo1fg4lczy1EXLupi-d0nF1ToLpJsLRxMd9aBtWPOtJrrMe0WA3hW6gnFIM2E0nSlCsUCSLqDc-xvqsagbnqQRQ/4ps/7yEnCR9QRUCEtX45czwQTg/h47/h001.i1Bt2cod312ZnTViocy1QwntjSsGLoXPL2iZycJQFco" 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/c2e9dec8-276e-4b91-8120-34815ae899f0/Real.png?t=1776123788" alt="" height="auto" width="294" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="center" valign="top" class="t" style="width:294px; padding: 4px 0px 4px 0px;"><p><a class="link" href="https://elink983.thedeepview.co/ss/c/u001._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqWvAnDBcANhCMCCMIseWo6eBcbyIl-OgwreF1GJPFTElv1-1h7Ie_Hh-hZw-rJf3847Io6cA2gqsLkT3lUUZzpy1Oe6rnSLPjTDWQOYMpmSemH7eRMJuH-gQk350ewIG90oEzuzzs-INgJrfhQSt_OfIMrYPWY1dYwDdYHlXx0LYM3A_xQPFPYgmcvxwmCi-3yis-1QQRVCr7bqgQQ2vZ5Qv34hlGBK72_cW1QVKcpuoMh6s9GJ_tkrE8c79wckEjF8cYckT2nHX6Q9uTS-2Cgs8vN7G2LPyxoPTMGQEvttsQ/4ps/7yEnCR9QRUCEtX45czwQTg/h48/h001.Mmwmv8_xGcTBPy-hJ-nQBlLdg9vPw3Pr9ByGM3zZq64" target="_blank" rel="noopener noreferrer nofollow"><span>Link to the original</span></a></p></td></tr></table></td></tr></tbody></table></td><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> “The water and the reflection look too prim in [the other image].” </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;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 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> “No numberplate on the [other] image seemed strange.”<br></p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> “Wheel in the water on [the other image] is unbelievable. ” </p></td></tr></tbody></table></td></tr></table></td></tr><tr><td width="100%"><table role="none" width="100%" class="mob-w-full" border="0" cellspacing="0" cellpadding="0"><tr><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:294px;"><a href="https://elink983.thedeepview.co/ss/c/u001.8tm-lavloxZbk7LH_fkTGH2M10dfrhzpV-xamfuX9OnuOAHTcQpDCR5htl0tLYHXVnFd6k95xH9ZTgEGd9rwdMYU93vsFdgUQ0fJp2fJ0cTlXVYiIFFdmQMtOhNP7fXhOUdNCTdCsOgrdEKcFWrYUOAb2SQVsQ7lp88DzYbNsfmDp-hQZ6gBnvxrxDac8nI0GekgGA0_E3LdvSqFCSrOMO6UcWvY7VyIJIjmOsd_UJaXmNNWR7FI4TfKPHGPyakoI41oby7TaOudEujKdVEC7kLP-kC1BXtp4B-ePggSbL0/4ps/7yEnCR9QRUCEtX45czwQTg/h49/h001.lZlMwO619E1hUJc6EXgcmJfjLeRi7HDh83LYUejSg9M" 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/a8c9bcd6-2c64-4596-8cbf-f9255b08d8cc/Fake.png?t=1776123797" alt="" height="auto" width="294" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="center" valign="top" class="t" style="width:294px; padding: 4px 0px 4px 0px;"><p><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.8tm-lavloxZbk7LH_fkTGH2M10dfrhzpV-xamfuX9OnuOAHTcQpDCR5htl0tLYHXVnFd6k95xH9ZTgEGd9rwdMYU93vsFdgUQ0fJp2fJ0cTlXVYiIFFdmQMtOhNP7fXhOUdNCTdCsOgrdEKcFWrYUOAb2SQVsQ7lp88DzYbNsfmDp-hQZ6gBnvxrxDac8nI0GekgGA0_E3LdvSqFCSrOMIRpqZfSbjbTJvPXKU9865G89HErN2hMjjs5Ic21ruuC8aKmghaC5aIAt7vfTCc5vL7NkQ2kM_kHNfnkFGDxoIg/4ps/7yEnCR9QRUCEtX45czwQTg/h50/h001.FVr6HzzOXgpN63OdihfKk26lqNpqwFocAq3jL_aoHy8" target="_blank" rel="noopener noreferrer nofollow"><span>Link to the AI image</span></a></p></td></tr></table></td></tr></tbody></table></td><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> “Trees in the background of [this image] look fuzzy. Number plate blank.”<br><br>“Both reflections seemed off, so I guessed.”<br><br>“The ripples in the water [of the other image] looked too perfect for me to consider it real.” </p></td></tr></tbody></table></td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;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:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f6b2537a-c207-453e-8567-5898374096f2/Frame_1410104596.png?t=1765345268" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" 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**Hello, friends.** Ray Kurzweil's insistence that AGI remains on track for 2029 is a reminder that AI's trajectory still carries both conviction and consequence. At the same time, Stanford’s latest data shows that AI's growth is outpacing trust, with adoption surging while policy, safety, and public sentiment lag behind. Against that backdrop, OpenAI’s coming superapp points to where this is all headed: a unified, agent-driven tool for knowledge work. Merging browser-based multitasking with agentic automation will signal a shift from apps we use to systems that act, bringing the OpenClaw model to the mainstream. _—_[_Jason Hiner_](https://www.thedeepview.com/author/jason-hiner)
**IN TODAY’S NEWSLETTER**
## 1. OpenAI's 'superapp' signals the agentic future
## 2. Why Kurzweil still sees AGI coming by 2029
## 3. AI’s surge is widening gaps in trust and policy
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# OpenAI 'superapp' prepares for agentic leap
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Caption:
OpenAI's forthcoming "superapp" is one of the worst-kept secrets in AI right now.
During a walk in San Francisco last month, I told The Deep View CEO, Faris Kojok, that the most challenging part of using OpenAI's products was switching between the three desktop apps. Apparently, I wasn't the only one thinking that, because less than a week later, [reports](https://www.wsj.com/tech/openai-plans-launch-of-desktop-superapp-to-refocus-simplify-user-experience-9e19931d) began circulating that the company would merge the three apps into a single superapp.
Since then, the OpenAI team has been publicly discussing it on Twitter and in podcasts. The most prominent of which was when President Greg Brockman appeared on the Big Technology Podcast and [told](https://www.youtube.com/watch?v=J6vYvk7R190) Alex Kantrowitz when and how the new superapp would be rolled out.
"We're taking incremental steps to get there. Over the next couple months, we should have shipped the complete vision … but it's going to come in pieces," said Brockman. "The place that we're starting today is with the Codex app, which is really two things in one. It's a general agent harness that knows how to use tools, and it's also an agent that knows how to write software. That general agent harness can be used for so many different things… So we're going to make the Codex app so much more usable for general knowledge work."
Why would OpenAI bring the three apps together? First, let's look at what they do.
* **ChatGPT desktop app**: This is the traditional ChatGPT app that has been around for the past several years. It makes it easy to view and search all of your past chats and organize them into projects. You can also quickly search for custom GPTs and apps to extend the chatbot's functionality by adding features from tools like Photoshop, [Canva](https://www.thedeepview.com/articles/canva-in-chatgpt-can-now-use-your-brand-rules), [insurance apps](https://www.thedeepview.com/articles/openai-brings-insurance-apps-inside-chatgpt), and [hiring apps](https://www.thedeepview.com/articles/chatgpt-partners-with-upwork-for-hiring).
* **Atlas web browser**: In October 2025, OpenAI launched the [ChatGPT Atlas](https://chatgpt.com/atlas/) web browser. Following in the footsteps of [Perplexity Comet](https://www.perplexity.ai/comet), launched in mid-2025, OpenAI built its browser on Google's open-source Chromium platform, which runs most of the web. Very quickly, Atlas became my preferred way to use ChatGPT for one simple reason: its ability to open multiple tabs, keeping several different queries quickly accessible.
* **Codex app**: As Brockman noted, the app has two parts. Most people think of it as a coding tool. But the second part is a general-purpose agent that can carry out tasks for you. And that's where the combination of a web browser and an AI agent gets interesting. If you can open multiple instances of ChatGPT in tabs, then you can use your Codex agent to carry out various tasks, all at the same time.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175)
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The concept of a superapp has been a common refrain in the tech industry for years. The first successful one was China's WeChat app, which combined text messaging, video calling, file sharing, digital payments, and mini apps that add ride-hailing, food delivery, and event ticketing. That's [what Elon Musk wanted to create when he bought Twitter](https://www.cnbc.com/2023/07/26/elon-musks-x-rebrand-reignites-goal-to-turn-twitter-into-chinas-wechat.html). But what OpenAI is doing is a little different: it's not on mobile, but on the computer, where knowledge workers do almost all their work. When the superapp combines the search and organizing capabilities of the traditional ChatGPT app with the multitasking environment of Atlas and the agentic automation of Codex, it could transform ChatGPT into a product much more akin to OpenClaw—but accessible to its 900 million users.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1d1901ab-36d2-4a8f-b31d-a1ccecbe490a/Jason.png?t=1766448566) [Jason Hiner, Editor-in-Chief]
Follow image link: (https://www.thedeepview.com/author/jason-hiner)
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TOGETHER WITH CRUSOE
# Your model. Our inference engine. Breakthrough performance.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/dbc1f2d9-e450-436c-8bce-6f1f5a2dbea5/J482BYOMBannerAd011200x628CTA1__6_.png?t=1775851020)
Follow image link: (https://www.crusoe.ai/cloud/managed-inference?utm_source=thedeepview&utm_medium=newsletter&utm_campaign=bring_your_own_model_launch&utm_content=1200x628_cta1)
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Eliminate the "memory wall" causing inference bottlenecks. [Crusoe’s inference engine](https://www.crusoe.ai/cloud/managed-inference?utm_source=thedeepview&utm_medium=newsletter&utm_campaign=bring_your_own_model_launch&utm_content=1200x628_cta1) is powered by MemoryAlloy™ technology to deliver larger shared memory capacity so you can serve more users at lower latency, with better throughput, and less wasted compute.
The result? Breakthrough time-to-first-token speed and up to 5x higher throughput. Work with our team to optimize performance for your own fine-tuned model so you can scale without compromise.
[Work with our team to optimize your custom weights today.](https://www.crusoe.ai/cloud/managed-inference?utm_source=thedeepview&utm_medium=newsletter&utm_campaign=bring_your_own_model_launch&utm_content=1200x628_cta1)
--------------------
CULTURE
# Why Kurzweil still sees AGI coming by 2029
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/19387c00-bcfc-4811-ab99-5fcf07671386/977139ae2ee3bbdf885de01e7c008a2785a2ed0a-1456x816.png?t=1776124548)
Follow image link: (https://www.thedeepview.com/articles/why-kurzweil-still-sees-agi-coming-by-2029)
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Last week's HumanX event offered no shortage of meaningful AI conversations, whether in panels, one-on-one meetings, or casual exchanges. One conversation, however, stayed with me.
Ray Kurzweil is an inventor, futurist, and one of the most consequential figures in the history of AI. His pioneering work on OCR and text-to-speech laid critical groundwork for the AI revolution unfolding today, and his books, including _The Age of Intelligent Machines_ and _The Singularity Is Near_, have shaped how generations of thinkers and builders understand where technology is headed.
He has also had a pretty remarkable track record of accurately predicting where technology will go next, and one prediction in particular has never stopped turning heads: in 1999, he predicted that human-level intelligence, what we now call AGI, would arrive by 2029.
In a [panel discussion](https://www.humanx.co/agenda/the-next-human-ai-era-starts-at-home) alongside his son Ethan Kurzweil, co-founder and managing partner of the venture firm Chemistry, and Shirin Ghaffary, AI reporter at Bloomberg, Ray shared further insight into where his prediction stands today and made clear that he still believes it will come to pass.
“I predicted that there would be a several-yearfold increase where people would start to face AGI, not everybody would, and everybody would face AGI a few years later, so that's consistent with that prediction that we would start now,” said Ray.
Broadly speaking, AGI refers to artificial intelligence capable of understanding, learning, and reasoning at or beyond a human level. It's a prospect that has prompted serious concern across many quarters, from questions of job stability and the potential for weaponization, to deeper anxieties about humanity's role in a world shaped by that kind of intelligence.
Ray, however, holds a far more optimistic view. During the panel, he argued that the positive outcomes of AI will ultimately outweigh the negative, and that nearly every industry, including housing and food, will be transformed through AI breakthroughs.
When asked about the rapid pace of discovery driven by fierce competition in the space, he welcomed that dynamic as well, noting that competition fuels exponential growth and that it is precisely that competition that will make the next ten years 'absolutely fantastic.'
“Even though some people hold a negative premise about [AGI], we’ve been able to create something that actually represents knowledge, and that's really fantastic: AI that can expand our knowledge,” added Ray.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175)
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During the panel, Ray drew on his 63 years of experience in the field to audible applause from the audience. That depth of history is precisely what lends his perspective such weight, particularly given that he predicted AGI long before it became a marketing term wielded by industry leaders to generate headlines, move products, or court investors with visions of a grander future. Whatever your stance on the term itself, his core argument, that AI will break through every industry, is already proving true and shows no sign of slowing.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e7e0e37f-8f6f-43d4-9af9-1a1e0c886e42/sabrina-ortiz-byline.png?t=1768575206)
Follow image link: (https://www.thedeepview.com/author/sabrina-ortiz)
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--------------------
TOGETHER WITH GRANOLA
# The Deep View Team is Obsessed with Granola
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/78eb1b1b-51d8-4230-b3c9-41e5f476fdb6/1920x1080_-_Main_Granola_Value_Proposition.png?t=1776085040)
Follow image link: (https://go.granola.ai/thedeepview)
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We’re not talking about the food (although a few of us do have an unhealthy interest in that, too). We’re talking about the [AI notepad that turns your chicken scratch into something elegant](https://go.granola.ai/thedeepview), organized, and downright beautiful.
Since day one, [Granola](https://go.granola.ai/thedeepview) has checked all the boxes we look for in a notetaking app, like…
* Working seamlessly across our various teams and workflows ✅
* Documenting, summarizing, and prioritizing all our discussions, so we can focus on what’s most useful and relevant ✅
* Having full context across all meetings for a holistic view of trends and patterns ✅
We estimate Granola saves us around 10 hours per week, per person – that’s no small feat. [Try it for yourself and get your first month free with code ](https://go.granola.ai/thedeepview)**[THEDEEPVIEW.](https://go.granola.ai/thedeepview)**
--------------------
RESEARCH
# AI’s surge is widening gaps in trust and policy
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b97655ef-278e-4d4d-886b-be9880e8d63f/thedeepview_A_cinematic_editorial_illustration_of_a_glowing_a_55fd07bf-cf30-4943-8118-558d2ca0670c_3.png?t=1776124641)
Follow image link: (https://www.thedeepview.com/articles/ai-s-surge-is-widening-gaps-in-trust-and-policy)
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The rapid pace of AI development can often feel like endless noise. Stanford University wants to provide some clarity.
On Monday, the university’s center for Human-Centered Artificial Intelligence, or HAI, released its [2026 AI Index report](https://hai.stanford.edu/ai-index/2026-ai-index-report), offering a comprehensive view of some of the most poignant trends impacting the AI industry. Big picture: AI is growing and transforming faster than ever, and no one knows for sure how it’s going to impact our future.
Here are some key takeaways:
* **AI capability and adoption are growing rapidly, but safety measures can’t keep up. **More than 90% of notable frontier models were released in 2025, with several meeting or exceeding human baselines on PhD-level work. Organizational adoption reached 88%, and 80% of university students use generative AI. But reporting on responsible AI benchmarks remains uneven, and “documented AI incidents” rose to 362 in 2025, up from 233 in 2024.
* **The US leads in some ways and lags in others. **The report claims the US-China model gap has effectively closed, with Anthropic’s top model leading China’s by 2.7%. And while the US leads in data center density and AI investment, the country’s ability to attract talent has declined, with the number of AI researchers and developers moving to the US falling by 80% in the last year alone.
* **Adoption is on the rise, but formal education isn’t. **Consumers are seeing substantial value out of AI tools they can access for free, according to the report. Generative AI has reached 53% of the population over the last three years, but is uneven across countries. The US, for instance, sits at a roughly 28% AI adoption rate. Though four out of five students use it in class, only half of middle and high schools have AI policies in place, and only 6% of educators say those policies are clear and concise.
And broadly, the public still isn’t optimistic about how AI will shape the future. While 73% of AI experts have a positive sentiment towards how AI will impact their jobs, only 23% of the public shares that sentiment, the report finds.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175)
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Stanford’s research signals that AI is causing all kinds of cracks. There’s a growing divide between public trust and stakeholder optimism, and while adoption is on the rise, usage varies region to region. Meanwhile, hype and industry FOMO are pushing the tech beyond our ability to regulate it, leaving governments and safety organizations alike reeling as they try to keep up. Reports like these offer a snapshot of where AI stands at a given moment, but in an industry that shows no signs of slowing down, these figures could change month to month, week to week or even day to day. Nevertheless, Stanford's moment of clarity in this report is welcome.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867) [Nat Rubio-Licht]
Follow image link: (https://www.thedeepview.com/author/nat-rubio-licht)
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--------------------
LINKS
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1c8854ee-478f-4500-a7a9-d5280dd7fe8e/In_Other_News.png?t=1768575169)
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* Sam Altman’s home was [targeted in a second attack](https://sfstandard.com/2026/04/12/sam-altman-s-home-targeted-second-attack/)
* Meta reportedly builds an AI version of [Zuckerberg to interact with staff](https://www.ft.com/content/02107c23-6c7a-4c19-b8e2-b45f4bb9ce5f?accessToken=zwAAAZ2FeGM2kc8CEHwjbHpMGdO44rRfS7nOXw.MEUCIGO97KxyXuA40LQKD5GorpsBe1nlkGty3WJGGJBIXh7lAiEAoO9A3YqT_DCd8PaYdE7b8z-vF-iFN1NHHS-jTqclFbs&sharetype=gift&token=a2cdbe3b-1bbb-4480-9eff-00bfa8825596&syn-25a6b1a6=1)
* [OpenAI internal memo](https://www.cnbc.com/2026/04/13/openai-touts-amazon-alliance-in-memo-microsoft-limited-our-ability.html) highlights alliance with Amazon
* Microsoft exec says company explores [“OpenClaw in an enterprise context”](https://www.theinformation.com/articles/microsoft-plots-new-copilot-features-inspired-openclaw?rc=pt5ur4)
* Anthropic may be adding an [app-building tool like Lovable](https://x.com/i/trending/2043421704433840557) to Claude
* Apple reportedly works on [display-free smart glasses](https://www.bloomberg.com/news/newsletters/2026-04-12/apple-ai-smart-glasses-features-styles-colors-cameras-giannandrea-leaving-mnvtz4yg)
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/59d274bf-9e99-4acf-a6c7-ff9cdbb0233e/image.png?t=1752986916)
Caption:
* [Meta AI:](https://www.aol.com/articles/metas-muse-spark-sent-ai-092601353.html) The app soars in the App Store due to Muse Spark release
* [Ollama](https://x.com/ollama/status/2043609267236913164?s=20): Ollama 0.20.6 was launched with "improved Gemma 4 tool calling”
* [NotebookLM](https://x.com/NotebookLM/status/2043732645428056304?s=20): Certain Google for Education plans now have higher limits
* [ChatGPT](https://x.com/thsottiaux/status/2043075353242218768?s=20): There are more paid plan options, broken down in the post linked
* [Cursor](https://x.com/i/trending/2043782511960940742?s=20): Version 3 got updates including agent splitting for multi-tasking
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/25296119-9f00-4620-9931-2d98d0068485/image.png?t=1752986966)
Caption:
* [Scale AI:](https://job-boards.greenhouse.io/scaleai/jobs/4675694005?gh_src=acad35425us) Research Scientist, AI Controls and Monitoring
* [Zoom](https://zoom.wd5.myworkdayjobs.com/Zoom/job/San-Jose-CA/Trust---Safety-Machine-Learning-Engineer_R17692-1): Trust & Safety Machine Learning Engineer
* [OpenAI](https://jobs.ashbyhq.com/openai/97d3670c-e75a-4bb2-a235-171765f5f10e/application): Researcher, Training
* [Anthropic](https://job-boards.greenhouse.io/anthropic/jobs/5061517008): Research Engineer, Universes
--------------------
GAMES
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d120b54c-d56c-4fbc-bdbf-41e83cbbc770/image.png?t=1752987116)
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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/3524f5d1-9abb-4500-8ce1-db4eed186325/AI_or_Not_-_TDV_-_2026.04.13.png?t=1776123501)
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--------------------
A QUICK POLL BEFORE YOU GO
----------The Deep View is written by Nat Rubio-Licht, Sabrina Ortiz, Jason Hiner, Faris Kojok and The Deep View crew. Please reply with any feedback.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e9c68369-dd53-47f9-bfce-ac12879d69af/Multi_%2B_sabrina.png?t=1768575106)
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Thanks for reading today’s edition of The Deep View! We’ll see you in the next one.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f13ecf40-963d-4c4e-8059-8f41083085a8/Frame_1410104595.png?t=1765345242)
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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/c2e9dec8-276e-4b91-8120-34815ae899f0/Real.png?t=1776123788)
Follow image link: (https://unsplash.com/photos/a-yellow-vintage-car-parked-by-a-body-of-water-J9arQNc4xTU)
Caption: [Link to the original](https://unsplash.com/photos/a-yellow-vintage-car-parked-by-a-body-of-water-J9arQNc4xTU)
“The water and the reflection look too prim in [the other image].”
“No numberplate on the [other] image seemed strange.”
“Wheel in the water on [the other image] is unbelievable. ”
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a8c9bcd6-2c64-4596-8cbf-f9255b08d8cc/Fake.png?t=1776123797)
Follow image link: (https://chatgpt.com/s/m_69da673e85008191a3ad002b6d54b961)
Caption: [Link to the AI image](https://chatgpt.com/s/m_69da673e85008191a3ad002b6d54b961)
“Trees in the background of [this image] look fuzzy. Number plate blank.”
“Both reflections seemed off, so I guessed.”
“The ripples in the water [of the other image] looked too perfect for me to consider it real.”
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f6b2537a-c207-453e-8567-5898374096f2/Frame_1410104596.png?t=1765345268)
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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/3d65aaf0-638a-4002-acc5-d37a8066fdbb/tdvc-promo.png?t=1775157176)
Follow image link: (https://tdv.transistor.fm/)
Caption:
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a09d75bf-0585-4881-8e41-db84e8df85d0/Frame_1410104597.png?t=1765345268)
Caption:
If you want to get in front of an audience of 750,000+ developers, business leaders and tech enthusiasts, get in touch with us here.
GET IN TOUCH WITH US HERE (https://www.passionfroot.me/the-deep-view)
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