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⚙️ Anthropic, 1Password fix agent password problem
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Selected Message
From: "The Deep View" <newsletter@...
To: [email protected]
Date: Fri, 10 Jul 2026 12:39:44 GMT
Subject: ⚙️ GPT-5.6 takes big step toward OpenAI's superapp
To: [email protected]
Date: Fri, 10 Jul 2026 12:39:44 GMT
Subject: ⚙️ GPT-5.6 takes big step toward OpenAI's superapp
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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;"> Meta introduces Muse Spark 1.1, a multimodal reasoning model built for agentic tasks.  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> July 10, 2026 | <a data-read-online-tooltip="true" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYXE-SDSQBt9EpehUYP_4QyqtbxwgSDvvF0DHkf3sjcVCv6bPBf7e0gARcMGkHVEVJVw2PKn5qozCFROG5CUJmqn0vrocadX-IUslIYshHzo15XlWTnSqP1Vo5Rw8HrSsRVRkrB6x3a3azfa2W2dy9fiAoW0WBShLyHWGvEnnbdj2i02rh8ZsPVlE8d0PuONBCu2wxpsdEUSp8vtTFNrliNLI6zxO8ZRJJ-45MhvANm2lZjqYbfaapxFwvJg4f_SKAqA7YkOBGEMdG1Yis6F6nrBb8Cp8EvUadA93UHZ-iwRX7kg7y2pir7_U91KIXFtrmsufqOthu5Y-p-6LYINCidTwI04IpJ3GhwL6yA2nIx9r4vZnjypCVL_dWFkxRwdCFetTC7RVKvlZAQm39PSsgIxMNs8hGcjNq0hix_KZF0olPL2X9piXybe_NqlFM59Y21nk-TKZZlwK12XWFfBj2C3jfJMksRAev_Kh38_C1ouF_irq9ZmReaeAQqD541HW3lwx3tKJxsn98n6932ZBHeGpwbdTruAyLZxXJMCVFeDgTUWky-NvKMPzZqVpTPjfqmYm0b8KCrc5Q-Cuj3cAmtchTUEHyZ4M2rkYUHzM6xczzqHrXMNECYrJdTK4_kfHT2xHL3EsMFA1r7UYZBfyboXpElLPejU4NQi_bR-OsTVACWbCOhcCabzvzGRamd7K0BnPrSc4jVJIdMZQK1euBvNhHrbz70Mq4m1KW-3OXnY2WGNSta77HyvFkktZ3i46tg/4s7/DL63s1uATgu95cvIQ2XM7A/h0/h001.Rut0ajpLcgs-zhQe1ZM11Kida8hZufhuaMmqvOdjx-I">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/4s7/DL63s1uATgu95cvIQ2XM7A/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,width=1920,height=3840/uploads/asset/file/1f1cec04-c34f-450b-b748-64de3898cfcb/BANNER__154_.jpg?t=1783668826" 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.Y-jnUrd4JQKEh9GtYw4Ib3_ZPInOipNXR2rk6rjosAShLv-7r2MUwNtTmfvoFUHDjbXb0WHm-cUwZHyf31RwvKmCKe3hW5e33HvMbo_AfYt1MOwbdKfbQOIHJ3SHDTkdDAWrXh9oaxAOjKDvs5LMD1weXioIipn_jigCGtIPJ6ba0i1riI0H3b7ko8Q0v4vF5FQQOeTNLTnVZlPtQI6uzo-yhDJ_OY2CYN9Sns9PaNrg1pk6apUpQlkBnBkpPCklT3PDWPMO5wdn7oOsJPM36YMUGqg-DLd_JaQ5qOlxLvE/4s7/DL63s1uATgu95cvIQ2XM7A/h1/h001.UXgd-n3vsVEsJLHvQjw1ViLlQwwikIjnqZ0uXp6DTJk" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/cbe3fe9e-6f16-4858-a11a-963aaa33f456/In_partnership_W_Lambda.png?t=1783539884" 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>Welcome back.</b></span> New data reveals a widening gap between executives who think AI is transforming work and managers and employees stuck with manual workflows, unclear policies, and security concerns. Anthropic is trying to make AI usage more self-aware with Claude’s new reflection dashboard, but history suggests habits are hard to shift with awareness alone. And OpenAI’s GPT-5.6 launch was bigger than the model itself, with Codex merging into the main app and the launch of ChatGPT Work and ChatGPT Sites bringing the power of agents to nearly a billion OpenAI users. <i>—</i><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFhr1A_BEAEp8cdvWudcCyss9zA-ck9db_DlffwGgC6GkvgY4ddaq81wTLdw5-Rvc-LKogiay9cxE_pXnVW6unCRFHIoAQXJl7SUNdLQ3r6Tv_Fr5lMDtjnZ-aBTLLUFtf5O_BT2OxOwvDtxz3Im3IdQRREqFLE0yoGEK9dKFVv4cqJXpgJM2glGxtm5LYd20v-bgRirsvXmcN_UF2u-GLfFcdX-sM1K1N50PA-40Q3Tw/4s7/DL63s1uATgu95cvIQ2XM7A/h2/h001.qASgfPzux6zeZpDeyQezn7TryR7yyuIwMVMJJVCyx4I" 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-gpt-56-opens-chat-gp-ts-agentic-e" 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> GPT-5.6 opens ChatGPT's agentic era with a bang</h2></td></tr><tr><td id="2-can-claudes-new-screentime-tool-m" 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> Can Claude's new screentime tool make AI healthier?</h2></td></tr><tr><td id="3-ce-os-think-ai-is-working-the-dat" 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="background-color:rgb(255, 255, 255);">CEOs think AI is working. The data disagrees</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%;">GPT-5.6 takes big step toward OpenAI's superapp</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQHDoLznjx3_0B9Sal7ucgPYF8kzoeJcYO-fnIzV1oRrj6YRUqd-ihkTxGvp2PE93oGm3HZX9vm2Pbi7u6Xw6pZjtVP0090mOaS_bElujjaKm3YkxzIjxemX74gDnL58RpkKHGalK7q_pNzExd8BVix9C_4IFx8Ha2dMRFuGI9lkpElgpnENiAxewvvs1tmvowpIhEQMhD0eRTzmi8SWmmwodmHe80bvJW3HTWo892_hcWwjsq3yZ5mb10K4xGxzNmOXkwB8UXbVh1LzlApusW4z1_fcyZfEKz0G5MpIVxg_mw/4s7/DL63s1uATgu95cvIQ2XM7A/h3/h001.HdsQRvs8QHbRaWcYUxpyrsYf3X-AtZW03QZ5ElPV394" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/e786a0c6-d89b-4009-be6a-9639f4a502f7/tdv-chatgpt-work.png?t=1783647215" 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 just did a lot more than release its most advanced language model. </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%;"> While GPT-5.6 went into <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.WHId9TPFGnUe-Jr4g0PigwA6vjAJst-7UUbP3eG-EkF3IFlihxisljNyDxog_Z4gdJGL5uPZBJwhLdmmRiISd37W7gOX0qEv165YBH3YbW-OAlyjtU3QSAsMxWIqtgQNxdT4lJHcRsBgaWlnUNqCuoO0PO4SoIjmn3cEUfH2MyI-Bhtg6TcSvh8MmZ2vGxGUIcRqp2HfP96ldWAW5Aq8432ViNgcTGlni5uFKgS3M4J6E2bn5ad53fNoO61K2HlE5DWufD9U2TBjvkMgP8QzOg/4s7/DL63s1uATgu95cvIQ2XM7A/h4/h001.knwYZ6DHJ2EUYuRXNBirmDc17Va1QmSHIANJZveh0MU" target="_blank" rel="noopener noreferrer nofollow"><span>full public release</span></a> on Thursday, as we've been <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZePDU4kUb9tonIupBrK4MGC7EIRWOi837oA7xHKEzPVo1B6yrR3ZJm3_RQvvG-4dXRfphAVSRsVOgFLTDTTg3KYLeV6YIdBQH289h8XRA-JLThIj-uC6QdTeUG6JVb1QzMOm-dmyK8dcnqMLNjSuTFzqveKVJcG6VlCvtnf9DNB8RZf8Fx2KX2nxtc0VbAFy_QNY_3Y39cN2_4v-iGUF7N1jL0q8YKmd16T2u5gOSnlUBY1mqicdSlUYhgrL2_mR3xGU_uJag_YWuUqLwWHW2WiHbVY2V5sF4uVSZd66DEhknr5bgoCE3dFm8SkPHF693bTOYwKrjuYvcHKDnnIU11zs/4s7/DL63s1uATgu95cvIQ2XM7A/h5/h001.eAhjXtTff8EKQRyGJImmVK0M1xybC_LEqiR2eWSHsZg" target="_blank" rel="noopener noreferrer nofollow"><span>expecting all week</span></a>, the company also announced a ton of other developments and updates at the same time, including the next big step toward its <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQETWQFUCCYVwC3Q2o8Onv3zIxQdn4eTUZYxfRhKQFlXJF7X8miiI714DOzMzYWVV4eV-v-sUoncaJoxv4gTVjSFGwHzNypSMQJ6up7e4Ayf8dcZhEImoTHbXmzW85AoG6tGITI4PT3qhyvMaV3-Deeg7gSDzbwDdL4L9_iTM8cO-gJx5oziNF26x2dFEjdrzOJAGufEM03l6J-N2jtmRLGTl3mgnksG6UZMISxcotoL2x3EiVYkK3ctPae1uub7J79Mb8RzU5U9G0ezgV16MHF4xtkGqfEV3uGOunVF_f9rEg/4s7/DL63s1uATgu95cvIQ2XM7A/h6/h001.Ao001wYm---F4LrNkz0r9B4wqtK-AvWovJXEf8FX0Ho" target="_blank" rel="noopener noreferrer nofollow"><span>long-awaited superapp</span></a>. </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:100%;"><a href="https://elink983.thedeepview.co/ss/c/u001.5sXVVvymMF6ZsL5-zBaSfCCfSBlE-03yXqPgOKB2NdLnaZAgMi1Q2xAny74W2uRnnr14IyjweNigpwc5UW4fANM_xgdmYQvuq_kmIwV_cn8WOy--DtJgTb0mBf9ftltaNO-SmfiYca5n44cDfwgY0fUUHZBDRSCGbA_apgY7RQbQFr7m-oDrgKcw8yz-2jin9yIBYx3ZAutMNMiN4kiAnH658MRly-EwgAompsiv74xpHZR549GCeInaC-THsJr2niaEGIioKMtpeA2O2vjfdhRV6xHEJzmQWIMc1SAlWkY/4s7/DL63s1uATgu95cvIQ2XM7A/h7/h001.8Vf-DancL3c2X5e7TROmXFadku0WNx15Lb-EMYsqHTY" style="text-decoration:none !important;"><img src="https://beehiiv-images-production.s3.amazonaws.com/uploads/asset/file/63b86652-5df1-4f7a-8707-9c029d85e207/twitter_screenshot_2075274357715427618_1783642600_2e7f7801.jpeg?t=1783642603" alt="Tweet screenshot" height="auto" width="100%" 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%;"> Like <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQESzxk-ILsBNDYqJYsavSJ6AwxAX-R5nh1XfSQTExRAtGq0XvCfFTbBtaTnX6cB3f13Rx-97U6MolQSQIX2ermMU1ZiWC-mPJ9IjjdCGQMBlY3men9_4AfCgZduHrjGmuCxxX1dDBShgseJRMOcUCbRHvku4tfONXBawDRlvAeCxw-7VTSM8AqQQApTwsmhAJa2KhwUBScVfGp51Ic5Hh2KcduzWBg_ThQT8ccVqZ0DVK09j11j75Y01Hd-b5TeWVz85uzPQ7DJgBQqHnQYx5pC59wXbgJqUx5yv3Im7PcXXg/4s7/DL63s1uATgu95cvIQ2XM7A/h8/h001.bLiH6-1O8ZeH9vYW49ST6jp_B02xAFBrjgQ_SUcsTJI" target="_blank" rel="noopener noreferrer nofollow"><span>Anthropic's Mythos</span></a>, the US government worked with OpenAI to <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQGT3Mf57BjRKO43_GD_zy16w49nAnIEROaRarPYBDSBToqjsJPMd9aO9oARXfDGemLGlh7yN_I-5PQ5CoDW04V_imnRarCrbMhRNJqStDOq7TeSgzUZ8UFD7CFKU26wAtgTnoDwiWx6fEQG414-0NsySBLTaP34AyV5TjczBWyZfLvNIvv28zvSzhnvtToXleUgl3kGziYSUxOitykVSRKKchJXQynkZtwiqqvhA8Tb466bu-uBougxOjg1hARsiWBcSZ0tgXCEhQgW7h4ddQXbtQpLjjK1dXRu5lM2GAHghw/4s7/DL63s1uATgu95cvIQ2XM7A/h9/h001.ovsQZWE_pgbWg6EbkZjHMdRMWFcb2TYQ2FanpDj1t88" target="_blank" rel="noopener noreferrer nofollow"><span>delay the broader release of GPT-5.6</span></a> until government agencies and corporations were better prepared for the model's ability to uncover software vulnerabilities that could enable cyberattackers and other bad actors. </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 centerpiece of today's announcement remains the GPT-5.6 family of models, which now includes Sol (flagship), Terra (balanced), and Luna (fastest and least expensive). The models have been <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeGW1Pq_77GGUmm31sNiOR7cPuhJdc2YGZd48lvvnQqEEWvpzZgAzbQfVwWEFn7tnW1AdgLglK0ih22PM6p7wjSGR-EwHKdtnTpiBwW81UPpvoHLiYUtTFJQdtSrEeFwPkC4wa5lhR_uACJd7X2WQHTFUv2v3taWHnuiboy2LXFtU296j6wFSpmRuaK3nJo-GfRllVaMwomNjIsXNXFd95vxxkInXXRKVrfkAUxIWMzqYG20scNRlh0KlNlpgexwLnE2gRvdLc8njpWhqX5X5Q2d7R8cN1x3cK5-DEnFLEJ1l/4s7/DL63s1uATgu95cvIQ2XM7A/h10/h001.phr35PJxcU8DWrjKvaAFYTHElVvFZ0Qi1wShJpvEyV8" target="_blank" rel="noopener noreferrer nofollow"><span>performing like champs on benchmarks</span></a> such as Agent's Last Exam, outperforming Anthropic's Mythos and Fable. The OpenAI models are also less expensive. For 1M tokens, Sol costs $5 input / $30 output while Mythos and Fable cost $10 / $50. </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%;"> But OpenAI also used Thursday's announcement to roll out several other significant updates: </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>Codex moves into the ChatGPT app</b></span>: This has been in the works since March, as Codex transformed from a coding agent to a more general agentic tool after the meteoric rise of OpenClaw, whose founder, Peter Steinberger, joined OpenAI's Codex team. The combination of the two apps is still a little confusing, but the OpenAI team assured me that the Codex brand will remain and the agent harness will continue to be open-source. ChatGPT users will now get an AI agent inside the chatbot they already use. </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>Launch of ChatGPT Work</b></span>: Perhaps the most significant new development is the launch of <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.WHId9TPFGnUe-Jr4g0PigwA6vjAJst-7UUbP3eG-EkF-UJ2Ob63GaXv0CYBzILO4DfLqUOqNJAVDxvaY8tNiy8dRgUyff07KToznfhpLAo4_cEYmSYrgWgrusq6MJzUy4MyMzXMJU0PaGqjCsmRfLKxqDFeJ5gXdoX5vYo7TnkgegEHxcXEUjWBbSpCM9N9XH8fodkndkI8WGbFLTDr2QWZJ7wHUENFHuHOLPcX0I486jDqfkPaSNMtzllgeYpEUgURL70jCZedr5vyT2vnFoLsKMtLY8hrcEHqo9ZdtJ0Y/4s7/DL63s1uATgu95cvIQ2XM7A/h11/h001.f_RE-MEpDRYrPSe2dlNIhSTxMZkZ3hrvLF-Vda0l_EE" target="_blank" rel="noopener noreferrer nofollow"><span>ChatGPT Work</span></a>, an agent that brings the kinds of tasks for knowledge work that people have been doing with Codex on the desktop to the ChatGPT app across web and mobile. There will be a new toggle between Chat and Work when you load ChatGPT, so you can do agentic work from anywhere you're already using the OpenAI chatbot. </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>ChatGPT Sites</b></span>: From ChatGPT Work you can now describe a site you want to build in natural language with no understanding of code, and it can make it, deploy it, and give you a live link on the web that you can share with anyone. This handles the deployment work that you would have previously needed a tool like Lovable, Replit, or Vercel to do. </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 have more than 5 million people using Codex every week, but close to a billion people using ChatGPT. And so, for the largest part of the audience, they had not really seen the power of agents," Romain Huet, head of developer experience at OpenAI, told The Deep View. "[Today begins] this progressive reveal for almost a billion people that can now delegate more tasks of more complexity to something like ChatGPT Work to do more things for them." </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,width=1920,height=3840/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%;"> While we expected the GPT-5.6 launch this week and the models themselves are a known quantity at this point, the first big step toward bringing Codex and ChatGPT into a single app experience was a bigger surprise. Of course, it's long overdue since OpenAI executives such as Greg Brockman have been talking about it since the end of Q1. But it's not easy, since Codex had turned into an agentic power-user app used by rabid enthusiasts, while ChatGPT is the mainstream interface used by a billion people. The first steps still look a little confusing to me, but it was time to start bringing them together to create a more unified experience, and I'm glad OpenAI has begun the process. In the short term, starting to introduce a lot more people to the time-saving power of agents will be the biggest win. And running OpenAI agents across desktop, mobile, and web will be the big upgrade for the power users who already rely on Codex. </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_pXnVW6unCRFHIoAQXJl7SUNdLQ3r6Tv_Fr5lMDtjnZ-aBTLLUFtf5O_BT2OxOwvDtxz3Im3IdQRREqFLE0yoGEK9dKFVv4ZIuSSDkDZQe3yca_mlUwdE__gTiuDqxzrHCtWC5zaPoE_vmzN0V9WDIujRugZs4ww/4s7/DL63s1uATgu95cvIQ2XM7A/h12/h001.CHD_vqMsxGDnBHr0xfGQDUlo5md9TzRq0gKUvkqWknk" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/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;">IN PARTNERSHIP WITH LAMBDA</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%;">Cut your AI training costs by 25% or more</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.Y-jnUrd4JQKEh9GtYw4Ib3_ZPInOipNXR2rk6rjosAShLv-7r2MUwNtTmfvoFUHDjbXb0WHm-cUwZHyf31RwvKmCKe3hW5e33HvMbo_AfYt1MOwbdKfbQOIHJ3SHDTkdDAWrXh9oaxAOjKDvs5LMD1weXioIipn_jigCGtIPJ6ba0i1riI0H3b7ko8Q0v4vF5FQQOeTNLTnVZlPtQI6uzo-yhDJ_OY2CYN9Sns9PaNq4SYiG6h1hJZfloB90JooczJ6yiAYsMkHpbY8OhfYumyifEfy_XjbC72k8WJwjWDI/4s7/DL63s1uATgu95cvIQ2XM7A/h13/h001.yn85DqPsPMO5KXLp822QaGR45Zdn6HKaIXWnumWZQV0" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/cfbff2c5-da11-4307-b71c-53c5105f5180/image21__3_.png?t=1783618268" 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%;"> Most large-scale AI training runs use less than half the computing power they're paying for. Lambda's team found the root causes and built a <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.Y-jnUrd4JQKEh9GtYw4Ib3_ZPInOipNXR2rk6rjosAShLv-7r2MUwNtTmfvoFUHDjbXb0WHm-cUwZHyf31RwvKmCKe3hW5e33HvMbo_AfYt1MOwbdKfbQOIHJ3SHDTkdDAWrXh9oaxAOjKDvs5LMD1weXioIipn_jigCGtIPJ6ba0i1riI0H3b7ko8Q0v4vF5FQQOeTNLTnVZlPtQI6uzo-yhDJ_OY2CYN9Sns9PaNpbSyRsf2I843H9Q5MANbare6XbVI-y2XK2RhGg9X6JC-N5sv62rwLGeRE5oU1Bdws/4s7/DL63s1uATgu95cvIQ2XM7A/h14/h001.fl4gLjPdqjqVxJSer1BuFD0Mar1BtUTm6mLF-toT1mk" target="_blank" rel="noopener noreferrer nofollow"><span>reproducible framework that boosted efficiency by over 25%</span></a>, without changing the model itself. </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%;"><b>Lambda’s whitepaper shows you how to address:</b></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;"> Memory inefficiencies silently inflating your costs </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Training configurations that aren't making full use of your hardware </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Bottlenecks that slow down GPU communication </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%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.Y-jnUrd4JQKEh9GtYw4Ib3_ZPInOipNXR2rk6rjosAShLv-7r2MUwNtTmfvoFUHDjbXb0WHm-cUwZHyf31RwvKmCKe3hW5e33HvMbo_AfYt1MOwbdKfbQOIHJ3SHDTkdDAWrXh9oaxAOjKDvs5LMD1weXioIipn_jigCGtIPJ6ba0i1riI0H3b7ko8Q0v4vF5FQQOeTNLTnVZlPtQI6uzo-yhDJ_OY2CYN9Sns9PaNpLhrN7SkzwGPvxJVto8W0pnou6s1EeBWCYbS4B5D-KNHTWNs9h6O89qeRmI3ZXea8/4s7/DL63s1uATgu95cvIQ2XM7A/h15/h001.Mg66LCdJSRNNwEW0WawCTuPs96Qeqg6eXB_DYvJ0FyQ" target="_blank" rel="noopener noreferrer nofollow"><span>Get the whitepaper.</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;">PRODUCT</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%;">Can Claude's new screentime tool make AI healthier?</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQEB2IeEQILTPsRLhjeg0njRQ762YII3U2NO9YWGNTk-evVjNWfQg9odN39F4rqS4ExoxF0A5DljOIKpu5VW391QmS5ymAI7LOGcPPIIcXPbQurPL7SYjKuI-b5nDqDmlmZ0TxnVsQAToSd6bzlGW68GOSF9ADSr21r6v89isoatNbOgreFq1vRyB1V1WeZtjTKJbBry2uKSXTSr-K4l2srfWp25DJaLQt9psy8h5-2dkOBnW5Xw-KRvWGyqb4ISGLKTx3ynT6xdkPjokeSlSpZIiU2Btmoefo_I8cJUk2lYaw/4s7/DL63s1uATgu95cvIQ2XM7A/h16/h001.oxuBdkM1QumWLVdBhKBm525Pi6CJNEIxS5HbCj3EgvE" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/bebb823f-f16a-43f4-a825-8c4992a590d7/thedeepview_shattered_server_rack_reflecting_purple_and_cobal_97450c3f-4750-4582-bbfa-141b389f609d_2.png?t=1783632442" 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%;"> Wondering how reliant you've become on AI tools? Anthropic is giving you 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 Thursday, Anthropic launched a new reflection dashboard in Claude's settings for the web or desktop app. The dashboard gives you a summary of how you've been using Claude, including key topics, your usage patterns, and the type of tasks you usually use it for, according to the blog post. You can access it at <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.omoxRezJP8yhQ5gwcM2WyLP5gKcudQYxEndG-4FsHJ-ClEyW__0H7SyBYN4budABcftot97nmcElUhb2EWEuqPLRsXsE1hMez_YMMpt3pP-obCuHOBLnY-AWH3RmC0cfGZbiASMYJD7tseOEb5mahOoEUmxC1WztiDzOpbB7eext1EWIw_4TRA6_Hh8IBcBSIs2xSYHFci--vd6ECgIzcMQwyfHokmKXUex9omW3zjZXy4QJkzqJNd-bhzGJ9aCkP-bvi-N-IWESJIjYf1yE8w/4s7/DL63s1uATgu95cvIQ2XM7A/h17/h001.D5_8G_YhTRgH8CUXu-lsuLApUXX7ePAFXF9aJB8K6wg" target="_blank" rel="noopener noreferrer nofollow"><span>claude.ai/settings/reflect</span></a>. </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:100%;"><a href="https://elink983.thedeepview.co/ss/c/u001.5sXVVvymMF6ZsL5-zBaSfLmQfzhQRK8oSmm1q-y0MkZpGTCSjPEwunoYwG5mUpZbQsnSFDlRnAFSGFaLsNlBJY8hE0S7RkSzrQQgxaJ2unLyowilJ9T74hLEsrzf_U2nsDkyrRm7X_jwXa8-8ZfnR1Mkd2YVupqbFaH4hhzYRTjEgt-Vv7EI7IVWDEJK7QkVXsGvxtmZflYqWxzYT7l4nsV9gUs4PB35j6VkNK5qghva_9rKvuxMueCDuezZwjT0Z0Vwd6_SOWy8Pm8imwVw1VMpbbor27BKsVa0Cy8T8fk/4s7/DL63s1uATgu95cvIQ2XM7A/h18/h001.wuAlbrvU_gxcziBUliESxFoBniycyLQ945d7N5vaH64" style="text-decoration:none !important;"><img src="https://beehiiv-images-production.s3.amazonaws.com/uploads/asset/file/6fbd1aba-f9c9-47a8-86b3-93b0b0ad494c/twitter_screenshot_2075225957711929667_1783632378_907844db.jpeg?t=1783632380" alt="Tweet screenshot" height="auto" width="100%" 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%;"> Beyond giving you greater insight into how you use the tool, there are also options users can take to modify their behavior, such as setting up quiet hours and nudges to take breaks. Periodically, the reflection dashboard will also present users with questions prompting them to reflect on their AI usage, which they can then discuss with the chatbot. </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%;"> Soon, there will also be a view of how much time users have spent using Claude. It is now available in beta on the Free, Pro, and Max plans on web and desktop. It runs only when memory is on, as it needs to refer to past chats, so if, like me, you don't see it, it may be because you have that setting off. The reflection dashboard leaves out incognito chats and health integration content. </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%;"> While the aim for a feature like this is good, helping users become aware of just how much of their lives they're offloading to AI, Anthropic isn't holding back on fueling AI usage either. On the same day, it announced a reset of the 5-hour weekly rate limits for all users of its Fable model, in response to high demand for its most advanced model and to compete with OpenAI's release of GPT-5.6. </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,width=1920,height=3840/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%;"> People have been over-reliant on their devices for decades, seduced by the entertainment and convenience sitting right in their pocket. AI's hook is different: it doesn't just entertain; it promises to make your life better and your work more productive. Whether that's genuine ambition or laziness in disguise, AI can now help with many tasks tied to knowledge work or human interaction. Just yesterday, I wrote about how many adults are turning to it for <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQHIaeDP2jmR_FsJFYQIrE_GOVGlZm7qoywI-487uQSSshbd2O_IjaTTI-07kwXuwc2E5wGoxQDc6aEd6piEWVAK-j-P4zkZjhhuJKu-_HTd0mGOIBBpNpypkvRuJg4q6gpvwA86D7tCptgzO2P_fqCalBh0BxZ8fjMLfEbMFiXgBRkRAkPNjTYYz3JgIth_kMM9TWqqSNn6FZEaYSHUHQJlT0USBsWiHg7eULH5eiN05TKJP5h7WqxcJOF5dn7gd9VlaDl4e7V0tYNF3IAok2S-YCKMhlbla0zNnOb_EegqRw/4s7/DL63s1uATgu95cvIQ2XM7A/h19/h001.r7X0DLyN2-35TMSo1odBBAtrBgejtkzDuSfESADuhqQ" target="_blank" rel="noopener noreferrer nofollow"><span>emotional support</span></a>. The first step in recognizing a problem is seeing it quantified, but we've been here before. Screen time trackers proved that awareness alone rarely changes behavior. Still, even if this doesn't move the needle on healthy usage, there's value in knowing exactly what you're leaning on AI for, if you're willing to evaluate it honestly. </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-cwkfTsMiGjocxEfnSjlKmjIEhT3wMZv5fqhtREUDrEXwdknbz4zPdLJairibE49EgAK0FsxEUPUiuTtGH3MuysKZHfIyUF9mlTcLEiMKoDhGDIbjUNkuofTJw3j5dJNP-8loqKAih3OaAfPAmA90W7zhFRU6fMXONpQ/4s7/DL63s1uATgu95cvIQ2XM7A/h20/h001.-5_PAhGx4litgNe3edWT2NawNZelBxOLAJqOl7r1nh0" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/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;">IN PARTNERSHIP WITH DATALAB</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%;">Turn docs into records that fit your schema. Open source</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.wZPohD0JH12EksCsbt8ZeCWg7zpXTit7gIiBqQPi-okwgys5BsLMhTJ1N-eAr81ESwQiEzT6VmwHCycyVYJTxNNfzdcmsXgnXPgi0ppdpeVtvKUE_7lT3QLvlb9r2Q4na6CrKNzXxxkCele3aK71M8hcUq0P2R8M2PtFdxoL5STWgLInNW6Je4PDTynDEPmt/4s7/DL63s1uATgu95cvIQ2XM7A/h21/h001.LSgyrMABwqwFV53rCNtjm-cwld7ZeiYNwPOlZlNHlaI" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/eadda8ba-86d8-43c9-9bd6-19aadbc284d2/DeepViewLiftad.gif?t=1783542473" 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%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.ljxaHJcuNf45qr3fbssaWjFOEh40DQMK7V1uwNEARzNpr_YCFCxtNbx6XHlMCUz-4CmAt9LbcFHZKOo4wgULBmrdZeZg5qTm66OEkD82Ng32xdOcaVA1_ajsgTgccLiP8xRdctJJ_j45FaRcereOuDseh9V7UaXOkcHezWatVDA/4s7/DL63s1uATgu95cvIQ2XM7A/h22/h001.xuIFrgH6Kly0fbE-Lqwk5AeWm5ErlVtsOktSCuTfTAw" target="_blank" rel="noopener noreferrer nofollow"><span>Datalab</span></a> released <b>Lift</b>, an open source 9B model that turns messy documents into clean, structured data: </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;"> Pulls user-defined fields into your schema </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Works with any schema - invoices, scientific papers, 10-Ks, etc. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Fast - 9.5s median, 8x quicker than Azure </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Run it locally or via Datalab's API for scale </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%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeCWg7zpXTit7gIiBqQPi-okwgys5BsLMhTJ1N-eAr81ESwQiEzT6VmwHCycyVYJTxNNfzdcmsXgnXPgi0ppdpeVR6_5S6LJE443UT4MieYAqLM7IteYjrwu0vAGmQ3DVvtBABd4uj9d11C6FfJ2ZI53miJEN1_co5JLCKtPnY15w/4s7/DL63s1uATgu95cvIQ2XM7A/h23/h001.nLhL-UBhGbX9CuMNd1l96aLivvtDCapfQNe01G_-LT4" target="_blank" rel="noopener noreferrer nofollow"><span>Try Lift on your own documents - select 'Extract' to start.</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;">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%;">CEOs think AI is working. The data disagrees</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQEB5ehrHOgosO21Bysg_onnYrv17NQbMRHgqiZVLx6Zi4WfkaQRLtyAE2XiFH6PzHjqiHtFqizMJByFUxkO3UV3JFTQjzMbF04g6_oRO84yklw9KX4jKP77ZEmVdf1TJbYc8MQWa3vZrwjYQRmduL-EryVbCjgjyqgNl6t_XxI5U-FeAn69q-ni9QTDIN6b0CIF5dHSBZnGkG0Qfk3O7bf9oJ3HintJVvbyl6CiEw6NCbli9LORn14H4PG3o1QwSR0EI-ZSuITDRf4hCQk5xch4xyEjsElDsqFu4vgQvc3AtQ/4s7/DL63s1uATgu95cvIQ2XM7A/h24/h001.nmbK3U6bnO4iitClvuzUj4hAqBC26gkJkuqAk1oke4o" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/26ee2b54-9116-468d-80f0-b6c5798c67b9/thedeepview_A_cinematic_169_hero_image_of_a_futuristic_tech_k_9dc10d81-696d-40aa-bb15-3384757ba40d_3.png?t=1783632178" 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%;"><span style="background-color:rgb(255, 255, 255);">AI promises to automate workflows and save employees time. But a lack of alignment among company leaders may keep those productivity gains out of reach.</span></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%;"><span style="background-color:rgb(255, 255, 255);">While 85% of C-suite executives report deploying AI across their organizations, only 54% of managers say AI is a top priority, according to </span><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeG7hO1ITHKd_KWkK8V_rQsej8N8LiYCdUOtUTL4GPzbQPU3QhHevCkEDiuWXplmQHCfl0_sUkL_U48ClQmO1X06fgUsa4TvD4pMjmxGXmGNaPob2k-pZeHUZxAu1BlTGKjDFXu340N6g3zzwE3QIiAlxGnU1APm1qZDQcK40G8ciJMKt5hFXcH89SiTFLaatd4z61d7NbJlZ-twjL1U3OmenfKntwqr4M81t5jEf5b8vnP0fwyDZJ62ai4molsOuV_rOYLBmRwNHPRFwZbF7YlOPJwqyi_StjEH0OGKrjnvDr9WrGGPGUwNXzSdsAb-TUEwDBvGE4UK79Ko64N2vr9VvvtsKk4-1BCTcwNIWMPmXXah8YX8vTE88VM_0ebFJxW8bbhvnwJkkaNFTLxNqIMRGSSxdFhQCFYSfUVCu_M8M/4s7/DL63s1uATgu95cvIQ2XM7A/h25/h001.jucFX2spVlUFMyWajjPCWJ-B-ylc_YTVEY49KkP0Hyo" target="_blank" rel="noopener noreferrer nofollow"><span>new data</span></a><span style="background-color:rgb(255, 255, 255);"> from Nitro, a document software company, which surveyed more than 1,300 executives, managers, and directors across the US, UK, and Canada. Barely half of managers say AI has reached at least some of their own workflows, revealing a disconnect between executive aspirations and day-to-day realities.</span></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%;"><span style="background-color:rgb(255, 255, 255);">"At an executive level, it can be about the message: 'Yes, we are using AI,'" Cormac Whelan, Nitro's CEO, told The Deep View. "At the manager level, it is often about solving for the next level of detail on how we are using it."</span></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%;"><span style="background-color:rgb(255, 255, 255);">Among managers whose teams have adopted AI, 37% primarily rely on standalone AI tools, such as copying and pasting content into ChatGPT. Only 12% say AI is fully embedded into their document workflows.</span></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%;"><span style="background-color:rgb(255, 255, 255);">Much of the work remains manual. More than half of managers say employees spend the most time extracting data from documents into spreadsheets, followed by editing and formatting files, managing documents, summarizing content, and redacting sensitive information. Because of that, 62% of managers say employees spend six or more hours each week on manual document tasks, with nearly a third estimating those workloads consume 11 or more hours.</span></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%;"><span style="background-color:rgb(255, 255, 255);">"If AI isn't built into the workflows, work surfaces, and systems people use every day, with the outcome in mind, it doesn't matter how many tools you buy or how many tokens [you burn] or how much budget you commit," Whelan said. "The work stays manual."</span></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%;"><span style="background-color:rgb(255, 255, 255);">The findings underscore a growing challenge in enterprise AI adoption. Businesses are betting big on AI to boost productivity and cut costs, but many managers appear to be taking a more measured approach to rolling it out across their teams.</span></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%;"><span style="background-color:rgb(255, 255, 255);">Managers cite security and trust as their biggest barriers to AI adoption, followed by integration complexity and implementation costs. More than half also say sensitive documents are being uploaded to public AI tools, while only 43% report having clear, actively enforced AI policies.</span></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%;"><span style="background-color:rgb(255, 255, 255);">To close the gap, the findings suggest that companies need AI embedded into the software and workflows employees already use every day, with security and governance baked in from the start. Otherwise, AI risks becoming another set of tools rather than the productivity engine executives expect it to be.</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,width=1920,height=3840/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%;"> AI adoption is as much an organizational challenge as it is a technological one. While executives focus on transforming the business to appease stakeholders, managers are responsible for making AI work day-to-day. As layoffs<a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeJZAeSWaD_CGNGJ08oYGpU58kHoFPcp1b_q3z0jwF5V-MfycKbAbJUS6Cl8TD9dCjpCu6VFD51VG348tIlFDLy9_VVYefXEAXX3eDe3Nu-vRsgoU3ug3qJJnxSII0AS1YyBipN6b0yOWIDAmCJHCYWjKTeLVAVtXlnDZCmhBoOu61c6G3QwFtdhSkKBP4YR9LXPhEY0XvJG0sVYX9ELDtOQW074-ElcMInAgQdGBlJ_J3C0g3Cgzf2a03dOIhBYJDIxjWrrdzihoOXPSC0cd9kAAN328S3w9wCwXi45XmlKk-zCFn91t4l3k-2cWk6VnYQ/4s7/DL63s1uATgu95cvIQ2XM7A/h26/h001.BEJjjCEI8nRE3iJkBKn8llw5FxulOAo6K_H_q_MABlg" target="_blank" rel="noopener noreferrer nofollow"><span> shrink middle management</span></a> and spread teams thin, many are juggling a mounting list of responsibilities. They're not only expected to lead their teams, but also figure out how to integrate AI into existing workflows and systems. Closing that gap goes beyond creating an AI strategy. It requires building a culture where employees have the time, training, and trust to experiment with AI out of curiosity rather than purely top-down pressure. </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:325px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQG31lyoeMpfbhK34Ty5Q6OC1Meh9UXm1tpX5khxuGimkdok0oVUkf_qydASe8kZb6pZOzF8yhw7RNbsKs3X-FqS66utZ0tq0eL4bgbE83j6-kZtZ4yl8FOkxgbxAaDW6Q1MLnM-kW3B5lByYEbAyOPrq-gwbb6qURiomzJLo7dyMoaL73mHlYSPWkfbEn3aoTlKuG5YOnfGdio_zH3hp4i2Hoch0dhpqfN6GFcV24RUxw/4s7/DL63s1uATgu95cvIQ2XM7A/h27/h001.lAEhhO6tkXsb7aiei02PfIixyisNxC78Ra9NLNyf2S4" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/ad666d41-bade-43e3-aa4b-b583ba5ac227/Frame_1410104612.png?t=1767841494" alt="Aaron Mok" height="auto" width="325" 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,width=1920,height=3840/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;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduohTHztAgb4u_wAMKvIQoJU78ggK4FbMMefqCUvWmuQi3a9vMbnNX8-snmsuxW4xCsvavUzk6gzSGS-1AGGCxioo4AbLvK6ui6sQ4-dSvMgk-_FyqrtF4RTo-d8uM19AVVxf1wJT9HDumOfu8a6Sm2pKAuRxBVJ9z4H8R7-Yn_DPmXwkF8pVmmA3tad2tqFnVu1jRMLmVwY3b35ZVBSVwpDk26KJ63ZOfsgum3rJHishjac-9Oy4oyC-tZUuIy1tOAIbL-2lszvGsN75BemJ5mrstY9L5TGtHfEg_syMa2IZD/4s7/DL63s1uATgu95cvIQ2XM7A/h28/h001.igb3D6dGXyKwtRDQiWJWuLpS9TnBNM2aH-5Ab91CcWg" target="_blank" rel="noopener noreferrer nofollow"><span>Meta introduces Muse Spark 1.1</span></a>, a low-cost multimodal reasoning model </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/u001.7zYFXt5AA3Px2NyJbPz6hMVYBOo8okEUSV40n6J5iziptvmVacTT6NO88oou8eTRh_qeZL1yM0Xge77pxSezoe8vjtOwrklHl0jKi48tmoAWS6czfoBte3mhn3z_J-ARgYMkEtThKxzjHldGznNQlyKOA8HyLcoBnsET_7-nD_eDjtvLxDx_t-e6Ep-d5pTDZaQs5ytlY4WTkuXzuFbPlWUis_2l5DNJMqAPCZdPHGGQhauajr5EP4cVLNy6unc28bAYQgEf6TyUlWTzF9vQY3hSnJIk6e8efNA-bXq8j_I/4s7/DL63s1uATgu95cvIQ2XM7A/h29/h001.NCVcjuF8M7hvTqvMEkpTR_gXKseYTc6BwRYUbr3e078" target="_blank" rel="noopener noreferrer nofollow"><span>SpaceXAI rolls out Grok 4.5 model</span></a> aimed at coding, agents, and cost savings </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Open-source AI tool Ollama <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.5sXVVvymMF6ZsL5-zBaSfABNV3SXC2nR-1ffnN8nMOckEOTZ9n9-CrlAVG-3YuQRvgLJizfHGDVq_dZFmNxAgifhVW2uPm8NDZouUjVX9xcCHqJ4-WeiCbUvwfvmCiUEnf3OGNOgCRO8Cc_GnQ5TK7DtWu2ytuG6buD1aGhaj-YMma2SZwPxRUPkDN-9J61dm0dbENXGcfcMrnbDbFuRmLd-nVw-lsRZdJw0f75i1BbT_g1VbIUrjYb16XDJCwh0oAjWOl0xltmy8qcWLCUP3aeyH2lzD7h2gg75Q1ve-urR_yCXH2yGIuJNHaTUS20W_tQ2nocaOE-SH5jTqC3qokNRnnFTf1Z72EKB1teS4jhe3fmUUxcen8Pk-iePegF5/4s7/DL63s1uATgu95cvIQ2XM7A/h30/h001.qJvnDtkVkeU4b35DUViKbM1Wgqrdvjn-H7QNgxGuJg4" target="_blank" rel="noopener noreferrer nofollow"><span>raised a $65 million Series B</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.WHId9TPFGnUe-Jr4g0PigwA6vjAJst-7UUbP3eG-EkE1NlvlPWjq9Or5S6SUvkPTWah5wbiwKtzzUWM4vnZAFDQxDrqdy7GZkxy_bKhw4-17p0aL3D4goyMGsLSbwG1cpGrS3Dk-AFPRKYsgHOMr9CYUM7tBBkk6bof2ZlfIq525EK1ZUaI5h_vsVaMdsO1G4Ur2R_l5p4WZF-vX3ogzKdKts5AOBEYucG9eP2u6udJcnH6mQjQL3bgMg9T04bE0Px7EvJ8Y5OPM5yRp5xOVbidxr8PziefL_3meubigVDYhJqAvU3yOmoUNe01_LDKQ/4s7/DL63s1uATgu95cvIQ2XM7A/h31/h001.dCeESp92nbNw-Lq0gBCPX-_U66_XUV5s-iVf2Q_nHjc" target="_blank" rel="noopener noreferrer nofollow"><span>OpenAI published a detailed audit </span></a>that found task issues in SWE-Bench Pro </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.wZPohD0JH12EksCsbt8ZeMUk2Kzve8e9LP5fsTXN7zTH1CvfRD3P4ppoY1qKfEGCNjnG8LUbYX92DRgypIq0Bdo6OOXHOKdNEajn1aQlc3OH9tlbsDUUqmjiivfFnQzF1pCm-t3ZC5vLXgi4ipAqxvVcWykcG0z-Zc6_5K22UFXJYKE3dn-Mb1Q1IeiOLPqMHebKnj_ocvdj1dFeGkzqSUJ6FlWwxd0x0B4qlX1ay1tH7V39PVz1vkDp0qppowh_SsVnAIZpSOhty454IptRB5wVihLxs1pkY49oF0YvS0DKayAswDplqCNiugzEed3S1vePucLcLFI5C-j6cU9ZITPoJk8ya6dlq2hplr25r1Sw7couA1LYrNwDjB9UQh8VMmQJA-IkIs38gAd00k9BFDLQ83xjWvObj-tM2dEnzAs/4s7/DL63s1uATgu95cvIQ2XM7A/h32/h001.UYjl0lBsu4u6Cw2ZDTt-z1gEicsq_Vrk0wcBppK6NJc" target="_blank" rel="noopener noreferrer nofollow"><span>Cerebras, Flex expand partnership</span></a> to scale CS-3 AI chip production capacity </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> AI companies are spending <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeA0jRZMFMy0fzMUA3Jxn85CaRHDVZcA-2MURf5EclLnrfWbfLCHhfia4lNg2DEoQIDW30mtMDAViMxT1FRDcofg_BeLntNcL_GQXPWSToT03foQiA6_t9ryQXdP677bIo5emqblE9ATRFjCxiP-nw-GM472dNTUXeqfqeKaJlT8-fQrj-5kkNbT8wJ6C3sCSjLW83hDKtnF5tqeMF3Dvzk-1JsfQNhSNfRp4Ynh3FB6ynbZKvWqnzgFtlm9MJ5xOlETQU6GZU3syFnsihjxWib5rtgrqttmV9nG3GOWeWaW6/4s7/DL63s1uATgu95cvIQ2XM7A/h33/h001.Afc96S6MJdsc3WBuMvvSIrCsfDI5ui2YoqqKpiJEWOQ" target="_blank" rel="noopener noreferrer nofollow"><span>millions of dollars on elections</span></a>, report </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.wZPohD0JH12EksCsbt8ZeND5z3fn2eA5HMQUmmQlReaKu1tOr8zLo4GQnPW2OaCh6_k0c0gt-F_nTQNZWw4191RYUkEI8gix3rA-P2C2GR9MzBdkY0hlcAIgX1ItzNcwRnpgvmqLSWtJgQom09fBj8iwTRTtbg9KF0DqSoKQG4cba_633bLlTJUWsUJ8iR1KtPiIwjGG9B933Q_r_-Mo8VuZEN6BKSnKyE9SoqFc8-oenQBc-_7Nr_akQruLPg0Ri0L34QlY1-3ZcQvQ09_90Z6FCoXE_YRXVXEDgQqDBdWzP76cLrCVpfH2aAip85pCD1qrGTgV6FAC0_kVTKPEh3w5CasqY1VybKQda8mrmp3fwQfvogEybfgaqwDFSFNc/4s7/DL63s1uATgu95cvIQ2XM7A/h34/h001.uxilANS3d-g0RY8buFLw-B52K6UtRymju-aaG4X34uU" target="_blank" rel="noopener noreferrer nofollow"><span>Starbucks uses AI for tools </span></a>to cut reliance on Microsoft and IBM software </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,width=1920,height=3840/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/u001.7zYFXt5AA3Px2NyJbPz6hDZZof6mMZhJrZQQqNQGOBOhcl389PGMpZunVhGJ0WbL8jIugSEaSivu84bA_GVnGtoQGY2XPyOSpdFWwrg0ooJyMBdEcTv_M4KRDdq65NTaf8FeOOhEYWMlog1jAjeDkMRMLf0vquPbT0EofBxxTMoxhS43SchN31L8I5bXEj5zA5xix_ooYni0cJxYVYIPs8IDbOVDDBHr-hrPpuRB5aZzEHQVLUgWWvvMZDxEUPjG8cBBr6TAYUaRsZjlLfbF2kubyecdrdTQVfGn8aXcw5M/4s7/DL63s1uATgu95cvIQ2XM7A/h35/h001.thECHQBDPRMJ780Ox5yGUC8AU2XHfQCbnY_qzARl2ec" target="_blank" rel="noopener noreferrer nofollow"><span>Notion</span></a>: Introduced Ship OS "the agent-native way to ship software" </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.wZPohD0JH12EksCsbt8ZeKZ879DulReCOiaFyaf_FYzc6F1zGZVwG-HsrrnzZl0Wzq8FkMw0Y64Dwi3qUJuH3BdEC8chgZ4jb4b-FEiBWR9_52ws3sYVkk0ekBww8YHwadlY1aJ8wg9__VFL4-0Tq-J4ixpZKPwTpx6ySTHtilYT85cV2lNpWeZfrtp_bcl-j_w9IjDo2BxfN_6VxzAdvFF_-2XvB6HuKroN-ZO_VYD3NFpFCihyZEiTyAGsPaCPWHjPYnrj0bO33MFITf-SfSD-dzsnrYkSfiuup4cNcBw/4s7/DL63s1uATgu95cvIQ2XM7A/h36/h001.s5zB1Jqx6BA4mQ-SDlVy19yYB-fPQfv4Fih0Nntn7-g" target="_blank" rel="noopener noreferrer nofollow"><span>Claude</span></a>: Has a new reflection dashboard to see your usage patterns </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.gKxW2KpP8aPe_QMyOQduohTHztAgb4u_wAMKvIQoJU78ggK4FbMMefqCUvWmuQi3a9vMbnNX8-snmsuxW4xCsvavUzk6gzSGS-1AGGCxioo4AbLvK6ui6sQ4-dSvMgk-_FyqrtF4RTo-d8uM19AVVxf1wJT9HDumOfu8a6Sm2pKAuRxBVJ9z4H8R7-Yn_DPmXwkF8pVmmA3tad2tqFnVu1jRMLmVwY3b35ZVBSVwpDljYxI49hCVc3UbXz2In6cEy8DHl-hxfyLfjboEihPOe4RKEM5kthAhppE2PPp0H8FiFl2KWExnCI2i1Gz3OWBf/4s7/DL63s1uATgu95cvIQ2XM7A/h37/h001.gfxa_lrRUKJMSstrpE_YQko1dovnFzSjbV6tmwjFHz8" target="_blank" rel="noopener noreferrer nofollow"><span>Muse Spark 1</span></a>: Meta's new multimodal reasoning model </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/u001.7zYFXt5AA3Px2NyJbPz6hCVHzjBl03QNzAX4H3oTo2ySX3ewdYSH2486qiTE3MMv6ZgVpqPk3nFtCgsrojk42yzN3ZTKjNSzpUBJCZK3CMHQtqs8VQnfyXADrXiCvMq1-x_f7U60P8iQvJp6-UZo5LJ4eaqb7Fkf82AHEWWLIIeObzzkfoj-3jerN_Qg9gYUCtg8CeEyCiPCsLCd3WhsnXj-DXrnjeUaLrgKMDgq2XbWRLUEXkfqQhfEMKOFSwOK0NtRQBYjr1lLHWnDbQp4nJRooenQCUg8E6kGjLz5hvs/4s7/DL63s1uATgu95cvIQ2XM7A/h38/h001.jBPPgXuPWRHBqJC1G4xb3JCu5DVlWN_-XuDCdqtnzwE" target="_blank" rel="noopener noreferrer nofollow"><span>Manus</span></a>: Introduced branch, a feature that lets you split any conversation into a parallel session that inherits your full context </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/u001.7zYFXt5AA3Px2NyJbPz6hLtUPiTDx-aKfPo8GeH2Ukw8UGFmuYW9CoWMykJYIKW3DyCKe01rY6eVAuE6rqbxWi-amMjABn3EKTZ3LJHE921nPsM3le7J4GroRGGVgC3M2IomjE72UDg7FAJRHmSG6TRFb-X6RrjV26MvBGxU-uw2HupGs6CT4Rp6t0yLRukLd4Jy7ZCD8bj1ZMfqI6YmEzkgr1-XoPom9Ut4g3pSMso24xvZiuOvWOIeTFeaMo6MmAXDyrfiL_C9xZZ7JR-ISkTsrKjKwjbuoUnAi6F8etM/4s7/DL63s1uATgu95cvIQ2XM7A/h39/h001.X-D-c26j3wqQ6N7YWwl4tiyTF2uH1VNlhWpvifXc_18" target="_blank" rel="noopener noreferrer nofollow"><span>Google Photos</span></a>: Video Remix turns clips into stylized videos, powered by Gemini Omni </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,width=1920,height=3840/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.wZPohD0JH12EksCsbt8ZeL790OLpBPJTXJU7GedVKmZslYYeDVQ6dhVhl-X1cwpUTn33mIegN1-bFWSuPGM_8Pw7cQGNK9ySOYJhVqK9jnp0jgipHfy9lfQKOyzrXmmxlaytsv6oWurh9FLS_254ZUO0Y_GoZ3FPcmjvUBwIUWWQQfvXYhxJXSMwcpR0ITNJ1IP0ge_K208S809P3XEOrMfvRmnPAhdnlMtEqgJnNOktkgjXVPEoxWgQb-Y7vWO295kwZUxrMZKAn7XiVCELesuxT8mqKIaH_F8s9lm1b6SGEMp1Jl-PiQ9wUGH0y-6UNpwShKPrNlVV6a06BSATeB3iRkVi5B3Sq346ASnySWRFml7YmS9f5X_1xNJVNoFm/4s7/DL63s1uATgu95cvIQ2XM7A/h40/h001.eP8jYoenznLadHhRkeqGASQbWYoQAfxE2YcW-nQU5G8" target="_blank" rel="noopener noreferrer nofollow"><span>National Hockey League (NHL)</span></a>: AI 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.wZPohD0JH12EksCsbt8ZeL790OLpBPJTXJU7GedVKmZslYYeDVQ6dhVhl-X1cwpUTn33mIegN1-bFWSuPGM_8HIhRkmQatSYk9Ev6Qrgyo6Aq0rRka_G5sL84fxzreJsaqwwvKcQ3RoVN5dDLiHiCWidpFVfIpwSOUBiQDRfGzmww-j3gUuQg9PKgnQAB1Wmj46p1yUtV3dDC87tOfjaJMBvPQZUQjDahSF8lUTqzvJvLA2bBb6ISQiELbkxFiZVIJtYp5q6uoA9iJWOyxAFfdyDhjeLQ-j3y4SrIHqeR8C031x9vb_pM6aEW_icBj74ikB3ohusVlrYLkD6U_-22HnvOal5P6XGizRr0s2Bspzk8IbVei6Xd-Kx4pEREdBZl6_2fHsVi07W1BOOf7MYdLyJ3wVM1WfGXNrx8e0Ee4Y-q7q2W4MY0Ypt02WiwABe-v6x6mfAKIsAclTYAJEl1O6lLjCRsvQtOhtNQdfwS70aTAcLEovZNUs68gCZxd5zgjQpAXqkYvlMb9xcXddza12KiBPO_k1UbGOIpVG_1oQJCHZfFFsuhDP1aEZku-XWZoSi8UEcoeNzGeNpxKWNSdEYuwCTbZ7FYNf02jLn7ql16IL7-6-ipOuaOysIuuqm8icwj-i_ziCQbeUuzX-Xsd_1-6vwoIiSJLkE2p1b2gZGaMMg3kZZE2kyiZBs5cjZrAzwCzQYxEzWQQWUUBFdOML5gyTyKDn_iCb5BjE7sa6ayIVkAk_0-T5GxTXSkcdhY_AnzsYIGwdGokttxBE6EpB-ftrEXykHFNyoU0oRVBMwxctZSuK_53CNsVKVpgc7v3zUC2camMTWET-yocKsBNNSC6hHOjJsbOleRmjFaiM8WW0vkqXHRxjv3Z5qRwo_uYGx1g1my8WTq08ovknNVSp1WcFl1WmEd_RHo6j8hvs4Agoh07zbi4AWFhV_dqXzp1lsay-QF-OreX9drCD5j8H4ThyzW2MfkSs6_LDIcVBZ6hMyEHepUYCkGLeRqTDEgeIyVauP_6In6pvGpkd8nJ2PMy9dX3-usQuW6C9_7NTKbKke_XXmOCXTwHGThnLWt__iW-l2T7tEN2noOQ9BMcUPB00aBF1S4ISdzT4wWpPdw6kK_Yx7EY_WRFhylFSz/4s7/DL63s1uATgu95cvIQ2XM7A/h41/h001.xupTE7qRm2yen1VvZGOGhlIv2tNDa-t0HHK0ZpftYF4" target="_blank" rel="noopener noreferrer nofollow"><span>BlackRock:</span></a> Artificial Intelligence & Machine Learning Engineer, Associate </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.wZPohD0JH12EksCsbt8ZeL790OLpBPJTXJU7GedVKmZslYYeDVQ6dhVhl-X1cwpUTn33mIegN1-bFWSuPGM_8GzGc4caVGRKqGpYTxQbC3fhXIaktPEl3vChq64Hc3NpIu5t0j42TPyDJlJSRdjEIl-svQGP7bOR7dWMFZFTyEEuxouwo8VrjLceWADcJFs-lhoj9faoqOBduIF1moyrMfjyOynxndqXcIbilhBq8eHwVAc8AtUVc-GYYjh7Cq82_uGtvGRQpoPzazyQdHwzjHSNTDwQedHh54bleCFvOUe4OlPB5lH0MY9wufstcxq0vQON9fhEhFxQQ7SFkxTl5iechga44G-HZnPqxdJhOZVq_zqn-jQzeTvZqaXv6ZvzEhSqPBSV6HMEpGQxd2cQjUlxn9CwTVeyBiOEHRjbRRPO0awO2nkSWVXu1r0AKoeZnQB9xjPRVBUKYGawZUu4911xHUrwF9C4-Fc6oNvRbFvj4I2Av2RGZHiLgnI_s8VHVZskqTwpt25mXt_3JtrBHg/4s7/DL63s1uATgu95cvIQ2XM7A/h42/h001.VBCs9aylOdHFSBteuTOeGIlGhATKlFIrrnhZsU0y4Go" target="_blank" rel="noopener noreferrer nofollow"><span>Capgemini</span></a>: Gen AI / Agentic AI Developer </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.wZPohD0JH12EksCsbt8ZeL790OLpBPJTXJU7GedVKmZslYYeDVQ6dhVhl-X1cwpUTn33mIegN1-bFWSuPGM_8EDXAMBt9nG31LFk6FM_d0-KagFE6YIqQ5vyvO0QrHxPHYWJzWcRSyLB9zMb6Fh9c_JbbtkyXKVcBH6qwmOLDoEaHf_80nfLw9G3VIF8Su1d-Dbbp9tcaXWI4i6hfHkEKA_SNfr7J9IOkhyDc2LEdLaZJBV63jF8Rk7cqFE6qREPNkh6dpGHhlMeKLR-TZg8fNeIMaYDPwJzBzGzE4zxQTi5jMTH4AkMcegctWs96YAlxZeoRQe8o5PUoKN3zIgjFpc2VmjR3wOtKicao-icJHeGWe45qg1AGBXL-9c6C805oyq8VHzxB9bLZ_d0vcBNaU5ro02rHdvSu5xZkRhVvN69LxukUkuh_q2YuO2TocBe0vwIuWj39x9QJbPDihgmIVUgVKdn2miLBRaUckiKZMP7AIO7AqTzsfJCvw03mxc3QuxkRh1hdJv3XE4v2msYVjSQt3ePLhNXVLJQ7d9WcChBA_CBqyaNyWAlvmJYPfGXH2qLKqfs_QAMy5s8E_8os10VT0s6dcuKkdQHFvh3vKNBC5pXOnYrhvYnz_-yqVbSuShRDDT8k3AxIPAgToMzbI0rI_QsyLl9u567rSQ1fvNyF81bXEeo7BnVpBT8kF7Gvrv-AixdkvVbIcuLVqBx3ilUDl2pxwykmWKc3hNTeGVNO0VXB2bmxl32_o35NBSuvN6o-x49Ig89aYWduXK-1VmSQDR_Csc4K7HZI9y2pR-dzh6Rk9-b7X35k_2tqbZP-708oQglho8HzOv3yl6diGpclc17YcChVsk7lG4On7OGEpAvfAEgr-EuTJUM4xGtV4iM3FBP2a8WDIvF11C4y7qCi_ciOWZ2AgUCrjhMmQxvmpxhcf7n9papAtcfRa9_7mhxvBJ8r2Pm3_S3xFiqkf1yzf3V83drRR-ocYnk_mLW7EUTJwU7lSraA2EzkOgQcMxtn6wLFatj78h5k-hWjNb3M7dI88t9YwvW41MSGervAb_YmHHLRdLROhIzZYAHIHRzCPIjOmCgQ5UyADtecufBHTZkG51Sgdx_enANKvsZot1lVoaSoiB9MzJbDxgS/4s7/DL63s1uATgu95cvIQ2XM7A/h43/h001.fWabpbm4j_goF1r40l-huumVvZay02S7T_K0FHDpwUM" target="_blank" rel="noopener noreferrer nofollow"><span>Brooklyn Sports & Entertainment</span></a>: AI Engineer </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,width=1920,height=3840/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,width=1920,height=3840/uploads/asset/file/d114be52-1fa0-4ad9-b6d5-c2b76734b399/AI_or_Not_-_TDV_-_2026.07.6__4_.png?t=1783616641" 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-GuAtwimuq08hFrPBRr2glrKHHTefGzx45HpUuR8ior_FyO8wurHNqJ_4r7wnINp6F1EvvqVsJmBCdwXvYFQ1120WM0zwFeLGpcFyEJYxBpBQclUY9ZwyI_4g2PAktSSYKZGBRWrwF9Fwl40z4iALLQL1sG4wK0uPN2CFJ0gyJs5M64Mtn_rCWjhAphCm1Fd3VkwOiTU8CYMhcJUhKXQ4Q8FKi3pUXVaIMxBb52DPqvTP1HvN_lc4JsKgf43rY_yrl5cweOZmQ3BjEtJQF3eEJZZ8tl_DCD-yjVcPf7erXiWGcuBDh0pDBueerwY_zFEyC6rqekHsakOwjx6woYR9ytx-e3dzyXKbgQCPQZ_UWUZ7rvQA0kPI0geAE3u2Xp9JTZGJCdtJBLKo07yAaEoLItgw3YrzJ1zyjChQ9NKsAjo0hg73JhGcAI6EYjWt9uXjcDBLdjiZsKuiJhIepPSCCwDxYM3KEUrOAVz0XUJ_5jmk4iVrRwneFmwJgSIQJ-LcJlz3iJGPWfYgZyNE6sjxBdxDDuhkdwahOvu6CHH8xXu9OaZrLGFSf9AsiS88vW0c5uq8WcZUY2nwsF5bgVBI2LCxpGeDw_F3tWxbP93srkuRyQ2GlhL6jTHBaxnkkHWhOgUtHywiDEySR69K_9MGImeWNz3qveWtHl1VzRH7zyJOxGJnAcasqIv2W_JLiMjY4q0BTO61aqT-ouOFhsxe-_oNEzPr2HMiEv-4TqcJqcXUh9BJo80jiF8p9sjV7wMWJZeHrwq2Xv--9UWbYOLFHzKOVYqyJxaYcXEHcphmpsII7Z1du5y-o9zC-K4pf8nX_6s9zk-yNLvu55n3FKZ_s4tmdWHVnJwiq5EK-df7YIq3qmEOxvwr7sICAsEKFcILlXBQwFQVq7L8gsOyDCj4OqKz5OoccuOE/4s7/DL63s1uATgu95cvIQ2XM7A/h44/h001.WqMsuCnoH8AGOqBMTBwpjhrZ5m1YIET4FA1eNc9NB4w">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_8lf7SI4pHFATLXXMaDcodsixxJ-MB2rrIj36Yo9OA0ma-7OS6pwDbuxlt3q9Tzlw-Oqf19Gfx7ZfOH8P_ao_SbE94aCqTc2MNXy-ymyL4-L00cVM5sWPNrg51Y1TNbkqzFiiNJR6YwFJueK28KNryhVyGyWpG4jHWu3WYvRakCj6SmQw3i7m55ld5Xh50cHwHO-xDfMa9eOmohEIl2X2pmntdTs7q_Y7G6Hu3Q7OdUA78Sp6-1brciCj7b5Psk5SdlgD7H_81eKpeaEe8zIGdpUf103s1u9fvojUV_nW-ZNUReQ3FjDB-OaT7xcm5Llp41nV3VKZgfMm9q1h0Sth4PiP8FafwfKuefoySMJoEvxT5pdr_ilYKB9UwFxIqGUhFqDaaWdJT0GnsJE4ec6lh8P_-uESqPwIBCq4gPakmYhIkHimiLIp_wLun_hNDXXFrNy23TJKVuWIwdQyXJlA4VsoR5lpFDqOjdmByyesfeFdiKUDkLFyDRA_jakBVquxqPPfAfSi1KVH9EdrKwnVWT6CK2lmuLsCX57aV80Vhia_M9hy7uu7yAGO7xj9xadwk19Eha-dg0Mwiw1dpNs4r7ZHtbvcQSVLn4OQQOPiO8TmIiYCZbbhigViErSYLuS5KtOWTP8cWOgh2miIZtPYBTSWS_3TzlWWWGl0-9BzAepTiT_w0B9NtKFR5ixDG248cVLaj3a2GkzFSzrv6yolOv-8oKjlrDZDRDipuqZEyYBgc5r_13Hzx1538uezPRnEJimj868IGDmWyaBcAu-zWBkDB_tFqbINfl2Qqbshp60jvk2sOrYkwhm3_F6LbpMh69F-tWyJapHZ3K_deak0FA0SGqlDOFhhYnRD6FQuiuUMhYOzgqsIhtMHKW1seFlVe5no5SKT5nP6s/4s7/DL63s1uATgu95cvIQ2XM7A/h45/h001.Tr6L5O1FwAvsWKYZtgxBIOSKcJALakh02l3HhNijkbk">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);">POLL RESULTS</span></p></td></tr><tr><td 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="background-color:rgb(255, 255, 255);"><b>Would you use AI for relationship advice?</b></span></h2></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 (54%)<br>Yes (25%%)<br>Maybe (21%) </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 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,width=1920,height=3840/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,width=1920,height=3840/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._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqWs9T_WG95L2A6No0aTTafahOVyi64k_2dpNwCmhBrLpnlTFubTWRZqs1diJy-aLGjGjYtBebHsRfqfuo4dI8faOY5ljNn-CUHdv2LAbhdJlKgMDYN6b28LogLi9dL9k7FlMI-HrE5AOBTbWmEH-pctlGhh-1gQ-JHUqSQ-d5_eSyf2BtxoXMn19spZmv_qfa6Zs-WgOPXe59GEeSKSAes6-6s9gJU-1cjGZsL85UmEF-Zsh4aZptFVfATfgOQ_0vJiG9e-NV0fkUmG5PyXESAY/4s7/DL63s1uATgu95cvIQ2XM7A/h46/h001.lz2083dBhbqcXvQSi2P8CRsiDQVJVrVLzbrjVRCj2XA" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80,width=1920,height=3840/uploads/asset/file/f9ebe1a2-9e82-4353-8e80-d711275f40db/Real.png?t=1783617057" 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;"><a href="https://elink983.thedeepview.co/ss/c/u001._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqWs9T_WG95L2A6No0aTTafahOVyi64k_2dpNwCmhBrLpnlTFubTWRZqs1diJy-aLGjGjYtBebHsRfqfuo4dI8faOY5ljNn-CUHdv2LAbhdJlKgMDYN6b28LogLi9dL9k7FlMI-HrE5AOBTbWmEH-pctlGhh-1gQ-JHUqSQ-d5_eSyf2BtxoXMn19spZmv_qfa6Zs-WgOPXe59GEeSKSAes68t7kH48IiysVB0fwm_ftNViGcDvJDekh22Hs24zUxaUt0JAj2hJLpsPj0kMDcY-F/4s7/DL63s1uATgu95cvIQ2XM7A/h47/h001.q7KFUwaGg0sHeo4JAS-W0CF5FjBO_cVdMkkCrN457cs" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration:underline;text-decoration-color:#000000;"><p>Link to the original</p></a></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%;"> “Sharper, but less glowy and exciting. AI tends to go to extremes of ideal.” </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 clouds look unnecessarily wavy and unnatural in the AI version. My brain can tell the difference.” </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%;"> “Colors look more natural in the real image.” </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 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align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> “Glow on the moon was too ethereal in Option A, and HDR in the clouds was too pronounced.” </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 clouds look unnecessarily wavy and unnatural in the AI version.” </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,width=1920,height=3840/uploads/asset/file/f6b2537a-c207-453e-8567-5898374096f2/Frame_1410104596.png?t=1765345268" alt="" 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**Welcome back.** New data reveals a widening gap between executives who think AI is transforming work and managers and employees stuck with manual workflows, unclear policies, and security concerns. Anthropic is trying to make AI usage more self-aware with Claude’s new reflection dashboard, but history suggests habits are hard to shift with awareness alone. And OpenAI’s GPT-5.6 launch was bigger than the model itself, with Codex merging into the main app and the launch of ChatGPT Work and ChatGPT Sites bringing the power of agents to nearly a billion OpenAI users. _—_[_Jason Hiner_](https://www.thedeepview.com/author/jason-hiner)
**IN TODAY’S NEWSLETTER**
## 1. GPT-5.6 opens ChatGPT's agentic era with a bang
## 2. Can Claude's new screentime tool make AI healthier?
## 3. ==CEOs think AI is working. The data disagrees==
----------
PRODUCTS
# GPT-5.6 takes big step toward OpenAI's superapp
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OpenAI just did a lot more than release its most advanced language model.
While GPT-5.6 went into [full public release](https://openai.com/index/gpt-5-6/) on Thursday, as we've been [expecting all week](https://www.reuters.com/technology/openai-gets-us-approval-broad-gpt-56-rollout-axios-reports-2026-07-08), the company also announced a ton of other developments and updates at the same time, including the next big step toward its [long-awaited superapp](https://www.thedeepview.com/articles/openai-s-superapp-signals-the-agentic-future).
Tweet: (https://twitter.com/ajambrosino/status/2075274357715427618)
Like [Anthropic's Mythos](https://www.thedeepview.com/articles/us-government-clears-mythos-ai-expectations-shift), the US government worked with OpenAI to [delay the broader release of GPT-5.6](https://www.thedeepview.com/articles/how-openai-s-gpt-5-6-just-edged-past-mythos) until government agencies and corporations were better prepared for the model's ability to uncover software vulnerabilities that could enable cyberattackers and other bad actors.
The centerpiece of today's announcement remains the GPT-5.6 family of models, which now includes Sol (flagship), Terra (balanced), and Luna (fastest and least expensive). The models have been [performing like champs on benchmarks](https://www.tryfriday.ai/blog/gpt-5-6-sol-vs-claude-fable-5-mythos) such as Agent's Last Exam, outperforming Anthropic's Mythos and Fable. The OpenAI models are also less expensive. For 1M tokens, Sol costs $5 input / $30 output while Mythos and Fable cost $10 / $50.
But OpenAI also used Thursday's announcement to roll out several other significant updates:
* **Codex moves into the ChatGPT app**: This has been in the works since March, as Codex transformed from a coding agent to a more general agentic tool after the meteoric rise of OpenClaw, whose founder, Peter Steinberger, joined OpenAI's Codex team. The combination of the two apps is still a little confusing, but the OpenAI team assured me that the Codex brand will remain and the agent harness will continue to be open-source. ChatGPT users will now get an AI agent inside the chatbot they already use.
* **Launch of ChatGPT Work**: Perhaps the most significant new development is the launch of [ChatGPT Work](https://openai.com/index/chatgpt-for-your-most-ambitious-work/), an agent that brings the kinds of tasks for knowledge work that people have been doing with Codex on the desktop to the ChatGPT app across web and mobile. There will be a new toggle between Chat and Work when you load ChatGPT, so you can do agentic work from anywhere you're already using the OpenAI chatbot.
* **ChatGPT Sites**: From ChatGPT Work you can now describe a site you want to build in natural language with no understanding of code, and it can make it, deploy it, and give you a live link on the web that you can share with anyone. This handles the deployment work that you would have previously needed a tool like Lovable, Replit, or Vercel to do.
"We have more than 5 million people using Codex every week, but close to a billion people using ChatGPT. And so, for the largest part of the audience, they had not really seen the power of agents," Romain Huet, head of developer experience at OpenAI, told The Deep View. "[Today begins] this progressive reveal for almost a billion people that can now delegate more tasks of more complexity to something like ChatGPT Work to do more things for them."
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While we expected the GPT-5.6 launch this week and the models themselves are a known quantity at this point, the first big step toward bringing Codex and ChatGPT into a single app experience was a bigger surprise. Of course, it's long overdue since OpenAI executives such as Greg Brockman have been talking about it since the end of Q1. But it's not easy, since Codex had turned into an agentic power-user app used by rabid enthusiasts, while ChatGPT is the mainstream interface used by a billion people. The first steps still look a little confusing to me, but it was time to start bringing them together to create a more unified experience, and I'm glad OpenAI has begun the process. In the short term, starting to introduce a lot more people to the time-saving power of agents will be the biggest win. And running OpenAI agents across desktop, mobile, and web will be the big upgrade for the power users who already rely on Codex.
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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--------------------
IN PARTNERSHIP WITH LAMBDA
# Cut your AI training costs by 25% or more
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Follow image link: (https://lambda.ai/llama-3-1-blackwell-mfu-benchmarks?utm_source=the-deep-view&utm_medium=newsletter&utm_campaign=2026-03-mfu-whitepaper&utm_content=main-ad-july-10)
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Most large-scale AI training runs use less than half the computing power they're paying for. Lambda's team found the root causes and built a [reproducible framework that boosted efficiency by over 25%](https://lambda.ai/llama-3-1-blackwell-mfu-benchmarks?utm_source=the-deep-view&utm_medium=newsletter&utm_campaign=2026-03-mfu-whitepaper&utm_content=main-ad-july-10), without changing the model itself.
**Lambda’s whitepaper shows you how to address:**
* Memory inefficiencies silently inflating your costs
* Training configurations that aren't making full use of your hardware
* Bottlenecks that slow down GPU communication
[Get the whitepaper.](https://lambda.ai/llama-3-1-blackwell-mfu-benchmarks?utm_source=the-deep-view&utm_medium=newsletter&utm_campaign=2026-03-mfu-whitepaper&utm_content=main-ad-july-10)
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PRODUCT
# Can Claude's new screentime tool make AI healthier?
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Follow image link: (https://www.thedeepview.com/articles/can-claude-s-new-screentime-tool-make-ai-healthier)
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Wondering how reliant you've become on AI tools? Anthropic is giving you clarity.
On Thursday, Anthropic launched a new reflection dashboard in Claude's settings for the web or desktop app. The dashboard gives you a summary of how you've been using Claude, including key topics, your usage patterns, and the type of tasks you usually use it for, according to the blog post. You can access it at [claude.ai/settings/reflect](http://claude.ai/settings/reflect).
Tweet: (https://twitter.com/claudeai/status/2075225957711929667?s=20)
Beyond giving you greater insight into how you use the tool, there are also options users can take to modify their behavior, such as setting up quiet hours and nudges to take breaks. Periodically, the reflection dashboard will also present users with questions prompting them to reflect on their AI usage, which they can then discuss with the chatbot.
Soon, there will also be a view of how much time users have spent using Claude. It is now available in beta on the Free, Pro, and Max plans on web and desktop. It runs only when memory is on, as it needs to refer to past chats, so if, like me, you don't see it, it may be because you have that setting off. The reflection dashboard leaves out incognito chats and health integration content.
While the aim for a feature like this is good, helping users become aware of just how much of their lives they're offloading to AI, Anthropic isn't holding back on fueling AI usage either. On the same day, it announced a reset of the 5-hour weekly rate limits for all users of its Fable model, in response to high demand for its most advanced model and to compete with OpenAI's release of GPT-5.6.
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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People have been over-reliant on their devices for decades, seduced by the entertainment and convenience sitting right in their pocket. AI's hook is different: it doesn't just entertain; it promises to make your life better and your work more productive. Whether that's genuine ambition or laziness in disguise, AI can now help with many tasks tied to knowledge work or human interaction. Just yesterday, I wrote about how many adults are turning to it for [emotional support](https://www.thedeepview.com/articles/study-38-open-up-to-ai-about-relationships). The first step in recognizing a problem is seeing it quantified, but we've been here before. Screen time trackers proved that awareness alone rarely changes behavior. Still, even if this doesn't move the needle on healthy usage, there's value in knowing exactly what you're leaning on AI for, if you're willing to evaluate it honestly.
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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IN PARTNERSHIP WITH DATALAB
# Turn docs into records that fit your schema. Open source
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/eadda8ba-86d8-43c9-9bd6-19aadbc284d2/DeepViewLiftad.gif?t=1783542473)
Follow image link: (https://www.datalab.to/playground?utm_source=deepview&utm_medium=newsletter)
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[Datalab](https://datalab.to/?utm_source=deepview&utm_medium=newsletter) released **Lift**, an open source 9B model that turns messy documents into clean, structured data:
* Pulls user-defined fields into your schema
* Works with any schema - invoices, scientific papers, 10-Ks, etc.
* Fast - 9.5s median, 8x quicker than Azure
* Run it locally or via Datalab's API for scale
[Try Lift on your own documents - select 'Extract' to start.](https://www.datalab.to/playground?utm_source=deepview&utm_medium=newsletter)
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RESEARCH
# CEOs think AI is working. The data disagrees
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Follow image link: (https://www.thedeepview.com/articles/ceos-think-ai-is-working-the-data-disagrees)
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==AI promises to automate workflows and save employees time. But a lack of alignment among company leaders may keep those productivity gains out of reach.==
==While 85% of C-suite executives report deploying AI across their organizations, only 54% of managers say AI is a top priority, according to ==[new data](https://www.gonitro.com/hubfs/Content%20Resources/Reports/The%20State%20of%20AI%20in%20Document%20Workflows%20Report%20-%20Provided%20by%20Nitro%20Software.pdf?hsLang=en)== from Nitro, a document software company, which surveyed more than 1,300 executives, managers, and directors across the US, UK, and Canada. Barely half of managers say AI has reached at least some of their own workflows, revealing a disconnect between executive aspirations and day-to-day realities.==
=="At an executive level, it can be about the message: 'Yes, we are using AI,'" Cormac Whelan, Nitro's CEO, told The Deep View. "At the manager level, it is often about solving for the next level of detail on how we are using it."==
==Among managers whose teams have adopted AI, 37% primarily rely on standalone AI tools, such as copying and pasting content into ChatGPT. Only 12% say AI is fully embedded into their document workflows.==
==Much of the work remains manual. More than half of managers say employees spend the most time extracting data from documents into spreadsheets, followed by editing and formatting files, managing documents, summarizing content, and redacting sensitive information. Because of that, 62% of managers say employees spend six or more hours each week on manual document tasks, with nearly a third estimating those workloads consume 11 or more hours.==
=="If AI isn't built into the workflows, work surfaces, and systems people use every day, with the outcome in mind, it doesn't matter how many tools you buy or how many tokens [you burn] or how much budget you commit," Whelan said. "The work stays manual."==
==The findings underscore a growing challenge in enterprise AI adoption. Businesses are betting big on AI to boost productivity and cut costs, but many managers appear to be taking a more measured approach to rolling it out across their teams.==
==Managers cite security and trust as their biggest barriers to AI adoption, followed by integration complexity and implementation costs. More than half also say sensitive documents are being uploaded to public AI tools, while only 43% report having clear, actively enforced AI policies.==
==To close the gap, the findings suggest that companies need AI embedded into the software and workflows employees already use every day, with security and governance baked in from the start. Otherwise, AI risks becoming another set of tools rather than the productivity engine executives expect it to be.==
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AI adoption is as much an organizational challenge as it is a technological one. While executives focus on transforming the business to appease stakeholders, managers are responsible for making AI work day-to-day. As layoffs[ shrink middle management](https://www.businessinsider.com/ai-sales-coaching-tools-enterprise-training-2026-3) and spread teams thin, many are juggling a mounting list of responsibilities. They're not only expected to lead their teams, but also figure out how to integrate AI into existing workflows and systems. Closing that gap goes beyond creating an AI strategy. It requires building a culture where employees have the time, training, and trust to experiment with AI out of curiosity rather than purely top-down pressure.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ad666d41-bade-43e3-aa4b-b583ba5ac227/Frame_1410104612.png?t=1767841494) [Aaron Mok]
Follow image link: (https://www.thedeepview.com/author/aaron-mock)
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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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* [Meta introduces Muse Spark 1.1](https://ai.meta.com/blog/introducing-muse-spark-meta-model-api/), a low-cost multimodal reasoning model
* [SpaceXAI rolls out Grok 4.5 model](https://x.com/SpaceXAI/status/2074915721684086811) aimed at coding, agents, and cost savings
* Open-source AI tool Ollama [raised a $65 million Series B](https://techcrunch.com/2026/07/09/popular-open-source-ai-developer-tool-ollama-raises-65m-grows-to-nearly-9m-users/)
* [OpenAI published a detailed audit ](https://openai.com/index/separating-signal-from-noise-coding-evaluations/)that found task issues in SWE-Bench Pro
* [Cerebras, Flex expand partnership](https://www.prnewswire.com/news-releases/flex-and-cerebras-expand-partnership-to-scale-american-manufacturing-of-cerebras-ai-supercomputers-302821206.html) to scale CS-3 AI chip production capacity
* AI companies are spending [millions of dollars on elections](https://www.cnbc.com/2026/07/09/ai-companies-election-spending.html), report
* [Starbucks uses AI for tools ](https://www.bloomberg.com/news/articles/2026-07-09/starbucks-taps-ai-to-reduce-reliance-on-microsoft-ibm-software)to cut reliance on Microsoft and IBM software
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)
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* [Notion](https://x.com/NotionHQ/status/2075249002208227743?s=20): Introduced Ship OS "the agent-native way to ship software"
* [Claude](https://www.anthropic.com/news/reflect-with-claude): Has a new reflection dashboard to see your usage patterns
* [Muse Spark 1](https://ai.meta.com/blog/introducing-muse-spark-meta-model-api/): Meta's new multimodal reasoning model
* [Manus](https://x.com/ManusAI/status/2075236343429599432?s=20): Introduced branch, a feature that lets you split any conversation into a parallel session that inherits your full context
* [Google Photos](https://x.com/googlephotos/status/2074901324609589467?s=20): Video Remix turns clips into stylized videos, powered by Gemini Omni
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)
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* [National Hockey League (NHL)](https://www.linkedin.com/jobs/search-results/?currentJobId=4432875963&keywords=ai%20jobs&origin=JOBS_HOME_SEARCH_BUTTON): AI Engineer
* [BlackRock:](https://www.linkedin.com/jobs/search-results/?currentJobId=4418064764&eBP=CwEAAAGfR8SibDlh7qaTES68415exPxSI83hWyDcC-iqnwpVyGewCCNzLZrThYFDtZ17PR8An6LX2EW5WxigXZDVXVUPq7ZxJEwEiNuJmUHPBo7LZb-A8PevEBA4PlEuBG6pDM3dgdMlM7TCpw4HJAMCpncW8s4V2s0VHiBty_Cp_xs_2bUrghdV8-2KFb7x2LvwDh-U8M2Zf8Diaz1u_xr4j6rUpd6q6GFEY6rBmzV_ElVtyaSDagqLnvfXZmIIJVNlLZ8_f5DtpYUsXWMGT_7jIas-vKwvITJeaakpYS-cIZabbu2fWFpIJ0M_Fz19ItLU6PoHjs2Ql2ino1vEhAw_hp4wkiWopmuE9kmXqRh24JSR5fLWvtjcyCEiONo34NDBc3TYR7RkohtUyaDkD6h7QG-kOVjHNbbthaqDic_0_NraE5Q7LUxHpB60ikIpP_TiI-mlO1HfPX2-mlhGAUNiDu2asUa6zLR6PSecwZLUuOIxTKDN&refId=1BKwjj0gbIBoRdQ%2BNnmWzA%3D%3D&trackingId=KkQPOgoWVOUK5Q359k6tiQ%3D%3D&keywords=ai%20jobs&origin=JOBS_HOME_SEARCH_BUTTON) Artificial Intelligence & Machine Learning Engineer, Associate
* [Capgemini](https://www.linkedin.com/jobs/search-results/?currentJobId=4428117535&eBP=NOT_ELIGIBLE_FOR_CHARGING&refId=1BKwjj0gbIBoRdQ%2BNnmWzA%3D%3D&trackingId=98iufZ60aNRfu5YklTwpEw%3D%3D&keywords=ai%20jobs&origin=JOBS_HOME_SEARCH_BUTTON): Gen AI / Agentic AI Developer
* [Brooklyn Sports & Entertainment](https://www.linkedin.com/jobs/search-results/?currentJobId=4397334112&eBP=CwEAAAGfR8SibKL_Nre4GtaycyLdd_q7h_ur9GnSYV7svevmxVSvIbNefiJsd3stuW-U9_fOjieG_AZo_UrEwTbOmIR7FA1u_OoFeb_XY9MYRAmRS2jTyGt-sPJOVp4j9FujBqOIH4EoyLNtJDFXhxPFNNIzhqothwgrwdeLikmBzomqAW4csBHtwk0lFjQ3eYnS1FJbQv45zFwD6INyMuKYMrJ56h21ASLAWAYobKCTJr2l6R6i0ZX6FWEXMnMxNy6BckMHZF2yfoPAN-mmJDJfXWQ57eKAydHXcDUGgYdlMRbmGQaU0G7Vtx7tvrIEfJdhvOUsnzZrD_FTMJhEZ51Y2ZXm2g-O-g9OfWz9T-CF-JhLXS8sN-V_5M0rvBETHqMGHq2HltbMe29t0Flh_ZJ9HlTngKCp5YQN_Cqp5O8K5jMCZabWeZwU2g9RVvd0ET4Nz0KvmwRN9_j6Zj52UmEtqu8Q2gkxRKLsN5I6fomxvyY&refId=1BKwjj0gbIBoRdQ%2BNnmWzA%3D%3D&trackingId=AmNcJhIUPBVAOMbnJAM4ww%3D%3D&keywords=ai%20jobs&origin=JOBS_HOME_SEARCH_BUTTON): AI Engineer
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GAMES
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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/d114be52-1fa0-4ad9-b6d5-c2b76734b399/AI_or_Not_-_TDV_-_2026.07.6__4_.png?t=1783616641)
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POLL RESULTS
## ==**Would you use AI for relationship advice?**==
No (54%)
Yes (25%%)
Maybe (21%)
----------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.
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Thanks for reading today’s edition of The Deep View! We’ll see you in the next one.
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Follow image link: (https://unsplash.com/photos/french-bulldog-swimming-in-mccall-lake-yMpykIcP_BY)
Caption: Link to the original
“Sharper, but less glowy and exciting. AI tends to go to extremes of ideal.”
“The clouds look unnecessarily wavy and unnatural in the AI version. My brain can tell the difference.”
“Colors look more natural in the real image.”
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ca2a5b55-7958-4456-af0f-efaed6935c74/Fake.png?t=1783617072)
Follow image link: (https://chatgpt.com/c/6a4fd2f4-f654-83ea-bb22-e5aefe2bbee9)
Caption: Link to the AI image
“Moon doesn't have an atmosphere to scatter light.”
“Glow on the moon was too ethereal in Option A, and HDR in the clouds was too pronounced.”
“The clouds look unnecessarily wavy and unnatural in the AI version.”
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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Follow image link: (https://tdv.transistor.fm/)
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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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