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⚙️ Why AI's tokenmaxxing obsession ran out of steam
Fri, 12 Jun 2026 12:34:57 GMT
⚙️ How Anthropic is racing to contain AI's side effects
Thu, 11 Jun 2026 15:36:47 GMT
⚙️ Why Anthropic compromised to ship Mythos
Wed, 10 Jun 2026 12:35:48 GMT
⚙️ Here's where Apple's revamped Siri is ready to roll
Tue, 09 Jun 2026 12:36:31 GMT
⚙️ Self-improving agents are AI's next act
Mon, 08 Jun 2026 12:35:55 GMT
⚙️ How AI took over 40% of the top apps on iPhone
Sun, 07 Jun 2026 11:34:54 GMT
⚙️ What ChatGPT will do with new Codex superpowers
Fri, 05 Jun 2026 12:37:15 GMT
⚙️ How Apple silicon keeps quietly piling up AI wins
Thu, 04 Jun 2026 12:35:57 GMT
⚙️ Microsoft seizes AI opportunity in claws and safety
Wed, 03 Jun 2026 12:36:29 GMT
⚙️ Nvidia solves key challenge in robotics
Tue, 02 Jun 2026 12:37:26 GMT
Selected Message
From: "The Deep View" <newsletter@...
To: [email protected]
Date: Thu, 11 Jun 2026 15:36:47 GMT
Subject: ⚙️ How Anthropic is racing to contain AI's side effects
To: [email protected]
Date: Thu, 11 Jun 2026 15:36:47 GMT
Subject: ⚙️ How Anthropic is racing to contain AI's side effects
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</style></head><body class="a" style="margin:0px auto;padding:0px;word-wrap:normal;word-spacing:normal;background-color:#FFFFFF;"><div role="article" aria-roledescription="email" aria-label="email_name" lang="en" style="font-size:1rem"><div style="display:none;max-height:0px;overflow:hidden;"> Plus: How Anthropic is advancing policy proposals and economic safeguards  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> June 11, 2026 | <a data-read-online-tooltip="true" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYWf08C85oA5PWer7CP3gm_DvhilK_EZfuAVdduct7eSPLBx1mxFDo_-qXX5nmP90QH1AY1XsitWGSHYQJk7o7aaWzTVC9m7Mz9AAVCe6jjV1M73C7QkI9z0QNuGij_eQh1c34D7AWRWHWVqIFgdtY3fjhp-zgKTR9t_Dmt3r1gI13AQf4vp7xk6CYlyI6Tftd3ygSAB4BH5tbmrFEzyktoKc5Jg0BKIZ5oTEpouYRJXIk75l0iCPa6UAdzC5ssmPmOiKR6gx9bEBjkEczLb7RbaKoS-0JUM5mTar1TPp-cclL596rgQGlTDOrflm02nl_ujVHisr9SjKGSdmAxaddTjgc6UYU1UonX1vUZADrG-0LC11BLwoTzFTxf-XL7aQzlIH9jEVPskN2nF_jBV8G5expQZkTYvmk7BsdWQUTZ2c_l7Ng5JMMj_WIDAHr2kqqsjcGyKNvVR6bsb7xJ_0lwGAYq0yCKuL6QZDoiBEgF0LSFlMlvZ3QqMzECk4tuBxx2MJwI8Q9B6FKtiVPvujKzToEEZBaAre90N5bs9yI1QTOw4Ivic_swURJ0hTcMiZ-0FJ505_Satf7p17mJ2fBjUOk_KHbbflsRU9WROmDJI2STptditxD3n2sphfcXxE0F70nMGLRxma4WVNPIvwdeALd1-46mFvzWBg3MvSdUjtsl-Ww8Re4tTst2At5Wu7FwQAK7m5C2nWLHkc6VopNrzRIDMJHWUNiVmW_1-kG-fTqvxyBWwcyOPur4CMZhcK7CJq3W2VO1Spvx8EfrtBnPy/4re/rLM95BHkRgiOt_IBfxrTuA/h0/h001.7t1ijOX12WVdFzvb5iYunOlSOIVsBeNmXAR5cXx_5GY">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/4re/rLM95BHkRgiOt_IBfxrTuA/ho.gif" alt="" width="1" height="1" border="0" style="height:1px !important;width:1px !important;border-width:0 !important;margin-top:0 !important;margin-bottom:0 !important;margin-right:0 !important;margin-left:0 !important;padding-top:0 !important;padding-bottom:0 !important;padding-right:0 !important;padding-left:0 !important;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7ba950a8-10c0-483f-b3bf-0ca532287dd6/BANNER__134_.jpg?t=1781165420" 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.wZPohD0JH12EksCsbt8ZeL1YfUjHdzWyNxEREK75l5YyBS4hZnFUmrvJDne9lGDYPo8r2dZf23DKAgZAMCTp8t9YplCuDDNp5eRc9cdkzM37YWfL3nGFiwSQSO44F_DAwk_Du1VXWiWSlgJnI9kruk8pZ9RMToil24qfp050mJmh19ypARmVhnD26F442J3BWlDd5_qBaL91G-OS29Q4RKJhPqz10X6TtcS99aYNSvTxcgFEZnl0SQ5tZ2ZkYqA4mEHJh13T3SaKGGw-KQhzzW2_LkHKtGRQp77OP-UDgbj6XQhGTStkuTXPOC7Q3ZbejjBZt5DG-okFuXMNoozjTAzzspHXzrQJLco4Qq44lRr_FFUTYM4swkR5okI6kzDz/4re/rLM95BHkRgiOt_IBfxrTuA/h1/h001.dFq60prF7EnwjZslvYOAKXxc9y04cqCC5ELn9RLRKJo" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/702eca4e-bd4a-40f5-afef-fde7e7800f17/Together_W_NiCE__3_.png?t=1780948461" 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> This week, the AI industry has been confronting a problem it can no longer sidestep: what happens when powerful systems are wrong? New research from WRITER found that memory and personalization, two features often championed in AI, can actually reduce accuracy by teaching models to reinforce users' mistakes. At the same time, a German court ruled that Google can be held responsible for false claims generated by AI Overviews, raising the stakes for companies deploying AI at massive scale. And as Anthropic unveils increasingly powerful models, it's simultaneously advancing policy proposals and economic safeguards that reflect a growing tension between accelerating AI adoption and the need to manage its consequences. <i>—</i><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFhr1A_BEAEp8cdvWudcCyss9zA-ck9db_DlffwGgC6GkvgY4ddaq81wTLdw5-Rvc-LKogiay9cxE_pXnVW6unCRFHIoAQXJl7SUNdLQ3r6TiU4bQO2CYjQoj_9iky4n-jvOaqSzdaPvxm_Ip5LExtx8BijGgIGg-sso7muGU73Q6IItmtSD4SW-JYRyEZvDFj2s9JZAb-kd-Mh9lbFIDVoVC1s13mdIEH_VN8UZiM4qfF5mYlxqwP0U9X9iPDYfDU/4re/rLM95BHkRgiOt_IBfxrTuA/h2/h001.IgrnuNaSV0sdZV3N4ttt11Vgmv2r8UTXFPJomauV-PY" 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-why-google-cant-hide-behind-ai-fo" 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> Why Google can't hide behind AI for false AIO claims</h2></td></tr><tr><td id="2-how-anthropic-is-racing-to-contai" 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> How Anthropic is racing to contain AI's side effects</h2></td></tr><tr><td id="3-study-why-and-when-better-ai-back" 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> Study: Why and when better AI backfires</h2></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">LEGAL</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;">Why Google can't hide behind AI for false AIO claims</h1></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFa4B8DkD_B62At4w-tcrxxN_6DeEPENHLN9jNSdOCxDNwgMGmX2Q8YMVYlsXdveftnI5mgEAoVaD9Vh-ez1jx9PetVQERCqjwRQUFeBFwEDVYR3MmKRLsxxfYC-JWWoYNrCzJPVUr4zL3VB4wzYWYra44BYgpKCvLWM9uxrpHu7XjEbfwlv6pAvUSnwBeLcwgZBs_X3Ta_jXCkqLvJS6QZDubCK67rVnJry39kHQIBI5rW1YwDKyiM1ISMjXHytocTg6xyzcZcWM4MqFWiAJ6MXZ65d1xWp1v67B9WCHAEGQ/4re/rLM95BHkRgiOt_IBfxrTuA/h3/h001.a4tGFMDbLI8iCmFj1EaghP9hUmo9qTdingJBRWXvvzw" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/753afc4a-eb09-4b40-9124-12dd8a6b48e5/thedeepview_A_clean_minimal_desktop_browser_window_rendered_a_effc5600-99c2-4b53-aa8a-bf5bcfda8246_3.png?t=1781157736" 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%;"> Google's attempt to bring AI to a wider audience may have gotten it in trouble. </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%;"> This week, a <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduomwUD0pv_GbKNSkWLNVZovNk2MtRRAWPsJ8bVZbMyXihtAinqtx2Q9OdfNHe7L1EgF8CQSYq37mKwRKFa_zH7o6btCRQB8Y3Ia8LUGY0dPUUVF3QTRaGa9PiemlpbZbzUdDGlUdcQs9jgQJ6bMe1YG23jVtzlFNdVAz9DmBs8OKellmhfv4ZC4ls0snf3Rgf1_J4du9MQgo5RRtl4UkvIdtW6_gXPgX4Tyj7_S3HsjHVXAKTHT5HLvehmxucpaFs0xuThTtCreDSFjHcpRU91Vr-6CVg95hVTVvMqM5ZdN_a0NiI04Y5lc59N1UCe_-D87FowBcfuEGsbr7oWETpomL4Caci7TRVTvu9plYGC4ne/4re/rLM95BHkRgiOt_IBfxrTuA/h4/h001.GxYv3k0_xLLITSi4-tfX9SVztedD5SqByZVJpwMquSY" target="_blank" rel="noopener noreferrer nofollow"><span>landmark ruling by a German regional court</span></a> in Munich found the search giant directly liable for false claims made by AI-generated overviews. The court handed Google a temporary injunction barring it from spreading false claims about two Munich-based publishers by including overviews that incorrectly linked them to scams. </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%;"> According to the ruling, originally reported by <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.5sXVVvymMF6ZsL5-zBaSfOy4ffTC37yOafGc9quYhhJV9oKdV6zBn4J_XyXywSMz7hzmOdf8PXiRSdbHdOtPPjpt2dzM97JAxjw6jqIzlVBb7wLV-kRAj-Pls4obMd0XF-Scs8CmfMUjf_8a35y1YywOiJih5dqUp2fN27VC7zazWDasfDf2EIyjtt-qZIX0J1EDJ8Avxt_NJ-6FFNl8yQtk2swJqMD7jyyNj-40Tuzzi1MznTBsqFwnpVag4TMF2om6iaODZ3rf8Ep5NPNbLMzTJjjKOdnmlQCjL36lA3gJ7mFDCU_axejmWWJGkbxORTH5Yp34wmIkstA7WdqLigq6zjfqJN92HFtNVaiPN0zVakYArhDBjQoRBA8MJYYCu_WWS8mnmAFRpgiOTVc0JQ/4re/rLM95BHkRgiOt_IBfxrTuA/h5/h001.BO-pI-3-J1Az87LSJIg7E1QPk9pykugBow_fkaf8O3A" target="_blank" rel="noopener noreferrer nofollow"><span>The Decoder</span></a>, despite the publishers sending Google a cease-and-desist letter earlier this year, the company did not correct the misleading output from its models that claimed they were "known for dubious business practices and are often perceived as a scam." </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;"> Google argued that users generally understand that AI outputs aren't always correct and should take care to verify them, and that it's not liable for false statements made by its models. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Still, the court labeled Google as an infringer because, rather than just surfacing a list of links, AI Overviews generates its own content. </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%;"> Additionally, the court claims that Google's AI overviews are fundamentally different from traditional search results. Rather than simply pulling up information, AI synthesizes the information in its own words and "according to its own structure," the ruling states. </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%;"> It has made claims that are not substantiated by the original search results, which the court called "the defendant's own statements." Because Google is the sole owner of its AI models, it is responsible for what its algorithms serve up to users. </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%;"> It's not the first time we've seen the reliability of Google's AI Overviews called into question. A <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduoiQu0CJQkEKPyd2h6klAh_eKG0Twr2ILpPlluEfbgv1_y3flpjERqQxQ6f1kUV7iSlDn2tMTR_khQHvIG38QT10RG-zMCCQT2-YXZKRhlncA-EzaIm2_oODutokF0ubQOSTMfDRh4m3GKt_nQIn8AKgomjMqBf1vI2MkeuYXPWRdUjhMCiJIY1zR9gsP-Wj1U6v5Ub2VXodCEUBO6NejnMSCIWN6gBRgi4TruNWTYkV-pj4gH4V6VA89a6usPlIwz4H3nG5zgN6B9UH5tYQ2HMCl4NySKOWyFVEEsgLniiD4qDD-tZqiUvK7rcWg4LtJJ1w_mGFlwYHuKKTJgzGdeeY/4re/rLM95BHkRgiOt_IBfxrTuA/h6/h001.kU0QkNifIjaSKJj8ic5eUWlBkY_a4xhNbO-fzsY7tzQ" target="_blank" rel="noopener noreferrer nofollow"><span>study published in April</span></a> claimed that Google's AI Overviews are correct about 91% of the time, with an inaccuracy rate of about 9%, resulting in millions of incorrect queries a day. </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%;"> It is, however, one of the first times that Google has faced legal consequences for mistakes made by its models, as well as the first time a court has held an AI firm liable for the speech of its models. The ruling could have a domino effect for the world's most-used search engine. It could also affect how AI-generated speech is legally regulated. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> As AI threatens to upend the way information is surfaced and consumed on the internet, the question of accuracy looms large. Though many tech early adopters have switched from Google search to AI tools like ChatGPT and Perplexity, billions of users still primarily interact with AI through the AI Overviews they are shown by default in traditional search results. As a result, accuracy in AI Overviews is vital. The ruling also raises the broader question: Who is responsible for the speech AI generates, and should it be treated like human speech? Court cases like this one in Germany will be important for setting the parameters within which AI can operate. Google has been pushing AI Overviews on users — as it races to keep up with the rapid adoption rates of chatbots from rivals OpenAI and Anthropic — and there has been <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.5sXVVvymMF6ZsL5-zBaSfABNV3SXC2nR-1ffnN8nMOe-IM0hqcCBbYmlKR2YAmNhcgnz4blg5xxig893HU0ZUPBJRFD0uv_8UX5wJ6MDqxSaia4M699R6o0uFJj7lQB_K3ZnVABv3P7Uv2P1zYy4UQB3KOhJEwO9HXSgvoo-38DkCAMO0ejbJ4WCsQN7xncvBh8luRoIM2IhfiMcK2J6CH6GhSggH3P29BV-JsYkfmS7826ZrUmE08FmiyvTC23_-Ea0OsjoLTBfatO61FRf3eWaY2HWtMQiHs3beeXu6G3gUvTwzKLX6C6_CXXwQhdNvrlZkHylDcco90MhZxQ8isjo4-ujlJTjTqxZlGhi_TjyDhcjVsTgMvXBcyk45G65/4re/rLM95BHkRgiOt_IBfxrTuA/h7/h001.eF4oiin_qzDHwwy9215ZU9BlWzN99sNjxW1EHnKjWsw" target="_blank" rel="noopener noreferrer nofollow"><span>user backlash</span></a> against these overviews. The accuracy problem only makes this issue more acute. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFKn1NlWIaIrDFbkIp-vDFz9vl2oMteOvCy79ZvCi1mqG4kWD_t-qHhp9szpM0TR44k2gYM-0T9wF68Zf7ApaGHpUclbesMCQWC0V53n9l80y50sJSyHReoQgrvuJd2kNnCZecDi9GzXwvRSx3ADFgkSsLtFmyLmlLjVvNT0xyml3PI11gK9jnqriFVmDBe058sy3nUZsOi94O4h5X53ZUYnB4ZifiV45oQshFntFJXDd6HglUWS5W8NABnh_l5fzk/4re/rLM95BHkRgiOt_IBfxrTuA/h8/h001.WQjAQmpYluwaCa9lNO_zoJjuexNuzZ9gwDi_Y-ndXDY" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867" alt="Nat Rubio-Licht" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">TOGETHER WITH NICE</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%;">Proven AI Customer Service at Scale</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.wZPohD0JH12EksCsbt8ZeL1YfUjHdzWyNxEREK75l5YyBS4hZnFUmrvJDne9lGDYPo8r2dZf23DKAgZAMCTp8t9YplCuDDNp5eRc9cdkzM37YWfL3nGFiwSQSO44F_DAwk_Du1VXWiWSlgJnI9kruk8pZ9RMToil24qfp050mJmh19ypARmVhnD26F442J3BWlDd5_qBaL91G-OS29Q4RKJhPqz10X6TtcS99aYNSvTxcgFEZnl0SQ5tZ2ZkYqA4mEHJh13T3SaKGGw-KQhzzW2_LkHKtGRQp77OP-UDgbj6XQhGTStkuTXPOC7Q3ZbeI1ADjgEHMn3WduYSmuOonsREYRQyLkIawT5pH9Nk68UR1g3V1aTAJsU7ifI8m_yD/4re/rLM95BHkRgiOt_IBfxrTuA/h9/h001.-eifUmuqirftPK3qNhBEniR1kv4i3dP-9-9RT9qSWJA" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2ea4dc43-dbba-49c7-a7e2-62505b295310/ART__3_.jpg?t=1781034890" 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%;"> Today's fastest-growing companies aren't working harder, they're working smarter. </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%;"> NiCE AI agents help automate customer service workflows, simplify consumer solutions, and feel human while doing it. </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%;"> With billions of interactions to prove it, NiCE is redefining customer service at scale with industry-leading AI. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeL1YfUjHdzWyNxEREK75l5YyBS4hZnFUmrvJDne9lGDYPo8r2dZf23DKAgZAMCTp8t9YplCuDDNp5eRc9cdkzM37YWfL3nGFiwSQSO44F_DAwk_Du1VXWiWSlgJnI9kruk8pZ9RMToil24qfp050mJmh19ypARmVhnD26F442J3BWlDd5_qBaL91G-OS29Q4RKJhPqz10X6TtcS99aYNSvTxcgFEZnl0SQ5tZ2ZkYqA4mEHJh13T3SaKGGw-KQhzzW2_LkHKtGRQp77OP-UDgbj6XQhGTStkuTXPOC7Q3ZbepGamILHrUNg3H00pfp0Grp3_rseb-eep1rJnISyAMrR15GZx2gkhpjsvuM-Zb87m/4re/rLM95BHkRgiOt_IBfxrTuA/h10/h001.mP21sTU7qVSNDOfYnGf2p4T-OVUh56nSKnWPKLUp9kY" target="_blank" rel="noopener noreferrer nofollow"><span>See NiCE in action</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;">POLICY</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%;">How Anthropic is racing to contain AI's side effects</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFB6OkklKKhVNSWEtPUpq1k_eXL9Lo50OZmkbvxRuaB-QXE_Y5i-0nTBKyeAifOx0vpwv_Z3X79biow-p20pxPKeeqgw6wxUEKAHHa_cS1vfDnS4YwxSVyIEkv8Lm_N6cHE-hrBkGGUhvjIe0910gWmoRq4FOEBZ7rOPBkfmOChuZJf9YcuftP-1_IgRd86rwKZWaFTnXx8anRZ2KkBRDSZTUiOaoN4Y0RwTZfMx3ZHD_MVoiTeQSvVOBqT_AvI986BvDJPq9DNw5OmxKfCQI-bsasRM8v5C7XnDhjdDKfD7g/4re/rLM95BHkRgiOt_IBfxrTuA/h11/h001.dpWLAOtdNss84ALqB9uqNDGeUV_VUT-Khr6RMNA9pPQ" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/070e9cc8-9044-4d41-91b4-daa7a13504f7/thedeepview_A_polished_AI_control_room_where_engineers_hurrie_80267e18-2065-4e91-8e93-ebc45cc594d3_0.png?t=1781158033" 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%;"> In the wake of releasing its most powerful AI model to date, Anthropic is also raising the red flag on the risks its technology may pose. </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 Wednesday, the company <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeKZ879DulReCOiaFyaf_FYw3rrtT6SVoefxJc8fPKGyN5C9NSVdT0aPC5BvmSDHJG2HHcntdQRMnzL8eAawP3pJ4oR1adJ_AVVEf6XADBSw1hDZh3-yt5Y6i4G_qFI5NDv7xFk_VFxXTHp6pFfboqkWx1Z7Z23S_ozPIMCRy8d7Dvw6owQENbP3Gx5-tycrJM4KHhHk3ST8At_vpnqHCUUrjx_QnJziI6KrrdAHQYilic1GMeIOcsMmB2dOnp6GnEPILwQpQB9SRPgjoHmy8v_k/4re/rLM95BHkRgiOt_IBfxrTuA/h12/h001.gw9bqPfKtw0TyxxCy6Epg22jI7Gvejyqmrc8sJ7P_Kg" target="_blank" rel="noopener noreferrer nofollow"><span>released two policy proposals</span></a> to responsibly steer AI development and prepare for the broader impact of the tech. The proposals address a wide number of concerns, including biological and security risks, the risks of the tech losing control, and the potential economic impacts. </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%;"> Additionally, CEO Dario Amodei published an essay, titled <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.ljxaHJcuNf45qr3fbssaWqtdwmlRddmdht4ylLO-1HhgOc4cUxPDeT9VnLpomV_A6EbdwxP5Ad8D7hTP_Z6Upgose71SWgF9Uwx4-whEON9uKCkMJ2ka8OEzImwv_ozq3SePf2eEMmzNpJ_Y1g1-IXLQfEP86W_XuP8qKVo921ROsEbelR4wysUcGpAoZTf-ZUrkzH8ZXUgTdbPIvoCV5Hzs4ydIMJm_U25S7p9Gp6nKVdgbVMn-yCrBX0YBT2ph93w7GO4sLz7uzoikFkTOLMcYDqgwysxrpXTZ8dH8pgE/4re/rLM95BHkRgiOt_IBfxrTuA/h13/h001.fa1nojcVsjwPAUiRTwXFtsX7ALrJodIho7r9ACqKfCA" target="_blank" rel="noopener noreferrer nofollow"><span>"Policy on Exponential AI,"</span></a> which advocates for increased AI regulation. His essay calls for public safety testing and auditing, preempting economic disruption, protecting against autocratic misuse and accelerating the positive impacts of AI. </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 mismatch in timescale is nevertheless very painful: in the several years that it can take Congress to act, AI can go from an amusing toy to the full country of geniuses," Amodei said in the essay. </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-zBaSfHryZ4E1rlHdWcKhWceXLYAxh92tzmhreaIHO-wXhkFCGNaUCNVzzyYLd55Nes34j-OQwVd6GVU4h-jikNP-t5oTg4uIFftBHSYQHwHTdHCvZc_AUL_YMmsM-2w8Kcr4V95hbreV-LcShcHbZP4fqPRUFJ6r86SGNIZXZ-H2qku6Me-0s0p-HOLNOQbMWVhgtaBQQh_1qdfo2jzk7ldTpV-P6TvMOZWeyVFn2zAHDBJRe5xATjl0S51ToUvHoMrgMkWh6zzR3BNoOc3GX_4stEM/4re/rLM95BHkRgiOt_IBfxrTuA/h14/h001.jbiHwom4qk_zBnGRFk74nk-FdmzuyV8ndlizbFx-mnY" style="text-decoration:none !important;"><img src="https://beehiiv-images-production.s3.amazonaws.com/uploads/asset/file/486385f1-7606-4cb6-b7cc-cd8484e0c18e/twitter_screenshot_2064781775247950326_1781158091_29f617e5.jpeg?t=1781158099" 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%;"> Anthropic's two-pronged policy proposals include: </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;">The Advanced AI Framework. </span>This multi-faceted policy outlines four major areas of AI-related risk, including biological weapons, cybersecurity and loss of control, as well as how automated research and development could amplify those risks. It proposes a set of four rules that frontier AI developers must follow, calling for transparency in safety, independent evaluations, security protections of model weights and government enforcement to prevent catastrophic risks. </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;">The Economic Policy Framework. </span>This policy takes on AI's potential to fracture our economy, setting out three sets of recommendations: One for a 5% unemployment rate and one for a 10% unemployment rate, and one for unprecedented unemployment. Some of the measures include workforce training grants, wage insurance, basic-needs relief, and even new wealth-distribution methods such as a basic income or equity sharing. </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%;"> In addition, the company is committing $350 million in total for two programs to help: $150 million to a national fellowship program for early-career people to "extend the benefits of AI to communities across America," and $200 million to its Economic Futures Research Fund. </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%;"> These proposals and commitments come on the heels of the company's <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFa4B8DkD_B62At4w-tcrxx8rT8_E7fPgICpjRIQX_rWdogf37RES5FF4DAOB9TNadXJCvK4b8V-rN6Eh9kEHwlRV_k8-w3L8JnYDxvbNUx29UHxrGUo4KGuHstv6q9QLQYV7aQkrURIcYtkzmEKKl0hI9scMTQZv88A1kMr0rHeczCgCN57LQtMX2ggn_W08LLtjJtNhxrkr9Dr6ZmMF0ZmjC79acMOufH0T8VXojdHqZoMUYBj1QZ6ONxurkTOYba7gAiXz5nAq8GNfNLDKGY/4re/rLM95BHkRgiOt_IBfxrTuA/h15/h001.bNJLJlv15YN9nsln2k2Qhv-0OsmuId7SrUYXtGpNzJA" target="_blank" rel="noopener noreferrer nofollow"><span>release of Claude Fable 5 and Mythos 5</span></a>, its most powerful models to date, as well as <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeKZ879DulReCOiaFyaf_FYx0Et64RAqSa_QLKpe64aRe-p5onAcHm7CtUwOzgZGC9XX3ZZEfXI2j2HA2unI9tg6mn3jX_c9YuSOGmLWIF-6iQz2MUdoFdz_FIvuLdXdpUc1wti5TnqiSWFiUxdfbxAwMSGihCDGteIJBuGulaaPcqAKUhH35-qKA-h01htEsJ2pm27E46307OROGYqX4IKGL5hAs2Nvh5oKbwEVEmcc7DiwN04tvvDdNlV5NAf_tVg/4re/rLM95BHkRgiOt_IBfxrTuA/h16/h001.YN3ZQnnpvFNyfnG4yGDSeDAPlMdwDID75ovnd6eNlHA" target="_blank" rel="noopener noreferrer nofollow"><span>raising $65 billion at a $965 billion valuation</span></a> and preparing for an eye-popping IPO. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> As it moves to become a public company, Anthropic will have one priority that rises above the rest: Get users to adopt its AI so that it can earn money and grow. And while it's trying its best to corral the havoc its models could cause, the fact that it is a for-profit company about to go public in an IPO poised to be historic in size means its priorities will be financial, first and foremost. Though this fact doesn't invalidate Anthropic's arguments, its policy proposals, or its financial commitments, it does mean that these efforts aren't purely altruistic. They're also public relations and damage control. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFKn1NlWIaIrDFbkIp-vDFz9vl2oMteOvCy79ZvCi1mqG4kWD_t-qHhp9szpM0TR44k2gYM-0T9wF68Zf7ApaGHpUclbesMCQWC0V53n9l80y50sJSyHReoQgrvuJd2kNnCZecDi9GzXwvRSx3ADFgkSsLtFmyLmlLjVvNT0xyml-S92vu-q-Rr700dL3hGEtZo8PClCnB3KAGr5Tyuc2D73R5nX-tpM4ONYpu9Xg1q5f_u_m6z8AslSCPVYznBHUQ/4re/rLM95BHkRgiOt_IBfxrTuA/h17/h001.4ydLZIrY82ra1i27A4yRGtw3GaZzIvffR8UU9cugRRI" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867" alt="Nat Rubio-Licht" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">TOGETHER WITH CODER</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;">The Next Big Test Facing AI Coding Agents</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.bRyAZqbpnjflConTFuZ6leVklt5MafhkgO4oG7Te-GmthdV7JXHvyzKGbLfyv8OzKIk-REDvmdcJZ82f7RNaSGLNEa7-0u2qKCQU2OIytmwmXzuYSyX5Xa5XHsPGxZvJZ-nL4QmtFoXGs8JQFoVc0EtSW6SP3uyX1dM-2fG7peRL_qjIQ5TPicWhDOzBrX61KTxe5ytNHbLY2g_MG-zUZCSW0U3qj7Aj8WIFx-uFLIQL_WZzCAWc5073Wn66NcmZGwDAxcJXjay964yUR0GWyVYZW-2__n64CE4T6a52QTYaCTNpC4Z5h9SQ4WUJDhEBqdv2sj_dYkMgPwCrMZUxDNgFB9oV17koS_5RBtYPZaQ/4re/rLM95BHkRgiOt_IBfxrTuA/h18/h001.E-k6jTFpFh_eSF3EGmOgBadYgVjxJ_9xFGAdL4Y7vXA" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/eb1ef824-8236-4e00-a84e-9151631771f1/The_Deep_View_Weave_Intelligence.png?t=1781120388" 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%;"> By now, we all know the standard watch-outs when it comes to AI agents. Reliability, security, privacy, and the like are all real concerns for any company… but for those of us working in regulated industries (think financial services or government), these “watch outs” can quickly become <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.bRyAZqbpnjflConTFuZ6leVklt5MafhkgO4oG7Te-GmthdV7JXHvyzKGbLfyv8OzKIk-REDvmdcJZ82f7RNaSGLNEa7-0u2qKCQU2OIytmwmXzuYSyX5Xa5XHsPGxZvJZ-nL4QmtFoXGs8JQFoVc0EtSW6SP3uyX1dM-2fG7peRL_qjIQ5TPicWhDOzBrX61KTxe5ytNHbLY2g_MG-zUZCSW0U3qj7Aj8WIFx-uFLIQL_WZzCAWc5073Wn66NcmZGwDAxcJXjay964yUR0GWyVYZW-2__n64CE4T6a52QTb_UiGjEYEwR8MxoH9Xss4YHd3PN_UA2XV7xMd17eChLfRdPScdL4xqu7V5xzuLOY8/4re/rLM95BHkRgiOt_IBfxrTuA/h19/h001.mooUTw4SFBuxzeBVaoUASFPs2zwxJXhf51-fTd9srYQ" target="_blank" rel="noopener noreferrer nofollow"><span>massive issues</span></a> – and that’s no good. </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%;"> Coder recognizes the scale of this problem, which is why they commissioned <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.bRyAZqbpnjflConTFuZ6leVklt5MafhkgO4oG7Te-GmthdV7JXHvyzKGbLfyv8OzKIk-REDvmdcJZ82f7RNaSGLNEa7-0u2qKCQU2OIytmwmXzuYSyX5Xa5XHsPGxZvJZ-nL4QmtFoXGs8JQFoVc0EtSW6SP3uyX1dM-2fG7peRL_qjIQ5TPicWhDOzBrX61KTxe5ytNHbLY2g_MG-zUZCSW0U3qj7Aj8WIFx-uFLIQL_WZzCAWc5073Wn66NcmZGwDAxcJXjay964yUR0GWyVYZW-2__n64CE4T6a52QTZGMHiim4trA1Z1Vk5GjKUJ5OliZY35RNPSt8SHREri4asZM4akIt8xliR7wAgI4-A/4re/rLM95BHkRgiOt_IBfxrTuA/h20/h001.AtBUwsTYmzdpTGk6jIFpheYPDH7MIMAHr-0v_kwii-Q" target="_blank" rel="noopener noreferrer nofollow"><span>this new report from Weave Intelligence</span></a> to help us address it. Inside, you’ll find a complete breakdown of the requirements for AI coding agents in regulated industries, a practical framework for deploying these agents at scale while still maintaining security and compliance, and how to do it all while avoiding those dreaded operational bottlenecks. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.bRyAZqbpnjflConTFuZ6leVklt5MafhkgO4oG7Te-GmthdV7JXHvyzKGbLfyv8OzKIk-REDvmdcJZ82f7RNaSGLNEa7-0u2qKCQU2OIytmwmXzuYSyX5Xa5XHsPGxZvJZ-nL4QmtFoXGs8JQFoVc0EtSW6SP3uyX1dM-2fG7peRL_qjIQ5TPicWhDOzBrX61KTxe5ytNHbLY2g_MG-zUZCSW0U3qj7Aj8WIFx-uFLIQL_WZzCAWc5073Wn66NcmZGwDAxcJXjay964yUR0GWyVYZW-2__n64CE4T6a52QTbiF4RP0-ciQveKXVeGru23FG0s1IbprveBtDg0Ecm77b9qjyPHjNy8cNZAaG2sntc/4re/rLM95BHkRgiOt_IBfxrTuA/h21/h001.Antk9dwY6gwJtd_VCwKRbDNtmCAv4TD6Wz8W6tM0dqM" target="_blank" rel="noopener noreferrer nofollow"><span>Download the whole report for free right here.</span></a> Thanks, Coder! </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%;">Study: Why and when better AI backfires</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQHIaeDP2jmR_FsJFYQIrE_GOuC7T-7FjYiT-FbiEe2z_DoBewEw-pAFEXLkX4PfWwgTeL2JjnHi3ZMStqbcPy6cxgVEyREf_uyMOjr7MMBfgrNKBxtAR8FZ1jj6jZSID92t0LjHyIla6hBqBWjBHK5JsJ8RYgZ7unOIKx-qvsJG_4R4T3e9mrsDx6_zuOyZeLZky2BfklNx2KMZITQ9k3EUL-9rNVX6BCHH6v5op6Cb0jYXl8OeJgVNvbA5dieAS_S8YXjdlAnSJ5qebFHyZvQjS0sjglbNYEiPXbxO9StCGQ/4re/rLM95BHkRgiOt_IBfxrTuA/h22/h001.rB8ag-mh04SkbmUYK1USQyPp8Iws3CHpGLzoeWs7Glw" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9820e8a8-6da9-4d00-9dc2-167143461de5/thedeepview_A_person_sitting_alone_at_a_modern_desk_late_at_n_375350b1-c40b-4887-b5f4-20a6efe3d95a_3.png?t=1781158256" 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%;"> It's well known that AI models can lean towards being a little too complementary. However, new research suggests that various factors can turn sycophancy into inaccuracy. </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%;"> Research from AI agent platform WRITER finds that personalization and memory features, paired with models falling into sycophancy, can lead a model to learn from your mistakes. In other words, when an agent is given access to user preferences, prior interactions and memory from past sessions, its accuracy can actually decline. </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%;"> "Memory is not an unmitigated good, because it specifically interacts poorly or can interact poorly with this type of sycophancy," Dan Bikel, head of AI at WRITER, told The Deep View. </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 company's researchers studied this effect in two different papers: </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;"> One paper found that several <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.WHId9TPFGnUe-Jr4g0PigwgN88g1EXlrKXO1lbEIsCF17tm9sNv-8mDv21miu9WfdKA_t0aGtUW61QZ6_zcpNX4dWVdYSypV-dX6UrgtP2KG5E5lmpS_5Ubq4-G2pbXmEro2TfbeR8eGkjZnLfuKlbr-7hP_XGwWcak4ceS_i1zBju5I1Zwvw-xZ12zTcqaY6UmktjYmOWCocwulblxkDnJ7DwUcj5Qs2yN6S7JyS0qphNhIgz0zYYN2wqGYHzkklV2QRzzgG7lfQA8JvXYCBw/4re/rLM95BHkRgiOt_IBfxrTuA/h23/h001.bIY8zXJMaY2b_IC-9m9GWAGBfvJg0N6Hv9nlhg6oMYs" target="_blank" rel="noopener noreferrer nofollow"><span>open-source, commonly used</span></a> memory and personalization systems in AI can worsen sycophancy across scientific, medical and moral reasoning, developing a benchmark called Memory Influence on Sycophancy Tests, or MIST. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> The other specifically focused on how this <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduop28nOoVjEr7fpYc1iw4QBWuGaYue76wwUHFfpQKzXIbmm4YO7cWJAt32aEYi7fg1UO5ZrSbvwC2f3vfYw6_xkRZivwif6mL8Q31PgdkFNl7-cfto2ZGbp88CN62C56d4fJiQCx4911SbDDYhjVUD7IKhoSDaSMXXrYKovncJ4nXyGjrVY8bHGj7sphV1o6KkMobKuMyLBtaPTtKj76pM48YszNf82HOQBYKPppy_SI69IYgHV_1psTCObXHVCGoew/4re/rLM95BHkRgiOt_IBfxrTuA/h24/h001.kRyGsUwn95iNRClZWQEU7FTri2Q_zv9w5MnvVF3F7go" target="_blank" rel="noopener noreferrer nofollow"><span>manifests in agentic financial settings</span></a>, evaluating eight frontier models on two common financial benchmarks, and discovered a drop in accuracy anywhere between 17% and 71% when memory systems are turned on compared to when they're not. </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%;"> Bikel noted that sycophancy can look different depending on the context. For instance, when interacting with a chatbot for entertainment purposes, it might be easier to spot when an AI system is veering into people-pleasing. </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%;"> However, in an enterprise setting, especially in finance and healthcare, where accuracy can't be sacrificed, this sycophancy-induced inaccuracy may lie beneath the surface, simply feeding you incorrect query results. And when the model begins to prioritize a user's context as implicitly truthful, the results can be consequential. </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%;"> "This phenomenon, when it comes to more business-oriented use cases, information-oriented use cases, or workflow use cases, was understudied or unstudied in these types of scenarios," said Bikel. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> When we think about accuracy in AI, our minds often focus on hallucination, rather than sycophancy. Additionally, memory and personalization features have been sold to users as making these models <i>more</i> useful and accurate by giving them more context to work with. This research, however, highlights what happens when a part of an AI system — its memory and personalization features — work as intended. The result: even when given the full context of a user and a business, these systems can still go awry. That could make it difficult for enterprises to trust and deploy these models, especially in contexts where accuracy is critical. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFKn1NlWIaIrDFbkIp-vDFz9vl2oMteOvCy79ZvCi1mqG4kWD_t-qHhp9szpM0TR44k2gYM-0T9wF68Zf7ApaGHpUclbesMCQWC0V53n9l80y50sJSyHReoQgrvuJd2kNnCZecDi9GzXwvRSx3ADFgkSsLtFmyLmlLjVvNT0xyml67kHpA7_Ju57YVYrihV95t_r7hzFBy7lPbNiOJmY7xS2yZrwzg3OWptgXRnVasgixUuZU10Ay0QxiYuPEc5wpw/4re/rLM95BHkRgiOt_IBfxrTuA/h25/h001.wdkGFX27LS0rK8bZBNSEqm_VobmqUpXLumWJjmVhsjY" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867" alt="Nat Rubio-Licht" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">LINKS</span></p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1c8854ee-478f-4500-a7a9-d5280dd7fe8e/In_Other_News.png?t=1768575169" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Meta, Reliance partner on <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduoouumFk6xehTztewPllXIhgGjvS7QK6gj-vy4JuiUZIwkPpsEOSieYo2ukjpZwaVhft_O851XqdJZFRuyN_IuJjLJ6AWDfAr4y8Gr7xx0ICKzBwUuhmroYkvppW-i6mbvcwrEFwVwgGwBkHyPEG_sXqVKsamK_kr3c1RPSxp_5cA3lQE7Z1Vd8A-dl3Yk9eCfTR5IJnBnMF5PWs54XBZ8nmWUwGn3Ki_a7CvrZ2AQVvStff4Ku0s98qNFo_G42IHnN8QFHeOoznqkvxd1VMpMljsqmHfaZ2QFoUWnISQ6RmgErWuC-YfEJ9-Nur16dH_4bh3qZ4tvVvJ0cLteGK5kFA/4re/rLM95BHkRgiOt_IBfxrTuA/h26/h001.ZZR0QQ-JuADqpfgh0qOMUAfzthMmgBgLXZDtFFL4jzQ" target="_blank" rel="noopener noreferrer nofollow"><span>1 gigawatt, renewable energy data center</span></a> in India </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Microsoft <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeMD43dek_BQ0n1EigGCY7ci2QIkKJ0WXacvbnPzHACLVzzy7EEoX21q6eroSGN6cHNfdlIujHuuYjv-TPHA8St8VMLOgYcTn-4vllJ7NuIZf4w1atGfHwgrdnrusuJ3fWevZDr7Ijr2JwUTz5KIE--ZbUaJ8H_7y9Q5D78NiOyZhyS0L7aPR3Q8qVJozzHbSyjGgz-JcrXVRRZvoCOZFDWGYzxJXs0yQ6AiIeEyCesypF_A_YfYsmjzqMLmQZ5SiZYHVVOlabOiCBoiwjV6riWc5Id5Ac_o3nSDX0LxGs3vMHnd3edVU8owET70qXVo0QBCtnY52J8XCvTeavD3OEzzzIOxH7eaTtp7lF_vOz6MSrNowmYaARVxz4wmASmSsJ7mh4k7CZ58HKZMyhigNX5nYtM8taVB5YmFFOaXC0wc0VHiVzrxl9vrViBknr8P6Sx5Pi1xYH8RNpiQ4YSMLiLSkYImqrI14AADBXndyQVztjZ35TnhP_bFvpsNCdxb1IEWo1I6w8bgYWT1AJRodRY8/4re/rLM95BHkRgiOt_IBfxrTuA/h27/h001.P_b_iUMNJzMKkH0wWyLtXC3jluX1hm2O5xEjsKd_Akc" target="_blank" rel="noopener noreferrer nofollow"><span>cuts access to Anthropic's Fable 5</span></a> due to data retention </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Over half of Americans think <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeMyyEg56KOMIB6kDHWQ3IF1cWaDPDUTXxLTWUkkgiBqlv78LfpBZxAYDZy6ble-j5kQGuCfyT_c7UVMcE03okKOtT_M7OqSfdyeRA2tu24QPiyzibwjLfJlcGekWiHTP0oZns3WJJYAvgPri-xmRLNj-Dm-sQqNTPGTWg-jnZ64ibQ9TyU501Khi1Tu3-1bnROqudPpDusVBdHQUYyS1pgerGi8POL1cGuwwvUZC5FO3Lg0KaZFdHMGQd1gWuzN_OCwZohsNxx6EY1m1WRmtWAHo0A5pT4LKPEcTOwxDkQV_8hon6isZlfV4nvVu3UqhDXLR02JAOU-xnYHOAmOpH-RlJs5o0_tmuq7LX6ym8pje48QZB239NQhBsGu5Gu9JTQ/4re/rLM95BHkRgiOt_IBfxrTuA/h28/h001.Aq4FYbLsEgXABgIw7ghXIHdh2yvvYYFIKWVvo4rue_s" target="_blank" rel="noopener noreferrer nofollow"><span>AI could take the job of someone in household</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;"> Warner Music Group <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeF1vXRkhUE99g9RGw3nNJ_bIRJ-GhFvpcjioCTKwHclfmzBc9sTRJFqlcob38TP77vrMw2wgsSJItYyomMzfIY62TOQF-C5ZO-jSP9WPtx_KqBCpC00tzfAwNDgyMWpralBswzV0QqBL9DHorSqSkNMqS4uvVVNcsQPXGcugfNmmvweKCn9lZoEW33P3aL5f6yH2oczFnS9pebf1V4p3lEpu7Kff-kcBkAt7J2WKxi0iCnuwYVtdO7qfpqfqqSDmFR1m3IxpqUhssBBYHkYF-J89Q76cs5hke0qBhkTR_dP4/4re/rLM95BHkRgiOt_IBfxrTuA/h29/h001.y9TqsGDj4DEQjdqakcXvK7qLDPlcrbPBuLxx0aFCfSU" target="_blank" rel="noopener noreferrer nofollow"><span>acquires AI music attribution tool Sureel</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;"> CISA cuts <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeNf6dmTLkAfNj_xEhzcW9Ora3YpkQTKnx5U5Cb2BAs7xo56uE2wp2L9Q4ivfwgseM7n5luvk2jsXm2WjKX39wS3PTgL5Ax9Al9a-_PyaC9rT31aTfMgY-5e7xwJph715QlOJnt_kmU32186KLJhTcUp0i5BTv1Nd34LbB51CfmYmhxIOSXBsmFbk8fBIBC2vywRQtumhVD5s7-RxM-qqUZfrXdnC6-puIQz7VGPvPO9qyYF_gPRUEJCpQl65hiIAzj94cFpCqSi9a3xR1_0NvtyOehA2t9Q4ZghInybAZz5nNuZA-L7p5qMjTxeQJkJOxuB9_8XvlWY7XfKX7_TPBqg/4re/rLM95BHkRgiOt_IBfxrTuA/h30/h001.20HPefJe7IOe7FbVM-Iuivq_ir0782YYNx-BsQ2iRBQ" target="_blank" rel="noopener noreferrer nofollow"><span>deadline for agencies to fix critical vulnerabilities</span></a> amid AI use </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> OpenAI in advance talks to <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeNQV17bivccHNL4Xm_RyIen18rHD_phERwdT4lkzXpd0Em7b7LvmjEpA20AqC3NRzjiVqISlsZbiwaHqBIpdBNXvBEUaWdfrAdULL66sblUyOUB6VKQntQmaI-rXQOVIGKwNOcsbGqDkr3XHWzWGWa51wgBA5AttMcDn0eujxIRm-OuzvwvQLqsSCzYCSVm-y43f8BxaLBFTit2D6ywovIxLR1e3ICKT_VF8MS9ymJg7j9_QgXIaXB20ebYbqJ3yQOOY2azhQn_pD24sjtUL88nh1uIJs6U95suFxtSno_uzTPiKI3mxzDXdGUShwB4mLOHuQoakF0PLaYSW51kblro/4re/rLM95BHkRgiOt_IBfxrTuA/h31/h001.qNU6mCjufdMe-h-6Emit2HS6edbNwgfukqlVSk8ruLs" target="_blank" rel="noopener noreferrer nofollow"><span>lease 10 gigawatt Ohio data center</span></a></p></li></ul></div></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/59d274bf-9e99-4acf-a6c7-ff9cdbb0233e/image.png?t=1752986916" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeMUk2Kzve8e9LP5fsTXN7zTH1CvfRD3P4ppoY1qKfEGCQxxAa3FiJcgSEbcVGsjcBK2wuyuud0Y9S0nsTpVXI8dxsPY5t5FLJh2cE9nPbueOzn0eNiWWu2iGvsslnv2doUxfuIFPIJrpFVcQDv11TEKd-n3cK8lQo7eKQmt4svvSXULavynf2P50OjUkoP4pROhbW-kO_l0S-IYice7L53U-qnOD1MbtYw98qaniXRDdag6PmF5SIIv9MD_CdY196kI7fTcXFWFcPjb7eSePWBgb3yJNczgLsjLwvTWTAhMOfXoqEM_kxAUPOKhTMA7PNuLtVacqMd_F4eMA7gtffOjuu2V_n-RghTEzH5gBH-lGGA8QnPQZvLhMzF7bvRhA8De_PDxghPwiq5C-WcLJi7Y/4re/rLM95BHkRgiOt_IBfxrTuA/h32/h001.RYlitE9qf0LLNYUZUi1l2R_DmT5h23VDgMWwY2Gfl94" target="_blank" rel="noopener noreferrer nofollow"><span>Ramp Applied AI Solutions</span></a>: The fintech firm is offering agentic tools for complex financial workflows. </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.Un_gMyUnz9Ke_mQuauvCavVuDeHrYgXca0OEhOIlELwhieU2neEODySANfUtU5C9MIkZzgig4oy8cTVHLx6Y2G1JSM8rjCEEqD7ccM4h8WmWV7uam2qIl_AJO_LBPGPD27RWxcYuvN7sQpqc1L_W-mwgdJWWbVkLY-MkPsuMfb8Ose7nug83S2pKmEOa6zg-XIJbU80DcOsZpPvUA-3c1xb4l8gexxFtLScSvP_1WrjSA-mtaKx0SKz2A2ILVCPId_Dg2kYp09_KKOdS1SbrxwXtwhFN-YMbIFQc6u5i-q6-Cte1TTRIGQFrVG-FsPbfwQTgoWsdYEECAaxqecFLjZAO8ShzX19RMHYfvIc9Xwg/4re/rLM95BHkRgiOt_IBfxrTuA/h33/h001.hywwRctufyJHpmp_nuvxy09qDxuYpEr4_IwUSk7w7JQ" target="_blank" rel="noopener noreferrer nofollow"><span>DiffusionGemma</span></a>: A 26 billion-parameter open model by Google with four-times faster text generation. </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/u001.7zYFXt5AA3Px2NyJbPz6hPhxAzNXh6whVtCgDVW39xCLqMrQYU5-reAyXZM9te5M5DgP8FKFrLJQIyhOmlZsNWMjqIOQntP-TOnkbZeHIsmLA_fQrBtA3hKdY0UaUzBahOIpIK_Ryn7-Notjvxt7FgpHuwAVoNR3eST8hh_1dfub3nCBGUNdeTBlJZziuBI34JVZQ1Bx05DoSgn_9BsB0aRoe30jA0Nlq97IFvDHOAb1xdFVdTeYI-Y5C1zRiJ0lQ_aJMO0Kv28TwZrvYknTU7ulgkEptn9JAEzL5I_I3FI/4re/rLM95BHkRgiOt_IBfxrTuA/h34/h001.7WkKngS77yxacMaV4SZJlbBRATm4DW1Av9Ss6gjf86Q" target="_blank" rel="noopener noreferrer nofollow"><span>Perplexity Computer</span></a>: Claude Fable 5 is available as an orchestrator model for Perplexity Pro and Max subscribers. </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.wZPohD0JH12EksCsbt8ZePdWf3qzW8-Qo_PnrzIKQNj6q8_cRWI68rRv3spFcj4kLI3BjrktJnK5kFZlHsB-H_TAH_9i28n_pOWfz231R4KDJxyJIqn_iAyBXXbz-9xsMmL3zruhxmMq6hJSj-CltgiBsqxlnylyzjQlfm09s_1BLAvZUWPtM5Hhsx2ObleaNTajoagS0fKMdHrNp-DYK7XpBwO6W5EBnyOudYSIWLTdhHrYcLCEnRETyLkP4ZmK/4re/rLM95BHkRgiOt_IBfxrTuA/h35/h001.BatXcyJfw9SCk3cjbVzJ1ZqI2TLXnW5PL2AFiV8uZnk" target="_blank" rel="noopener noreferrer nofollow"><span>Backplanes Spotlight:</span></a> This tool reads your Claude Code and Codex sessions and offers session reports to improve your code. </p></li></ul></div></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/25296119-9f00-4620-9931-2d98d0068485/image.png?t=1752986966" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeL790OLpBPJTXJU7GedVKmbaIJECscufnNz8ht0U0HYZ1n0sVfXd-KI8kV8r_iW7TJXhOEtlUj7xefwsBNf73ZGB4cGISf4pGYwZTHitGD6akqJrcN1ibwdJs389pubPQZ7kl1oOkwLcvLXWU_eDbAO1XgHQDZuMtSpQ9f76uKjBA8LzbtUL19rD9dm3pkGVrzBvEW1JU8BpLVDbqzFvqkSfVo3YACd8yKG3h0diplZLVO3KfG50iGi6uBFLhUOEuwu2hMQqn5BC6tT1YNhFojhThocDXgCZ_nk99Ij9ufTcX3ixX0aaOPdO1Kak9PutOyszB2g4t7MJIpaHZKmIMbrq6HIb4TR_6XevIJm_G5_SemLVMdIReb7ISw3PooVBwJKeyQ-GBK9ZfBr4pp18k7Pa5ijMLHMV3utQ6VMo7xHujRrLiflnBGrOLPvXz1WiaaVcCBAN-uORy1T7NDnSDeax5Fnmu60zK-O-clRPJRQIRpgYifhsUde2fYM2Yxmcv0S6a-n7n2yqS128rQT-06Q8Y6KQ3Tk-aDvbejTlBnoUyptQbB01_gRJxTjQsV8jcIP_AvtNdPc_ZefpoAXgCdzjem2Mm5FHs9rtGK2GAzBkLfzQjIfsarkQB0J05nBWpg9mF-LpudcMZaJk1qRY3CiJbC_mtVqhjK5pq4QgKb88lqRBAHlK0MwWBrFJvrhZPAyP1gNw3kbpjxGjTkfRiq7DVtFLvVSkT9IliBUapCEWGfvoxKxOZfp3Jmr5N7UVVDaAYePi6LNOnEnzxKHbpYvf0Er69LZsg0wZB4B_j8mblcVTbv2-51JzQzl1V4RYn3en4oVB7C3GiLnz2Z48izep7rthQYBWsUA3xTeGB5zwAKWj0SWGnHFPQvASXgXl2eMyvo9xOy9DpbcmR9Iyquu97BGPE6M0S0UpEQrqlM8sX4ex5JFvXHGp14uUN2eEplCRLfsXCBjiYUn8tNQw1LkI2czgK3uXA2bL0cBmYdljN5bgaydCrqs8V3zJ36Q_mqoHqDAtfbXv87Bhhs80ki7UGEcJOHmNhiQOqGEZoUm-Bh0MsHG0cawHtYuhwfvA-a3-xnt47Ygux-Lf08q6byozXVUUkSsLdpkIHFeM1NT8/4re/rLM95BHkRgiOt_IBfxrTuA/h36/h001.qEklxAoAxoIucKRZJvpoIup8WJ9y8dbOwWbOk52bmAY" target="_blank" rel="noopener noreferrer nofollow"><span>Ant Group</span></a>: Research Staff, Embodied AI </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.sXXnxCzQc4R7kmkfT58w-0tSpIUFbSIVn9kjR3WszaquNLabtk2Xtdewl-wgzdnP66nrHhtgRkoSY4W8ZouIHJx3gtN23uL7Qcijeu6XgUt_LqgXghtxeFgyFMGD05AvxnyfVkFxHAyFMUEVAjjtizsxOTM7mhYchSRdKUZ2IJ4aaq6GAWhkMeq9hvpY0SKp6yTpskufP2IoJDkfgeriJWuHr2s2BbPHf6jx39mGX1ktnORGBkbxuWwkxRNHfQdxUpEFJlrHxgeOkJO8N9NOhU87ssu3OwZGhnrlf11Nesp0DWQoWGgMcscURZQHKWoK4hR-mpFyNnPf81fdJ-NmMg/4re/rLM95BHkRgiOt_IBfxrTuA/h37/h001.irTJaYWnvgAdQCB66eKdcVZuPwTBvMN9FH0prLhlmfU" target="_blank" rel="noopener noreferrer nofollow"><span>OpenAI</span></a>: Researcher, Artifacts - Agent Post-Training </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.sXXnxCzQc4R7kmkfT58w-0tSpIUFbSIVn9kjR3Wszar04VcT5ffF_X3DyNAJZj2P6VXprGHVMqSXF9fFEL00vW3OGucX7V4NoDmFSv1JA7iSVK_-cR5C0d0aMZX4Hyku-a5YgkdLBN3npHl3s1T3ffCfK2T3RPBRnEd10Ny1ld_azpjork0ZHFfy8M7Q1qIuh9pOMAAFtFOQ7CMifS6CHVwL0GqFw8M0r9ldPYtKmt_RHpi3kNdtqLGzB8YTnSX3-e9I2-KZTh_wPWfsg6ymSl5DtkQHIBBF-DJdrG1UhsdC73rxceBoumTgWXAWvqfO/4re/rLM95BHkRgiOt_IBfxrTuA/h38/h001.oTrbYttCsWyTVXGSoI01mCwYuXyne8LsZtkl4cNB8DM" target="_blank" rel="noopener noreferrer nofollow"><span>Cartesia</span></a>: Researcher, Models </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.wZPohD0JH12EksCsbt8ZeIow1fuYnE5k82-amNbMo9W2u4Clr2nxIJ7fDgLtxLcTEehgvrQYcUrTkKfjkU5upKP5bAIYh_yBukWw-ywBDMW4TSoOsBTAHMQbGb6SivnZDlCc_f4Symu3e0yO6tFCa-yjdJ2xsZkJPHbFNOm6DCV9qcSG3nZHy5envuNBf_ujhlXICxLWaI7_7W-ui70ic71cUWSftFqMQR0-GDZoAu8VnWDOe8cAsN8Uj4MVWT385b68BNExemgcCu5auoVMAAFdYGQoayk53DK3oCSGtASMu-ep3dXz1lhfUFVkXeyM/4re/rLM95BHkRgiOt_IBfxrTuA/h39/h001.7tSriYccSUrhgWODRHighp0bliPrown098Kld25Q8p8" target="_blank" rel="noopener noreferrer nofollow"><span>Meta</span></a>: AI Research Scientist — Agentic AI for Materials Discovery </p></li></ul></div></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">GAMES</span></p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d120b54c-d56c-4fbc-bdbf-41e83cbbc770/image.png?t=1752987116" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/09d269e7-1ed5-4b55-a666-1478cfe2119a/AI_or_Not_-_TDV_-_2026.06.11.png?t=1781123978" 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-GuAtwimuq08hFrPBRr2glrKHHTefGzx5QenHsfEqZYXhnMdBNgNIiMEK1G_8zkDaW4SMg5XeTeHF3etxvb27sYLJSehQfRqbBp6FSVj8a1uCKS8W-XOxc9rRkuT_yjD1zjv5uMDFr7rETeGdeqv58g_B_7Ka1KJfjtrXkbLYcQzj3IFsyvrLJMqEZL-U2g9gReoM6alBialMbFl6CClvhBvjTA5yDqiE8ljhagXXUKUWIPs2pDD78ll2LA2SNE9SoxjbZ0s-FOmNKhDjZaNDrMVovPIhlkbD0akF-gBM3eCq189hg4rUF30lEbrOh7S23wgQIF0i9Zy7h_tcv46DuPT7cMBBxGJUqMqNjFPEQBy6hKeJdOP6vSDEFunVey4VAh3mFxQY8Pz5UiFkiaWJmWJp67486pllURnj6fMuT12-bnmJqCyverY6V0htrTR8HWXmUbVli-yTy17aahZh0WBbn3u24he27C2zPTUSgr86UXc9kvv3_iYJsb4NC-6SRCc7YnnQYckHyPKnaeb4oLU7j_UNDC82UaeXeQZftYJ5g7izzrSf9TYn_ijPX7plnbyXgMDoFqF49Uw2zdAOmyJjFOvlHdD4iv4r143fINfBFyUvV5k8IFJjB_IeZzgaYWVDwXLFsZPvUBrPoCiYYMNs5iKKGT20CaUjGnHb_fhX6tFqHav5Ocm5_05UZ2AtkGojheJljFA-WisE2qTCY3DuuK7NoNzdb6wrwY4JtUJ16sDQwGCs86isPkQpGPy-kMDTM9nie1owNCwbnkxtyuuUnmaVuzY9LKwr4S2s_zrPMpt5qrfHu8zHVTzKDNKEGV1X0KoL9_qpc0BKhUmGDCbNlzqyQ-VD5ttPpyfkZwuD6cwd2njsR3MsyjKuP6h_bUbTbCFOL1R_5veeNMfCrfF4YD4_D_aM/4re/rLM95BHkRgiOt_IBfxrTuA/h40/h001.Ed72eMEPnjh0m8kaueGe5cl6rAjiUPjiV0GvjCdbD14">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_8lf7SI4pHFATLZrgZG39okVdcGP4w6TMPqJvx7PzifQh5JqWO7pftBEzc26uB8PK5dgfd81r5_iVlOHxMJHNjCBASSzz9yefEMSNU9UCEntBMd4yiC08uXH1aR4DFSruVGbo8HQtkekvvODQFsZ0r3loxd8W6aowgDE8PDdWULdHcxe0KeiBnn-q_XACPejJlhMtTf0GPjd91Ss_EH9dIzJJG-HuDbqiKaTRxyew7ASUSNxVVLUWf67DPc8rGZDT9LnD5V5BM-Jb6x80UwNFESQdwSvfiDZymGon3OPa0BuezXV8wpK4iyx9nq7vs0_ja9mUx8F6EB0yC4_b3lmNFwOP3ZFhLY8nAbEDtG-l8aeN54JPdfChe_cVKk6qj4JcBO8b52olNgZWNzo7Ek2pDRI9CDI9Mg_q7Y60U4fi9SGbfEhSgdMiCs7ejSHoG-brh8taGWMRCKPQukSxtCCJkSv3aoQRcZiON7xFWnNSUF3mUIJ_5EwGYTECAY8KtOx2JgTkZFTD9xNmOnQUYhRaAQ6Z3lH_nJEWrc4uO7mIn2yS9TsoF_Wr_cOh12xwK6h2uGaAJtchiQOwA8XQdbC-hHXQjfPi8Uaygk-pbiHORzHFWnq8e8qS_Cwu-d5t-N7JCDe8Ky2VrjK5R9eCHU3FzUwpXo5vfLhYehBxtlGWxWFNsgcI3-bKjTc214oIJitmt9wXpKnI7Mr9KeiazMQlXdpyoS4dM6tvAgqdMysUjLcBgnCSiESraFl4dNMFjAmKrHduCiH1MK2tZMOorz9OzchWPpF60CNhIQlpANZLsTuqjxdHE3f0CwrWe8ppDMg0WYGnWYV-UNPuera7FuRqXJcMG93qyL34OCbhEQCz3rzF6OX00L5UhSggkm4Vs3aPY6MWOu9LSy4-c/4re/rLM95BHkRgiOt_IBfxrTuA/h41/h001.GRjJSLVqnleWTMPz9TDGRrzkFRSGttgr4U-OKVkiqk4">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%;">Are you interested in using Anthropic's Fable 5 for your enterprise or work?</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%;"> Yes (35%)<br>Maybe (32%)<br>No (23%)<br>Other (10%) </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/uploads/asset/file/e9c68369-dd53-47f9-bfce-ac12879d69af/Multi_%2B_sabrina.png?t=1768575106" alt="" height="auto" width="356" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Thanks for reading today’s edition of The Deep View! We’ll see you in the next one. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f13ecf40-963d-4c4e-8059-8f41083085a8/Frame_1410104595.png?t=1765345242" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td width="100%"><table role="none" width="100%" class="mob-w-full" border="0" cellspacing="0" cellpadding="0"><tr><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:294px;"><a href="https://elink983.thedeepview.co/ss/c/u001._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqXjLl558fQWBNEZ6msg2DQUxh9d76BwZvwOWAEAHK95RpWMSfc-4BU1lCoTTal_b-Lmw6skVzb_j-dMR8ijQX_Lm0i4UHrnVvqUOEdo7MpzcVa7PXYWOZ0ucEi_OiJN9Or3Z2aKiEXALitVQqRBHvjgBmeTyWzQfrgEdFixn1FidKhq5sgKfdGt4qlXBeBEK9zQL3UNMNd09X0DQUJCmGND9rR0l0s0yTNSPGkgRo8Ew7ZH0IkKsGbD8S6IllKCtr0/4re/rLM95BHkRgiOt_IBfxrTuA/h42/h001.hBvfBkytWt1G9ccljpRCQyxOLZ6VeOOljPWSTmKjH0M" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/21f4c6c8-460e-4c40-9354-36257904df51/Real.png?t=1781123329" 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._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqXjLl558fQWBNEZ6msg2DQUxh9d76BwZvwOWAEAHK95RpWMSfc-4BU1lCoTTal_b-Lmw6skVzb_j-dMR8ijQX_Lm0i4UHrnVvqUOEdo7MpzcVa7PXYWOZ0ucEi_OiJN9Or3Z2aKiEXALitVQqRBHvjgBmeTyWzQfrgEdFixn1FidKhq5sgKfdGt4qlXBeBEK9yVZUh8talne1x0OhFhD7Bf_ImPNjPfCG277aFo4OpGfdokn11dnkiRAyv_BbW7aIE/4re/rLM95BHkRgiOt_IBfxrTuA/h43/h001.azmSbeGdPdq1zr0ZWZJVryH4f0tHhvqsg8q6lUTCEko" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration:underline;text-decoration-color:#000000;"><p><a class="link" href="https://elink983.thedeepview.co/ss/c/u001._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqXjLl558fQWBNEZ6msg2DQUxh9d76BwZvwOWAEAHK95RpWMSfc-4BU1lCoTTal_b-Lmw6skVzb_j-dMR8ijQX_Lm0i4UHrnVvqUOEdo7MpzcVa7PXYWOZ0ucEi_OiJN9Or3Z2aKiEXALitVQqRBHvjgBmeTyWzQfrgEdFixn1FidKhq5sgKfdGt4qlXBeBEK9zFPEny3wGeBK39ni5HyKtfBHsVFj1bnY62q7m1ZKQQPJZSbX5PpC54oWBX88SDukw/4re/rLM95BHkRgiOt_IBfxrTuA/h44/h001.ddfmRqXh9b4f3-PA8b7I179Ph6-kp2mU5ZaZDU-maug" target="_blank" rel="noopener noreferrer nofollow"><span>Link to the original</span></a></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%;"> “The imperfections on some of the blooms made this one more realistic.” </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%;"><br>“<span style="background-color:rgb(255, 255, 255);">What put me off was the too sudden drop off in size and clarity. [This image] was consistent in its drop off of size and clarity, and the stems were a realistic hodge-podge.”</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%;"><br>“The angle of the camera is much more realistic.” </p></td></tr></tbody></table></td></tr></table></td></tr><tr><td width="100%"><table role="none" width="100%" class="mob-w-full" border="0" cellspacing="0" cellpadding="0"><tr><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:294px;"><a href="https://elink983.thedeepview.co/ss/c/u001.vI6Z7nr7pM-hqfUrdIi31DfndZPH4G7jfzPlpLs4l1AE5TjDNU39lICFTeDFaw1C8211eiSR4ksBNj2-98ZH5wBAWL0VCOROmNnorjWFve1OmY48jh6CUB3PEXOgw50UMgk8Rz5HdQWalcP80v0iVLlinXQ9-_I2U7-hsPC2A8D6iCsEJ5-9ZewdHi5d08lgglZfHaV0Vc-4ZCroUlvRofYvEffOymTdX7dIbEh2333IpkoajJujgK1OyX4ANu9fmvV6MeGQ52aYLyAIWXX4eg/4re/rLM95BHkRgiOt_IBfxrTuA/h45/h001.BMKaY96N5E3WliFvHINpI2x1oMTJmRFbmtvrW6Ek_nE" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/cf8f3a4d-76b5-4c2c-8f91-251e362e5c45/Fake.png?t=1781123370" 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.vI6Z7nr7pM-hqfUrdIi31DfndZPH4G7jfzPlpLs4l1AE5TjDNU39lICFTeDFaw1C8211eiSR4ksBNj2-98ZH5wBAWL0VCOROmNnorjWFve1OmY48jh6CUB3PEXOgw50UMgk8Rz5HdQWalcP80v0iVLlinXQ9-_I2U7-hsPC2A8D6iCsEJ5-9ZewdHi5d08lgglZfHaV0Vc-4ZCroUlvRofA_yiRdWdV5gXpg7s1sxFAThgDd3l664ssIrZvvwCK4DpGKnf8YHwXGLjJ1T01IAw/4re/rLM95BHkRgiOt_IBfxrTuA/h46/h001.RwioBxNhxYxwAga_pcluwWw_ZLN9bUVuInyhgScxyto" target="_blank" rel="noopener noreferrer nofollow" style="text-decoration:underline;text-decoration-color:#000000;"><p><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.vI6Z7nr7pM-hqfUrdIi31DfndZPH4G7jfzPlpLs4l1AE5TjDNU39lICFTeDFaw1C8211eiSR4ksBNj2-98ZH5wBAWL0VCOROmNnorjWFve1OmY48jh6CUB3PEXOgw50UMgk8Rz5HdQWalcP80v0iVLlinXQ9-_I2U7-hsPC2A8D6iCsEJ5-9ZewdHi5d08lgglZfHaV0Vc-4ZCroUlvRoY2ZzAw90ElgBWqJEnTbxHNY03BikoQ1Fx9NlrFzstwR7AeZf6mnWs9zkJlWygsClQ/4re/rLM95BHkRgiOt_IBfxrTuA/h47/h001._GdzgNLOsmN0WMxll5Jj5zuxzPLtvQrj1bqptnPq0QI" target="_blank" rel="noopener noreferrer nofollow"><span>Link to the AI image</span></a></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%;"> “AI images always have a weird homogeny when it comes to natural landscapes. The trees in [this image] almost look like carpet.” </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%;"><br>“The curving field in the scenic background of the fake photo was too fantastic.” </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><br><span style="background-color:rgb(255, 255, 255);">“Flowers in [this image] lack detail. Shadows are unrealistic. Mountain contours a smooth.”</span></p></td></tr></tbody></table></td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f6b2537a-c207-453e-8567-5898374096f2/Frame_1410104596.png?t=1765345268" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><a 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**Welcome back.** This week, the AI industry has been confronting a problem it can no longer sidestep: what happens when powerful systems are wrong? New research from WRITER found that memory and personalization, two features often championed in AI, can actually reduce accuracy by teaching models to reinforce users' mistakes. At the same time, a German court ruled that Google can be held responsible for false claims generated by AI Overviews, raising the stakes for companies deploying AI at massive scale. And as Anthropic unveils increasingly powerful models, it's simultaneously advancing policy proposals and economic safeguards that reflect a growing tension between accelerating AI adoption and the need to manage its consequences. _—_[_Jason Hiner_](https://www.thedeepview.com/author/jason-hiner)
**IN TODAY’S NEWSLETTER**
## 1. Why Google can't hide behind AI for false AIO claims
## 2. How Anthropic is racing to contain AI's side effects
## 3. Study: Why and when better AI backfires
----------
LEGAL
# Why Google can't hide behind AI for false AIO claims
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Follow image link: (https://www.thedeepview.com/articles/why-google-s-aio-errors-just-became-a-legal-issue)
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Google's attempt to bring AI to a wider audience may have gotten it in trouble.
This week, a [landmark ruling by a German regional court](https://arstechnica.com/tech-policy/2026/06/nobody-needs-ai-to-search-the-internet-court-says-in-ruling-against-google/) in Munich found the search giant directly liable for false claims made by AI-generated overviews. The court handed Google a temporary injunction barring it from spreading false claims about two Munich-based publishers by including overviews that incorrectly linked them to scams.
According to the ruling, originally reported by [The Decoder](https://the-decoder.com/landmark-german-ruling-declares-googles-ai-overviews-are-googles-own-words-and-makes-it-liable-for-false-answers/), despite the publishers sending Google a cease-and-desist letter earlier this year, the company did not correct the misleading output from its models that claimed they were "known for dubious business practices and are often perceived as a scam."
* Google argued that users generally understand that AI outputs aren't always correct and should take care to verify them, and that it's not liable for false statements made by its models.
* Still, the court labeled Google as an infringer because, rather than just surfacing a list of links, AI Overviews generates its own content.
Additionally, the court claims that Google's AI overviews are fundamentally different from traditional search results. Rather than simply pulling up information, AI synthesizes the information in its own words and "according to its own structure," the ruling states.
It has made claims that are not substantiated by the original search results, which the court called "the defendant's own statements." Because Google is the sole owner of its AI models, it is responsible for what its algorithms serve up to users.
It's not the first time we've seen the reliability of Google's AI Overviews called into question. A [study published in April](https://arstechnica.com/google/2026/04/analysis-finds-google-ai-overviews-is-wrong-10-percent-of-the-time/) claimed that Google's AI Overviews are correct about 91% of the time, with an inaccuracy rate of about 9%, resulting in millions of incorrect queries a day.
It is, however, one of the first times that Google has faced legal consequences for mistakes made by its models, as well as the first time a court has held an AI firm liable for the speech of its models. The ruling could have a domino effect for the world's most-used search engine. It could also affect how AI-generated speech is legally regulated.
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As AI threatens to upend the way information is surfaced and consumed on the internet, the question of accuracy looms large. Though many tech early adopters have switched from Google search to AI tools like ChatGPT and Perplexity, billions of users still primarily interact with AI through the AI Overviews they are shown by default in traditional search results. As a result, accuracy in AI Overviews is vital. The ruling also raises the broader question: Who is responsible for the speech AI generates, and should it be treated like human speech? Court cases like this one in Germany will be important for setting the parameters within which AI can operate. Google has been pushing AI Overviews on users — as it races to keep up with the rapid adoption rates of chatbots from rivals OpenAI and Anthropic — and there has been [user backlash](https://techcrunch.com/2026/05/26/duckduckgo-installs-are-up-30-as-users-reject-being-force-fed-googles-ai-search/) against these overviews. The accuracy problem only makes this issue more acute.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867) [Nat Rubio-Licht]
Follow image link: (https://www.thedeepview.com/author/nat-rubio-licht)
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TOGETHER WITH NICE
# Proven AI Customer Service at Scale
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Follow image link: (https://www.nice.com/products/agentic-experience-automation?utm_source=DeepView&utm_medium=sponsorednewsletter&utm_campaign=NL_Q226_EN_COG_GLOB_261084_WEB_Solutions-Campaign-Its-a-fact&utm_detail=deep-view-primary-6.11-business-boom)
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Today's fastest-growing companies aren't working harder, they're working smarter.
NiCE AI agents help automate customer service workflows, simplify consumer solutions, and feel human while doing it.
With billions of interactions to prove it, NiCE is redefining customer service at scale with industry-leading AI.
[See NiCE in action](https://www.nice.com/products/agentic-experience-automation?utm_source=DeepView&utm_medium=sponsorednewsletter&utm_campaign=NL_Q226_EN_COG_GLOB_261084_WEB_Solutions-Campaign-Its-a-fact&utm_detail=deep-view-primary-6.11-business-boom)
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POLICY
# How Anthropic is racing to contain AI's side effects
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Follow image link: (https://www.thedeepview.com/articles/anthropic-policy-push-reflects-its-growing-dilemma)
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In the wake of releasing its most powerful AI model to date, Anthropic is also raising the red flag on the risks its technology may pose.
On Wednesday, the company [released two policy proposals](https://www.anthropic.com/policy-on-the-ai-exponential/epf) to responsibly steer AI development and prepare for the broader impact of the tech. The proposals address a wide number of concerns, including biological and security risks, the risks of the tech losing control, and the potential economic impacts.
Additionally, CEO Dario Amodei published an essay, titled ["Policy on Exponential AI,"](https://darioamodei.com/post/policy-on-the-ai-exponential) which advocates for increased AI regulation. His essay calls for public safety testing and auditing, preempting economic disruption, protecting against autocratic misuse and accelerating the positive impacts of AI.
"The mismatch in timescale is nevertheless very painful: in the several years that it can take Congress to act, AI can go from an amusing toy to the full country of geniuses," Amodei said in the essay.
Tweet: (https://twitter.com/DarioAmodei/status/2064781775247950326)
Anthropic's two-pronged policy proposals include:
* The Advanced AI Framework. This multi-faceted policy outlines four major areas of AI-related risk, including biological weapons, cybersecurity and loss of control, as well as how automated research and development could amplify those risks. It proposes a set of four rules that frontier AI developers must follow, calling for transparency in safety, independent evaluations, security protections of model weights and government enforcement to prevent catastrophic risks.
* The Economic Policy Framework. This policy takes on AI's potential to fracture our economy, setting out three sets of recommendations: One for a 5% unemployment rate and one for a 10% unemployment rate, and one for unprecedented unemployment. Some of the measures include workforce training grants, wage insurance, basic-needs relief, and even new wealth-distribution methods such as a basic income or equity sharing.
In addition, the company is committing $350 million in total for two programs to help: $150 million to a national fellowship program for early-career people to "extend the benefits of AI to communities across America," and $200 million to its Economic Futures Research Fund.
These proposals and commitments come on the heels of the company's [release of Claude Fable 5 and Mythos 5](https://www.thedeepview.com/articles/why-anthropic-compromised-to-ship-mythos), its most powerful models to date, as well as [raising $65 billion at a $965 billion valuation](https://www.anthropic.com/news/series-h) and preparing for an eye-popping IPO.
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As it moves to become a public company, Anthropic will have one priority that rises above the rest: Get users to adopt its AI so that it can earn money and grow. And while it's trying its best to corral the havoc its models could cause, the fact that it is a for-profit company about to go public in an IPO poised to be historic in size means its priorities will be financial, first and foremost. Though this fact doesn't invalidate Anthropic's arguments, its policy proposals, or its financial commitments, it does mean that these efforts aren't purely altruistic. They're also public relations and damage control.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867) [Nat Rubio-Licht]
Follow image link: (https://www.thedeepview.com/author/nat-rubio-licht)
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--------------------
TOGETHER WITH CODER
# The Next Big Test Facing AI Coding Agents
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Follow image link: (https://resources.coder.com/weave-whitepaper/operationalizing-ai-coding-agents-regulated-industries?utm_campaign=26Q2MS_The_Deep_View_June_7&utm_source=deepview&utm_medium=media-sponsorship&utm_content=pathfactory)
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By now, we all know the standard watch-outs when it comes to AI agents. Reliability, security, privacy, and the like are all real concerns for any company… but for those of us working in regulated industries (think financial services or government), these “watch outs” can quickly become [massive issues](https://resources.coder.com/weave-whitepaper/operationalizing-ai-coding-agents-regulated-industries?utm_campaign=26Q2MS_The_Deep_View_June_7&utm_source=deepview&utm_medium=media-sponsorship&utm_content=pathfactory) – and that’s no good.
Coder recognizes the scale of this problem, which is why they commissioned [this new report from Weave Intelligence](https://resources.coder.com/weave-whitepaper/operationalizing-ai-coding-agents-regulated-industries?utm_campaign=26Q2MS_The_Deep_View_June_7&utm_source=deepview&utm_medium=media-sponsorship&utm_content=pathfactory) to help us address it. Inside, you’ll find a complete breakdown of the requirements for AI coding agents in regulated industries, a practical framework for deploying these agents at scale while still maintaining security and compliance, and how to do it all while avoiding those dreaded operational bottlenecks.
[Download the whole report for free right here.](https://resources.coder.com/weave-whitepaper/operationalizing-ai-coding-agents-regulated-industries?utm_campaign=26Q2MS_The_Deep_View_June_7&utm_source=deepview&utm_medium=media-sponsorship&utm_content=pathfactory) Thanks, Coder!
--------------------
RESEARCH
# Study: Why and when better AI backfires
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Follow image link: (https://www.thedeepview.com/articles/study-personalization-can-make-ai-less-accurate)
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It's well known that AI models can lean towards being a little too complementary. However, new research suggests that various factors can turn sycophancy into inaccuracy.
Research from AI agent platform WRITER finds that personalization and memory features, paired with models falling into sycophancy, can lead a model to learn from your mistakes. In other words, when an agent is given access to user preferences, prior interactions and memory from past sessions, its accuracy can actually decline.
"Memory is not an unmitigated good, because it specifically interacts poorly or can interact poorly with this type of sycophancy," Dan Bikel, head of AI at WRITER, told The Deep View.
The company's researchers studied this effect in two different papers:
* One paper found that several [open-source, commonly used](https://openreview.net/pdf?id=0Xt1qZ5xdW) memory and personalization systems in AI can worsen sycophancy across scientific, medical and moral reasoning, developing a benchmark called Memory Influence on Sycophancy Tests, or MIST.
* The other specifically focused on how this [manifests in agentic financial settings](https://arxiv.org/abs/2604.24668), evaluating eight frontier models on two common financial benchmarks, and discovered a drop in accuracy anywhere between 17% and 71% when memory systems are turned on compared to when they're not.
Bikel noted that sycophancy can look different depending on the context. For instance, when interacting with a chatbot for entertainment purposes, it might be easier to spot when an AI system is veering into people-pleasing.
However, in an enterprise setting, especially in finance and healthcare, where accuracy can't be sacrificed, this sycophancy-induced inaccuracy may lie beneath the surface, simply feeding you incorrect query results. And when the model begins to prioritize a user's context as implicitly truthful, the results can be consequential.
"This phenomenon, when it comes to more business-oriented use cases, information-oriented use cases, or workflow use cases, was understudied or unstudied in these types of scenarios," said Bikel.
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When we think about accuracy in AI, our minds often focus on hallucination, rather than sycophancy. Additionally, memory and personalization features have been sold to users as making these models _more_ useful and accurate by giving them more context to work with. This research, however, highlights what happens when a part of an AI system — its memory and personalization features — work as intended. The result: even when given the full context of a user and a business, these systems can still go awry. That could make it difficult for enterprises to trust and deploy these models, especially in contexts where accuracy is critical.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/48fe9d73-e19a-4746-98cc-8d49eb41c139/nat-rubio-licht-byline.png?t=1766448867) [Nat Rubio-Licht]
Follow image link: (https://www.thedeepview.com/author/nat-rubio-licht)
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--------------------
LINKS
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Caption:
* Meta, Reliance partner on [1 gigawatt, renewable energy data center](https://about.fb.com/news/2026/06/meta-partners-with-reliance-on-ai-enabled-data-center-in-india/) in India
* Microsoft [cuts access to Anthropic's Fable 5](https://www.theverge.com/report/947575/microsoft-claude-fable-5-restricted-internally?view_token=eyJhbGciOiJIUzI1NiJ9.eyJpZCI6IjBSNGNmRXBZVU4iLCJwIjoiL3JlcG9ydC85NDc1NzUvbWljcm9zb2Z0LWNsYXVkZS1mYWJsZS01LXJlc3RyaWN0ZWQtaW50ZXJuYWxseSIsImV4cCI6MTc4MTU0MjU1NSwiaWF0IjoxNzgxMTEwNTU1fQ.Ky_Ysn__UF6CUFKlGTwRwkTT9_UCnaxa17CDBA73Ccw&utm_medium=gift-link) due to data retention
* Over half of Americans think [AI could take the job of someone in household](https://www.reuters.com/business/world-at-work/half-americans-fear-ai-could-put-someone-their-household-out-work-reutersipsos-2026-06-10/)
* Warner Music Group [acquires AI music attribution tool Sureel](https://www.billboard.com/pro/warner-music-group-acquires-sureel-ai/)
* CISA cuts [deadline for agencies to fix critical vulnerabilities](https://www.reuters.com/legal/litigation/us-shortens-cyber-fix-window-three-days-ai-threats-rise-2026-06-10/) amid AI use
* OpenAI in advance talks to [lease 10 gigawatt Ohio data center](https://www.theinformation.com/articles/openai-talks-lease-10-gigawatt-ohio-data-center-backing-nvidia)
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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* [Ramp Applied AI Solutions](https://www.prnewswire.com/news-releases/ramp-launches-applied-ai-solutions-helping-enterprises-deploy-ai-agents-across-finance-operations-302796179.html): The fintech firm is offering agentic tools for complex financial workflows.
* [DiffusionGemma](https://blog.google/innovation-and-ai/technology/developers-tools/diffusion-gemma-faster-text-generation/): A 26 billion-parameter open model by Google with four-times faster text generation.
* [Perplexity Computer](https://x.com/perplexity_ai/status/2064771411894567373): Claude Fable 5 is available as an orchestrator model for Perplexity Pro and Max subscribers.
* [Backplanes Spotlight:](https://www.backplanes.com/) This tool reads your Claude Code and Codex sessions and offers session reports to improve your code.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/25296119-9f00-4620-9931-2d98d0068485/image.png?t=1752986966)
Caption:
* [Ant Group](https://www.linkedin.com/jobs/view/4418217995/?alternateChannel=search&eBP=CwEAAAGespopqI4hhLyV4b9I46mufA_lDZiu43AL2eq2iVWlLZx2-y4InYBvHO2nsYL_Ir9XSW36X1NiIBtG_rYfQGFWWAfvmo7Vlv7B2Tx-2b7KOo0yuDEXb3MCaX6LCY1H2vLD8LyEbAwmqX_-IG7bTvgE37mgbiSiIesNEGX0zj7p9LJrDJxrYPn9W046cQi7nliPSc0-Pe5McpE13Xhv6l35jUgEhC_DHcUIlOXpJINuF3FMJgUMoDosrDwbT9b5hamKMvZOWbcm17PIXXIsmI59ap5CxeRUpIijTGKEYS1ui2NDZi66VAWcLOXlGtmE3X7Izg-3ITC7D9FH4cAH0PDJUHZgiZuQ6TTnFs1O62nne5MHpBt0qNKpWaDe2ZWdPIez7zqZDfdJBqBtLY-o3VwpbD1mQooa84s3NzuA61T0rXWnlqOHdsUmXSWgOSohVet1-HOvvb6qKT3OfnyIPoMbVuBJhwZIaoUtrxY&trk=d_flagship3_job_collections_discovery_landing&refId=yVDbiiNrnRHxAFTQg23j6g%3D%3D&trackingId=AkLWq1miQo7k9p7mHJPdWg%3D%3D): Research Staff, Embodied AI
* [OpenAI](https://jobs.ashbyhq.com/openai/c701bf4a-3b17-4b14-895a-05f52be51cf8/application): Researcher, Artifacts - Agent Post-Training
* [Cartesia](https://jobs.ashbyhq.com/cartesia/d74e142f-6f20-4e32-8e41-308369ed5106): Researcher, Models
* [Meta](https://www.metacareers.com/profile/job_details/1139345932588438/): AI Research Scientist — Agentic AI for Materials Discovery
--------------------
GAMES
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## Are you interested in using Anthropic's Fable 5 for your enterprise or work?
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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/red-flower-field-RkOtjbPuHZw)
Caption: [Link to the original](https://unsplash.com/photos/red-flower-field-RkOtjbPuHZw)
“The imperfections on some of the blooms made this one more realistic.”
“==What put me off was the too sudden drop off in size and clarity. [This image] was consistent in its drop off of size and clarity, and the stems were a realistic hodge-podge.”==
“The angle of the camera is much more realistic.”
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Follow image link: (https://gemini.google.com/share/144eca1feeaa)
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“AI images always have a weird homogeny when it comes to natural landscapes. The trees in [this image] almost look like carpet.”
“The curving field in the scenic background of the fake photo was too fantastic.”
==“Flowers in [this image] lack detail. Shadows are unrealistic. Mountain contours a smooth.”==
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Follow image link: (https://tdv.transistor.fm/)
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