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From: "The Deep View" <newsletter@...
To: [email protected]
Date: Fri, 29 May 2026 12:38:33 GMT
Subject: ⚙️ Anthropic's new Opus 4.8 model bets on honesty
To: [email protected]
Date: Fri, 29 May 2026 12:38:33 GMT
Subject: ⚙️ Anthropic's new Opus 4.8 model bets on honesty
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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: Anthropic hits nearly $1T valuation with $65 billion Series H  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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> May 29, 2026 | <a data-read-online-tooltip="true" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYWJi5bPsOx4DcC7TfeLgASqBewKLGC7oCOQFIvTDO48vRj-RzZ4RqZ3YcFLnCRA6k4_dqn3txzMv54m9nTGBZb9HUFMET6X_Zw8NYYmJoV8agCMvROHBqFuOvR0df8MZSZA5TvC2CHWJSoed0SzuWTK9frADeFd6_mI0Bg86mHDG4Zcep7CYYASD97iZiR0VAuJOO-oPQEZVevKyOE3FqbNVlq_2lsr7bJ0tByMll5_gdEZWTiPUwWBbJI12gKuxGUbjltgdl1EBOuJbASnMG-JYio5sJ7ReTXVNe9cSsP9_3SsX2TQKjrXTYXsEvgaEZwZeXvQdWZjOSCCdRu5gOraRR7Mxfm4pVCjhATZB9RdyOmrw7b3bvyzzvyn-9fOFf-3Abd3xttPqr8bcN0Y6_Kepi9ws_TMu4RJrfygCNLxNSMc4bc5dUVlRkXo8D9WXOmF22-Ce_Z5nQ3awy6u2a6FqmQbjSGqhUFF0c3MpV9IaXJkHFla6Q3BVPTW4VTxbjUES3cGPj1YGpRh9APv-XcJp52Q2SFDik7XOdEqgoGaj0ZZJwoMLSymUdHEOf3pJN2gzf31CtpiMLFcC4kbs7UZhCInbbzcK-hbC16V7SZdrZvV3tXD9AAbVtLW5PtIEoth6SUB0MFL_U_FnAkf1uNx4d9K2bBZlmGH1T0m3BvmurfQ4QJvPVGjE_QMVeBv4rrrspDcnhOuunrRGQZgZiQ8jlwBllegbGUmVU9Pqy6mNfBfG7DpU744dyXr0cbmZPE/4r1/vrtpX6wZRbSUzauu2ntgjg/h0/h001.Seuyx-BtkGrN60MI8un8QmVrkbpgEprtTFlmmm1mXXg">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/4r1/vrtpX6wZRbSUzauu2ntgjg/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/36b22406-ff66-4598-82b9-49b3cc16a132/BANNER__127_.jpg?t=1780047020" 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-KQhzzc3kglO647wn6Sr7c-8y9Q_o16mV_32OPf2NaeMFT0C30BHMmbbpFoUHI6k2K5d-Q6Mxt1Qxq6nXr_W6h_U9TtzDp7Gn1UBnMAzDTl5ULv6v/4r1/vrtpX6wZRbSUzauu2ntgjg/h1/h001.Jm70Ar_noJyYbElr6O9OLqtV48Devynn19mz93tdPaQ" 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/8264c5c3-bbe6-46ad-b53e-8176560312a4/Together_W_NiCE__3_.png?t=1779905713" 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> The AI buildout is accelerating, even as enterprise ROI remains a moving target. IDC sees infrastructure spending growing to $1 trillion by 2029, with agents pushing companies from pilots into real workflow transformations. But that future also raises the stakes on safety, as a groundbreaking TELUS Digital benchmark shows models can still be pushed into unsafe behavior, especially around cybersecurity, privacy and fraud. Meanwhile, Anthropic’s Opus 4.8 points to a different kind of progress: not just faster or smarter AI, but models that are more willing to admit what they don’t know. And Anthropic just raised a cool $65B at a $965B valuation, passing OpenAI. <i>—</i><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFhr1A_BEAEp8cdvWudcCyss9zA-ck9db_DlffwGgC6GkvgY4ddaq81wTLdw5-Rvc-LKogiay9cxE_pXnVW6unCRFHIoAQXJl7SUNdLQ3r6Tse0NfqfeJgLa-cU8Asek8rdA0hrrseNkd-aukzdCDvQAxKp3KZH9qVI93vxhkVd6p-ubE8215ixVgkOzAxg0lL8bJ_rcTbJQDWINW5FETZh6ixAZci3kNBXi-tpOikt5Q/4r1/vrtpX6wZRbSUzauu2ntgjg/h2/h001.wNc26ko1EPwPJiwQBu0XTazfZ7H5du2p8GephjXpNnk" 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-anthropics-new-opus-48-model-bets" 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> Anthropic's new Opus 4.8 model bets on honesty</h2></td></tr><tr><td id="2-ai-safety-benchmark-reveals-deepe" 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> AI safety benchmark reveals deeper LLM weaknesses</h2></td></tr><tr><td id="3-idc-agents-will-trigger-1-t-ai-su" 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> IDC: Agents will trigger $1T AI supercycle</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;">BIG TECH</span></p></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 15px;text-align:left;"><h1 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;">Can 'honesty' give Claude Opus 4.8 an edge?</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQEB2IeEQILTPsRLhjeg0njR5LYwz4l4veu32DIVxpJGLASNTxZV6TVFeuORbzfyROiBPmBRsgSIeX9JNiZtr_XVARtDaJVuaBFgY6D0nE6HLlOYDOHtYPOPgcn1SaiprpFF-13_pSIsceniMB_EB-HhqJzF8669sYlaMwcu2j3Uke7RU1LEc9-0MdJciorqJwomG3lu9vWMMW0CUA49pPa41W7GlY-v8QbuK0pe7guVFglu2xAKkbyZpOC8CVudfVtft51tRnaqxiRwja1EMrLJ/4r1/vrtpX6wZRbSUzauu2ntgjg/h3/h001.Awbbv6s4fXuWtv2l6BdEAbol6U2VErMItBfPOh-nmzE" 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/81a0a877-6731-4963-bdc2-5b693626032b/43970f0147df2f3a8e4d6fd9f4decf3a086a0c55-1536x768_copy.png?t=1780033242" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The most powerful model in Anthropic’s lineup just got a performance boost. </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 the same day that the company announced an outsized <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeKZ879DulReCOiaFyaf_FYx0Et64RAqSa_QLKpe64aRe-p5onAcHm7CtUwOzgZGC9XX3ZZEfXI2j2HA2unI9tg6mn3jX_c9YuSOGmLWIF-6iaZskRiOGlVVpwqYCrihrwKbg6CiIZHpgH_7Sfv98dmwRiMFfaH4csI4GphZLblYuOTMdlPIhRyRPQLsz4clLHWfA1B2T6OILVskqfRhw_NGUuwBs5LrTSue5qqBt2Rt2D5iUCGjikmf0ctmHcvycDg/4r1/vrtpX6wZRbSUzauu2ntgjg/h4/h001.MMPmmQn6hGAATJMQzVcYrIxMFMmxYKi2umZL9K_tm00" target="_blank" rel="noopener noreferrer nofollow"><span>$65 billion Series H funding</span></a> round at a record breaking valuation of $965 billion, Anthropic <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeKZ879DulReCOiaFyaf_FYw3Yq1wY8Y27Vc4RKNcvJNz6t16SE8iCZuXC3m9Yc_jDbqwjgoYRKrBcra0ocKy-ywetyZqDuJJzugCDj6STi4irJQ8lnV4GALXnOmp61cvn5ICx80OYrRddH_3kviqDYXkmqriBUCItvY-NqS1JOQplBqbz5RXm8hdWgrpyzxn4NlywzYPBjqGIhdWnF9RsLZsOKG9hsPualTTh63eKx2JUGaJkiCMV62mwGsazuAjaw/4r1/vrtpX6wZRbSUzauu2ntgjg/h5/h001.e_ZHXh-NO0Eb3AwxAx8qYrNuhlo6-_yNXGM3C2uHeK8" target="_blank" rel="noopener noreferrer nofollow"><span>launched</span></a> Claude Opus 4.8, its latest attempt at leapfrogging rivals OpenAI and Google in creating massively powerful foundation models. </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 model builds on Opus 4.7 with performance improvements across nearly every benchmark, including coding, reasoning, agentic computer use and financial analysis. While these types of upgrades are always expected with the latest generation of a model, this launch featured two notable improvements: agents and honesty. There was also a bold, forward-looking statement sprinkled in at the end. </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%;"> Opus 4.8 addresses a major issue with AI models: confidently making claims despite a lack of real evidence. Anthropic says that early testers have found that the model is more likely to flag uncertainties and less likely to make unsupported claims. </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%;"> Early testers, which include Shopify, Genspark, Cursor, Databricks and more, additionally found Opus 4.8 to be “more reliable and sharper in its judgment when it’s performing agentic tasks,” according to Anthropic. In its own evaluations, the company found that it is four times less likely to let flaws in code it has written go unnoticed. </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%;"> Beyond performance improvements, Anthropic also launched some new features: </p></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Dynamic workflows</b></span>: Available in research preview, Claude can take on bigger tasks in Claude Code, which can plan work and run hundreds of parallel subagents in a single session, according to the post. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>New effort control</b></span>: Users can choose how much effort Claude puts into a response, giving them more control over speed and how limits are used. It defaults to high effort, which offers the best balance of quality and user experience. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Messages API: </b></span>It now accepts system entries inside the messages array to update Claude’s instructions mid-task without breaking the prompt cache. </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%;"> Perhaps one of the most notable announcements was buried at the end of the release. Anthropic said it will release a new class of models with even higher intelligence than Opus, likely referring to Mythos, with a goal to be able to bring those class models to all customers in the coming weeks. </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%;"> While it is always important to work on new models and iterate on them to improve performance, at some point, the incremental improvements become so subtle that encountering yet another release can feel overwhelming. What is notable about this specific release, however, is Anthropic's intentional emphasis on the model being better at flagging uncertainty, rather than asserting knowledge it doesn't have. That's become a real drawback for these models. Ultimately, performance boosts are always relevant, but the risk of spreading misinformation can be far more dangerous and is vital to address. If Opus 4.8 turns out to be more honest and hallucinate less, then that will likely be what's remembered most about this release. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQG9VL466Ba62EuUEY3bWfAVu0z1De_zYWNWmJm4K7j_PXrr15imhKdfPu2RkNovaOFTYhOe7hiBkp7z1FFxoB6C4-SOJ1s-cwkfTsMiGjocxHEtXNma73flAwaS_dMtXnFHZxDOH7xV40-lV4GuPfA1wYQ2JF8eIFF3JMhwUEYSZx7Qw8ne_gb2L2j2UeipXzeFntMRY3gua3Tdt0OOxEQvNRcRJAG0v6rrSvF3AJrivSB5Zqxo94CFiF3ibXHYLO8/4r1/vrtpX6wZRbSUzauu2ntgjg/h6/h001.w8p4a98pmFbJsVcuaAh8BncahNgNJ7p-SGeI3B81_qI" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e7e0e37f-8f6f-43d4-9af9-1a1e0c886e42/sabrina-ortiz-byline.png?t=1768824599" alt="Sabrina Ortiz, Senior Reporter" 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%;">AI that performs at enterprise 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-KQhzzc3kglO647wn6Sr7c-8y9Q-BIOhLbJuR-IyKJvODtfGnRUWdPcqwHuJTm-8WPcB_DFlELBIcf909Pi9tt48_-rCNaeK-mvp2XO56oiIMTLcg/4r1/vrtpX6wZRbSUzauu2ntgjg/h7/h001.oHEwRd4N5Wmky4JiVn-zKCdy13xfFSyi9TbxFaI286c" 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/45beb81b-31d1-445a-bdec-3e119220e419/ART__2_.jpg?t=1779980299" 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%;"> Enterprise scale isn’t a claim. It’s what customers deliver with NiCE every day. Billions of journeys. </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%;"> Every channel. Every interaction. Real AI-powered outcomes that help leading brands deliver smarter, faster customer experiences at global scale. </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-KQhzzc3kglO647wn6Sr7c-8y9Q9ykCfmbI5JYaPTmcGZFaRmvb4xhd26yqBfF-BegWapaR_WUQGcGpjtyuzw110Jv7Oig5UWkex6oF6lJ5R7nt_d/4r1/vrtpX6wZRbSUzauu2ntgjg/h8/h001.9V46zJahCWtOo-0_34EPwHnL0j6dREUgEJDrXPuQXaM" target="_blank" rel="noopener noreferrer nofollow"><span>See why the world’s leading brands trust NiCE to power AI-driven customer experiences at enterprise scale.</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;">GOVERNANCE</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%;">New benchmark: AI safety is worse than expected</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQEbLK5GEk8IlKCj9DMYcu8cp_Dpedi3jflYwYR0jYWsAT01O7ibk6kiZgZr6VrsTdhNytjyeNoWmzNmDD2s0_YsNljN7QWRImz6v9E8mHmAAAiTjbWzoAgxbX3QJ7JR-cfMgyAMaZGTc9VGzrdxopS4qkKdF1VkSuHbSQwEV9Isz84S5mwRHwuNtTcdHjkGbsBbPI9MpS-hUI8Yveg75bAZ7UzSmvHHAqDPxfmg5uPMveSQQerR4_MwobFYQxbEHSysMqtWicj1CvGj59fRwP1diS0w_z5vZcnAzRONRPnSPQ/4r1/vrtpX6wZRbSUzauu2ntgjg/h9/h001.biCFZlcYrsQTtLezabQzHJTlfx8wL94rHC0BvbwFoS8" 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/94709ca1-af9f-4cb4-9221-e6a9bbbd4b67/thedeepview_A_cinematic_editorial-style_hero_image_depicting__4487eced-85e9-4bce-8b11-692e99aedd61_1.png?t=1780034450" 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%;"> Another day, another benchmark uncovers new risks and vulnerabilities in language models. </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%;"> Tech services firm TELUS Digital has <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeKsHfyuuMfheOe9d5on0iRGFgRF8dyWSEfQESW9-fKmJyb13G5qbw-lwqE2i9bE3wPEk6-Eo27kEO-TcYg6VsPi01314eRWgs1Ty453x1Pes9kwu3WLnQvR_Ts00QiIU5kUb38vPguSIQ4dnQGXXDYO9HVNo-5Md2uf9mZdZFR8f1duc3YsvwAHoNG7vgotoEQmDGSqicw_zFtB8A2vfZgOdfEHLLpxFcR3BU6ZNIBdxuJq6zm7ww9ioDqx2qYICHBiIiuFREpeRJ3xBcO_rm-uLmBfaj7iISmtjpiDojm2PDSpbCVb1BrP2p3nx9KWmLHFpsSG65iifoOp00t4wb-c75j5gCAakqUOXKsu3Qx5Wu_XayJNl_bONLnuxtyPYjFAG6dZDL3xNK2Yamo1xBE0/4r1/vrtpX6wZRbSUzauu2ntgjg/h10/h001.gIo48bksE-9osaFzRiKfqE0TDMOp9x5Y-GP07goNNHs" target="_blank" rel="noopener noreferrer nofollow"><span>released the results</span></a> of one of the most comprehensive AI safety and cybersecurity benchmarks to date. The benchmark used 620,000 attack simulations and tested them on 34 models from 10 global AI labs. Models tested included: Claude, GPT, Gemini, LlaMA, Mistral, Qwen (Alibaba), ERNIE (Baidu), Seed (ByteDance), and GLM (<a class="link" href="https://elink983.thedeepview.co/ss/c/u001.VHe2F3bU8SDnAzgqg7AUT-oWOI0wfIS8qY3EZdT8omYct4jDXEse9ncGI6BxgtQ4PXiyU622QX8kvA2wMm4zFpXXwPzKCkFdJLmSjosQ7Lp5ufJHhe8B747WM2oKhGfTbiVC2sLhA8CQJU8_oelDZ3S-J1qzJyp1DsPDjKEjyhIvLQghuYPnLxjFU4Ue__3LblRAklVe2ogS4bBcfK11sWihZ0XkCKO6fU_Ph2ANXIM/4r1/vrtpX6wZRbSUzauu2ntgjg/h11/h001.uk0ZgH_rYM0P4axFPpbrK2htvIXQFUZmDp5OxDZn3gw" target="_blank" rel="noopener noreferrer nofollow"><span>Z.ai</span></a>). </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 findings highlight an important reality for enterprises deploying AI: with the right adversarial techniques, AI models can be coaxed into unsafe behavior," the report stated. It also found that "some models engaged with harmful requests more than 90% of the time." </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%;"> Some of the key findings included: </p></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Reasoning models are safer</b></span>: The reasoning models that think through their responses before answering turned out to be far safer in this study. They were vulnerable to 19.9% of attacks, compared to non-reasoning models that were vulnerable to 55.1% of attacks. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>SLMs are easier to crack</b></span>: Smaller, more economical models struggled in this benchmark as TELUS reported they "were far more likely to be exploited than their larger counterparts." </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Open models aren't always less safe</b></span>: While the benchmark found open models fell victim to exploits more often than proprietary ones did, it also found that a large open-source model, GLM 4.7 from <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.VHe2F3bU8SDnAzgqg7AUT-oWOI0wfIS8qY3EZdT8omYct4jDXEse9ncGI6BxgtQ4PXiyU622QX8kvA2wMm4zFpXXwPzKCkFdJLmSjosQ7Lp5ufJHhe8B747WM2oKhGfTbiVC2sLhA8CQJU8_oelDZ3S-J1qzJyp1DsPDjKEjyhITQi6CuywDGg_YH0-mhO7t6ILPidtd61ysvtTKwpzT23suKwzREoe40OXqqXnFj6Q/4r1/vrtpX6wZRbSUzauu2ntgjg/h12/h001.5Aw7wxgqSPC1BB4A9N3L6SmBU81mm9dmJeSxGngxOkc" target="_blank" rel="noopener noreferrer nofollow"><span>Z.ai</span></a>, outperformed many proprietary models on safety. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Models still stumble on three big risk factors</b></span>: The benchmark discovered that many of the models made progress on risk areas such as political manipulation since the <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeKsHfyuuMfheOe9d5on0iREtrqtZyXH5lLsnDmwEkj4aYk5Uy6Drodvxs97IjrIWANCq-pfhjKXzZ_MshL9of65R6dMcERnNTe1xjTICNDlFwyJNW8NjSqOJ2lbSk3i_AN6t3Ji6nIR4IpOjDO3H2lAX3dKK7zlHtyZNFpW08c2hyvFTJ4dfvho8gm5Y6dpyXkzre3dgv0LX13GsP_iix1w-KBR7fXNm_TnYPYotoyZdJp1fz8E0XFigNF7u-Do-bxwYemiVHkkMxSyJ2nKjGTH7MC0brtrpvwSwQ-WYJFfV/4r1/vrtpX6wZRbSUzauu2ntgjg/h13/h001.vUo2YBYb7gS7LiuDXgOtNrpu0AsAAubG87MtzYPFHz0" target="_blank" rel="noopener noreferrer nofollow"><span>last version of the benchmark in November 2025</span></a>. Unfortunately, even the top performing models struggled in three areas: cybersecurity threats, privacy exploitation, and fraud. </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%;"> “The real risk isn't that AI models have vulnerabilities. It's that most organizations have no way of knowing which vulnerabilities apply to them,” said Bret Kinsella, Senior Vice President at TELUS Digital in the release. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> While the report uncovered new soft spots in models, that's also a key aspect of hardening any technology system: deeply understanding the risks so that you can fully prepare to mitigate them with multi-layered defense strategies. </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 report noted, "The encouraging news is that the research points to a clear path forward. The benchmark shows the importance of testing AI systems at scale to uncover hidden risks that may appear safe under less rigorous investigation. Continuous, automated security testing with human oversight and remediation can dramatically reduce risk." </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%;"> If you're not convinced by now that you personally, and your company more broadly, need to put safeguards around your work with generative AI models and agents, then you should at least be conscious that you are taking on those risks and you're willing to do it because you've calculated that the potential trade-off are worth it. However, most people and organizations will find that better understanding the risks around language models will lead them to systematically mitigate those risks with a series of solutions, guardrails, and policies. AI is advancing so rapidly that adapting operations to manage risk is one of the most daunting tasks in the enterprise right now. But it's not slowing down or getting any easier, and so organizations are going to have to accept this as the new reality and find ways to get creative in order to keep up. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFhr1A_BEAEp8cdvWudcCyss9zA-ck9db_DlffwGgC6GkvgY4ddaq81wTLdw5-Rvc-LKogiay9cxE_pXnVW6unCRFHIoAQXJl7SUNdLQ3r6Tse0NfqfeJgLa-cU8Asek8rdA0hrrseNkd-aukzdCDvQAxKp3KZH9qVI93vxhkVd6oGWEgQQi20NsHHs4ZgY3LGPwgtfgYd922p8j9WKV-0R97ePgychnWQjKxgzc6Rw9Q/4r1/vrtpX6wZRbSUzauu2ntgjg/h14/h001.D6B_oM-Pb_6tkYeMXFtYQoWF_Lf-fAZaSVVYuexafmM" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1d1901ab-36d2-4a8f-b31d-a1ccecbe490a/Jason.png?t=1766448566" alt="Jason Hiner, Editor-in-Chief" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">TOGETHER WITH VIKTOR</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%;">Show Viktor once. It just does it.</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.qDWhuyHJaUTvfSy3RBD1qFVOZ7p-Kwu-DRPM8Dg3M1C7MRrEqu81bq10qYCoi5UA4qG8amA6Q6KPyiqrwcjijgS5nymk69pusD9JWyl5ZxbLESkCByIH1OyQ1nBqiYB7SZBXharGi_PARK-QnZULdbmSnNCDGp9rryrKQ3JNPN8ACDZ4ebjGyO_9JU5V24d03EfNqZXlbwZ2ERSJWXle6Gq-ixVENsIjUtlHWJlAXXOTns_tnsGCT4OiRkcwxRSkOA_yDVGMDKda563AI5nSNQ/4r1/vrtpX6wZRbSUzauu2ntgjg/h15/h001.O6WtpVEVW64HJAaRCUgt37LPBR5gzVUc8lFQYYBgn-o" 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/76738f13-1359-4bac-b421-f226a69096d3/G8_3___A0004___GFT___Run_a_company_faster__easier__and_more_scalable.___Evergreen_TOFU___18.05.26___1200x628.png?t=1780001875" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.qDWhuyHJaUTvfSy3RBD1qFVOZ7p-Kwu-DRPM8Dg3M1C7MRrEqu81bq10qYCoi5UA4qG8amA6Q6KPyiqrwcjijgS5nymk69pusD9JWyl5ZxbLESkCByIH1OyQ1nBqiYB7SZBXharGi_PARK-QnZULdbmSnNCDGp9rryrKQ3JNPN8ACDZ4ebjGyO_9JU5V24d05_BnuZdK5oFtKCs_F8NmboRnbuCRlEbUBV-b0leldEU-dk73S2eF9k7DIZubC9uF-eN9ljMg6BQMyviugzCPPA/4r1/vrtpX6wZRbSUzauu2ntgjg/h16/h001.E28lS3UI73YJHlHN20kviNF3IzJcHm82TVVNOD6otsU" target="_blank" rel="noopener noreferrer nofollow"><span>Viktor</span></a> is the AI employee that lives in your Slack and Teams. </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%;"> Show it how you handle reorders. How you draft launch briefs. How AP approvals move through your team. What your standup notes look like. Viktor learns each workflow once and starts doing it for you. </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%;"> By week three, finance, marketing, eng, and ops are all delegating to the same employee. The question stops being "can Viktor do this?" and becomes "what should we hand off next?" </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%;"> 3,000+ integrations. 15,000+ teams. SOC 2 certified. </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.qDWhuyHJaUTvfSy3RBD1qFVOZ7p-Kwu-DRPM8Dg3M1C7MRrEqu81bq10qYCoi5UA4qG8amA6Q6KPyiqrwcjijgS5nymk69pusD9JWyl5ZxbLESkCByIH1OyQ1nBqiYB7SZBXharGi_PARK-QnZULdbmSnNCDGp9rryrKQ3JNPN8ACDZ4ebjGyO_9JU5V24d0JE6CXVo-T8htMgXnsIwdJR_rv2h1DT4pv0jeIxzoX-0jZKJQhu7J1eiH9t5WkM-L8uzMir-z9Fza70Dc7zpXyA/4r1/vrtpX6wZRbSUzauu2ntgjg/h17/h001.VcBlIW6CKZTYsmA8pvTFxqWBONqUEfGKDb0-CeKqfXw" target="_blank" rel="noopener noreferrer nofollow"><span>Get started free at </span></a><span style="color:inherit;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.qDWhuyHJaUTvfSy3RBD1qFVOZ7p-Kwu-DRPM8Dg3M1C7MRrEqu81bq10qYCoi5UA4qG8amA6Q6KPyiqrwcjijgS5nymk69pusD9JWyl5ZxbLESkCByIH1OyQ1nBqiYB7SZBXharGi_PARK-QnZULdbmSnNCDGp9rryrKQ3JNPN8ACDZ4ebjGyO_9JU5V24d0UXfi-K344uh0bQyW-iR5FsYQammx5qmq3vU-G_ujlSvSnNVh1M8_arIU2Jo9ywtD1e6j4niDnbx6mt9g8cwbJQ/4r1/vrtpX6wZRbSUzauu2ntgjg/h18/h001.p5hdyhrpYxSWuk47Oqganqsob9GGyNtfh74d1v4URZs" target="_blank" rel="noopener noreferrer nofollow"><span>viktor.com</span></a></span><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.qDWhuyHJaUTvfSy3RBD1qFVOZ7p-Kwu-DRPM8Dg3M1C7MRrEqu81bq10qYCoi5UA4qG8amA6Q6KPyiqrwcjijgS5nymk69pusD9JWyl5ZxbLESkCByIH1OyQ1nBqiYB7SZBXharGi_PARK-QnZULdbmSnNCDGp9rryrKQ3JNPN8ACDZ4ebjGyO_9JU5V24d03W5hugusg3STCz5voC5IFWgn3wcbdEcyL_LvaydJ3To9v1JO7gGjaL1m97AkeYtxXJt7f1YVH0HzZNOxozpDTQ/4r1/vrtpX6wZRbSUzauu2ntgjg/h19/h001.efKYkpYrDVXM44WQP1qVJz-RUdxmoWF9MdHXP0Rwbfg" target="_blank" rel="noopener noreferrer nofollow"><span>.</span></a> $100 in credits, no card. </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;">WORKFORCE</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%;">IDC: Agents will trigger $1T AI supercycle</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.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQFvohib3kjvXWl66kUhtWSRqaLg-333h12Qw-XxdL4wKi3d3rIxvrZ8o5Eu5Fuu4-YAfEqDsB_GSaAqONq878GyOhneEb1_MhCiXqsE8-exb845jtxEricyFSHCok1TgJDP4-46ZC95oZZLtjy6VEN8gPUJLVV4FZmFn6Y1v62AZtdD1igmU2LfBLN88Aq-gr_k9uletymvBaNNFQWV337dDyubEgcZkX4LS_h_AvD4pVH5CMFDk7JbUgRr4eqO3Yw76Jzs1OEHvYhjvzDwe1zgpdsMUXQCUfeVd-5gern7iQ/4r1/vrtpX6wZRbSUzauu2ntgjg/h20/h001.nC-YLM9uXcBFAOehIHzSPoIWMRe9WFBT_w8xEFez-QI" 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/b21f98ff-7cef-4a81-9d04-08902d52792f/752a95875a2f5fe9ae0e9fc338e3b276de3ccf83-1536x768.webp?t=1780033129" 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%;"> AI spending is already at record levels, and it's only going up. Research firm IDC projects that global AI infrastructure investment could hit $1 trillion by 2030, including a fivefold increase in enterprise spending. </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 spend is part of the AI supercycle, a central theme at the IDC CIO Summit in New York in May, where IDC tracked two converging forces: on the supply side, when surging infrastructure will be ready for inference at scale, and on the demand side, when enterprises will finally cross the inflection point from experimentation into production. </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%;"> That moment may not be far off. While most organizations are still in the early stages, IDC projects that by 2029, AI will be in production across most business functions, with nearly one billion AI agents operating worldwide. </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%;"> Meredith Whalen, Chief Research & Product Officer at IDC, told The Deep View that a key part of ensuring enterprises get their desired ROI is having the infrastructure to bring inference costs down to a level that scales across the organization. At the moment, a capacity shortage is keeping those costs high. </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%;"> “Right now, it's okay, because we're not seeing the enterprises adopting at scale yet, but as soon as they start to adopt AI at scale, they've got to have the price per inference at a reasonable level, or the business case won't be there,” said Whalen. “So that's why this timing between the build out of capacity and the adoption by enterprises is really important.” </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%;"> She highlighted the need for enterprises and leaders to focus on building the foundation, since that is ultimately what will allow them to take advantage of bigger, more useful AI agents that are coming to fruition. Otherwise, they risk getting lapped by competitors. </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%;"> “[Competitors] may have operating advantages in terms of speed. They may be able to redeploy their labor costs into other areas that will help them grow or innovate, and if you haven't done that as a company, then you're going to be behind,” added Whalen. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> While the promise of AI agents seems like it's been around for years, Whalen explains that what we’ve had over the past few years has been helpful but not transformative. The next phase with agents is fundamentally different as it will actually reshape workflows and how work gets done. </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%;"> Whalen gave some advice for this next stage: </p></td></tr><tr><td style="padding-bottom:12px;padding-left:37px;padding-right:27px;padding-top:12px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:12px !important;margin-top:12px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Meaningful transformation</b></span>: Rethink business processes and workflows for an agentic future, which Whalen calls one of the biggest blockers for enterprises right now. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>People</b></span>: “Organizations who are further ahead have actually spent a significant amount of their effort on change management and addressing the people part.” </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="font-weight:700;"><b>Embrace it</b></span>: While it may take a bit longer or have multiple bumps along the road, Whalen reassures people that AI will be a key part of the future, and we're not just in a temporary bubble. As a result, she encourages both employees and leaders to embrace the technology, as working with AI will be an important skill set to develop. </p></li></ul></div></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The conversation around AI investment continues to dominate the agenda in most businesses, driven by spending numbers that keep growing exponentially and leaving many wondering whether a bubble is forming and what a burst would mean. The concern is especially acute, given that many enterprises have yet to see clear ROI, particularly from transformative and expensive technologies such as AI agents. That makes understanding the research behind the continued advice to invest even more important. It contextualizes why analysts believe this buildout makes sense and helps justify why capital continues to flow even as the ROI picture is still emerging. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:232px;"><a href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeFCsxgaiiSFhhEZXgbyLVQG9VL466Ba62EuUEY3bWfAVu0z1De_zYWNWmJm4K7j_PXrr15imhKdfPu2RkNovaOFTYhOe7hiBkp7z1FFxoB6C4-SOJ1s-cwkfTsMiGjocxHEtXNma73flAwaS_dMtXnFHZxDOH7xV40-lV4GuPfA1wYQ2JF8eIFF3JMhwUEYSZ3KhDAjorJwz6cQH_D3OwDvUBEy_zceeUuC35ODzPalwgBH39CBuAbYoTg7j5LHvc9ovuDKf6_N0-ivg2Gt3ngk/4r1/vrtpX6wZRbSUzauu2ntgjg/h21/h001.Ma14Ve643J26n7RTOcXFju6NWL_SVNr0RiulRuAIkX8" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e7e0e37f-8f6f-43d4-9af9-1a1e0c886e42/sabrina-ortiz-byline.png?t=1768575206" alt="" height="auto" width="232" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:#376DFC;">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 plans new unit, <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeNQV17bivccHNL4Xm_RyIekQAywooyYZGJ4JAq-wGU7P3iZ97fL8M4jOk4CrGS3LzCfAV8q56x1BX3KvEI46TAOzLkkb_lItyKiGJvzN8PTpvHurSMKDm_JRzaCbnCFy0_pd7kQlYDFcCQulR1RYCRca71y7oU08bYRctUXbhQhVu4XB-ue_obUreywY6e47-HR9D5nJk-6XejfszKczN4yZK3ZbS20nZdi-nGonuBoKjl-YK4c3ciSwh8NK3fLOx0_xQEnfwXe_Pj7CxlfMpgsYd3igrBeaIQA7NLGBWp5RtwruPWXsTjYkpzidIC65tm6lgTp8WMod_j8W0EMhzAjA-Rb4fXGoC1w7ndIaCWp1/4r1/vrtpX6wZRbSUzauu2ntgjg/h22/h001.wlCKEPHR1dh8WQppZEmNatYajwsUYIoH3LD4sVlKrRQ" target="_blank" rel="noopener noreferrer nofollow"><span>Enterprise Solutions, to push AI tools</span></a> and services </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Wix lays off 20% of workforce, <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.7zYFXt5AA3Px2NyJbPz6hFyuXoi17RGB4VnvkiBYVY5T5dIF6tcBbev8h99H_SeA3Q-a_cRuk3HbSyvahlgRdeSpUKKH_3Ld24a4X-QL_kpHhhiP84xmCOSN8KEnMzjt22pG2Nzv0mBPrpQGLIx0CQxtNwyy6Vycsig8DsA3-B5TvOUgjFSgeUatxIczvvB4boCeLJJc5seL1GLd9OiXphNjAbaUZfSVYQkogdgkETAhRj47aUtTTjT-XetuT2cDNtTqH9abyJVYBZlvyoRJ_-8P-l3yMF9851kHL6_PqIU/4r1/vrtpX6wZRbSUzauu2ntgjg/h23/h001.DzOB_8EJNWWuPztl6y0aXZm4MDmm9hH8mbJXORrXrdA" target="_blank" rel="noopener noreferrer nofollow"><span>CEO citing “fast evolution of AI capabilities”</span></a> </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeA0jRZMFMy0fzMUA3Jxn85AJT_Gqzt79xC0QobBDvALqtxIBUMFqlrrh6iGx-L4S2nrPQwgI180gBIKp_U-GUWPuoQHkibNqIAGiUJPnWkCrQ7LVflr2KleMQnLKHGEdmLSDedJhM_YB3uJOLe6a8BnbP1oRqb8DLf1nrpfcBjQFxw0wElLa-j1DGGP_GJYRTrHejFJ_6WKLBzGZb8Rkx7Bqfb0FQMxXw2NDPDmIuqbXnMeJth3znlMiWLOX1aLC08JAObXm7faJmI6t-BsyHb1M4-wNJZNMAF9_NiJXE9iNCNr1builiUOMzA-Pi5xgzrqgNzA-yjvEFQI-o5gqFkw/4r1/vrtpX6wZRbSUzauu2ntgjg/h24/h001.5L50TwIGmdvSKZvqTDOQGP47ttlgk5eSBxXDno3NaFM" target="_blank" rel="noopener noreferrer nofollow"><span>Zuckerberg said a Meta cloud computing</span></a> business is a possibility </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> Meta tests new AI plan tiers, including <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.5sXVVvymMF6ZsL5-zBaSfABNV3SXC2nR-1ffnN8nMOeHTvlIjlUpySImKiT373mDXi-zvkWDGxesx6UFZqpVVKRrw7EKMuKrJVXkmMPaSoRktU0a5adKS42o-ZgAJgvdDxshZzkcKGhsFXOa1Y_63Rj_uGpG756YMcB-zD9MIGf6qFdlufYTySQhefnWGjEU7DdXi6y-q__AAkWbbfuWrO1Ju3kdcoj12U09SVrMUdRXLtBM2R-OuSy1S5aKHQkOE65kjyb7Y2yLoCiMa-Aes-D9J2TbaY4viw1oR65ZA15M3AX1oHW8XZZQ7ZHg3UBg2Pi1EW1XQEQUV28rLubE7PWRmT4usUODaASB-HHTZTRowAQsA4UP7cUagr7tmqH3GqjWI6LmUtnJCkdBX2vEpA/4r1/vrtpX6wZRbSUzauu2ntgjg/h25/h001.GAkjaUlLwOzCRgO7esL1hGuUiNzgvugqwctN0cYDQyM" target="_blank" rel="noopener noreferrer nofollow"><span>Meta One Plus, Meta One Premium</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;"> Geordie AI, an <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.pVz9habVd8BuGO5KajRSpvdkL1eHv43VTw6DUXZmNmHbSUQ6074tW5ctBejBzDVVhgJ5TMxvFz2lyvLtEDME36Buhtbt9IiRK4ERs_TeXgrWVtZ46pU7d6qRrBWP833gKO1T7HtBDy4Q74StmeyvpDOIb90mQ9Ckl_2UVR1439_bW4XX0n00Gt3XoGOOQeApOS7LQ-gU2zxdKVZeCJGRXzG07vFYH3Z2Wt_E4CoF_0W-6hkiaA7sV5RAbe0E6Ai2xACXUblw-SDcp0__3jqPn5zRjuS81BtjZqqBbsJn44bq7gZKdAlHgr4xYCb-k4L7/4r1/vrtpX6wZRbSUzauu2ntgjg/h26/h001.94BxlASWcTFIu2cH19wkASu_0toQEjPVcUIG-VS6rOg" target="_blank" rel="noopener noreferrer nofollow"><span>AI agents security startup, raises $30 million</span></a> Series A </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> IBM, Red Hat commit $5 billion to <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.wZPohD0JH12EksCsbt8ZeMjA5GCbpI9M9CqNlwNyrcJPLqxmkI9ZdCqWv2nbX-g2VFnaDE7lGXMBWwSvK7mX6kCnUZku9CdXw71oYQTirjq4_tp_UzMROfSH1RWk489KnIlLtebbNgvwaLgLGW5lrY4GQK6L4K5XtxxZSNarLaI7bdnh1Y2Zqp2HOG7ixlIDe4CqUq4y6STmfVNnnR5H0p7w_Dk6PkwVCmpRDB9WQHD_K5bcufjYJnvOXNLBgTT5jhwO4Qbs8izzt3TrlhQrvEoEngp0PoCzcQomTJRzwxZWFG-OrXuhkBa9hVVZ83g9vbQKO3uzVDikV5QC8joWSxHZlkGhN0qeE6noT5_1wYcOZsjtUkBoLMPfJQVEcJMflAmmJKJM0ikXK_JDVRyGRbNPNRQWRfD7iBEF49ky1UM/4r1/vrtpX6wZRbSUzauu2ntgjg/h27/h001.BF8uwSwXMekKwMTM8Bc6rbH4DORCeJqcKbgYDD7peCw" target="_blank" rel="noopener noreferrer nofollow"><span>build trusted enterprise clearinghouse</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/u001.7zYFXt5AA3Px2NyJbPz6hBRwHeKnFPePhSSgzLeMSg2zCgo_5YbCYUYjZhWV8aeyiGZvF1_DAz1IkSQ7r2vDv4BUkz8mZiFsoFB_zy280T3yFQ85lvKsYM5dxHnQO7m24XGK28uocqrxrbQ_5DrJRtpEqumCTtFnL5tEx_GX1bkbbFn1meY6kP5Wd3p-S4IlxhaDUDTUqVnlAjHYct2h5F87gjMe5svOH21b3pif0ctH3RyDK4ZzNftQPDe_ktFtDFqlg2xnL90xTSJAsL1EFUvOvHQ6Lf8BIzT7e0y8d9E/4r1/vrtpX6wZRbSUzauu2ntgjg/h28/h001.cXHH7uBjUuXXN5msMBQdTO-0pcaGJr5Loy_lS2Ufr98" target="_blank" rel="noopener noreferrer nofollow"><span>Tencent AI</span></a>: Miora, an AI creative agent studio, is available in international beta </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/u001.7zYFXt5AA3Px2NyJbPz6hHyTTt-Ynm7C5G9zY0tgtqlweSvVQIbKD8INecbFcunzG_bRprJuUxpgyUshk7aJDsYxan3RMd_Nep8ybhnPtxhoGieCivJxWO2xSMsKZ1t4kOCZHOzHVaENu2H3Nj0p5QSJq6tmEjAB8nYPYcUoHXVnWu4pPBcTpcTYGrXCJJ3p5HUZqiBDTTam1AU3IYPNeUhtZLkoV0HdI8Km7BXxEoLX5tZrg3nJdKwl05en90Da1hMshH0rEDAIi4jFlA9PQEgSPHOuLjDhMAxhpv708Ek/4r1/vrtpX6wZRbSUzauu2ntgjg/h29/h001.pqOeYjBOVGW96mpU3yfBhwmiuWqO6x3lgXuoezSV5LM" target="_blank" rel="noopener noreferrer nofollow"><span>Ask YouTube</span></a>: New conversational search experience in YouTube </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/u001.7zYFXt5AA3Px2NyJbPz6hDu1qBtGIUVjLQNaKkmy-K0DynLhDeSVs98g1aTWG_DpW507QSQnK2ytwk9d-bZ4tMEDRUWwhsYha0QvR_27xgmNwotiRUiYocuG_a-cN3mvcHXmIK-Fh8w-Cza6J4OM1d0q4_YnWn8Ka7Dk0ylc7K6QTpgOy9LvSMvQw_Pt90gk3r6LrWxbrXXiN9y_dW-HO9vKaSkMXXnvlaHMSkXu7WibmoXgkh3AmR_xkTof1Dw84U7hC5DfAsyq2LcKwJUjL6fg0PErk46yVE_jMIVPNBY/4r1/vrtpX6wZRbSUzauu2ntgjg/h30/h001.dkSwly4-9eDXRsZhBzJJ0B0M5Q6FCH_ZmCOiKRIKq2Y" target="_blank" rel="noopener noreferrer nofollow"><span>ElevenLabs</span></a>: Stan Lee’s voice is now available on Iconic Marketplace and ElevenReader </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.wZPohD0JH12EksCsbt8ZeLiF9V2Fm89x9y2LcIRy1CK3CjZOwcsFgtybh2gm_29p_YUZnWhr8uC8psyoEMm9j4xis8dk7ZtQW4dwQTbQ3zpl6DZZD1v21iWZwCmqY-GWsLXct5s9LmTBe8cdN2XIe7klXLOIO6-7DekVH_uLOWShL9KyRUlX2e8pPWu4TiLwnArbtngTVs2mBjP4r9ckrj0OUDwNPix_o2zSDBvXlHRKughtobmsMtlQjIrZ3plFD-SycemFyfXJ5nKnn_u2YXwKcu2HHMz2EsIZvI4pBG_psVhQLMCY9PWSRaQRez9ByIbrR2gIhSLH1nC2NwRKqA/4r1/vrtpX6wZRbSUzauu2ntgjg/h31/h001.W6qOXbxztp3svw28XOLRy1ielmd0xpCLkMQWm7lZKZU" target="_blank" rel="noopener noreferrer nofollow"><span>Perplexity</span></a>: Computer is now in Microsoft apps </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/59a9786e-3e6f-4d47-894d-f4d6c2e0f52d/Talent_Board.png?t=1779995943" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></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%;"><b><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.AxwEyJ4V1O9c3ACt099WOQlrKTC6npFvxUw09Xe1HyxdoEfU_Z7y8x3UENsDF6ht2pQfgKUrpJmhptmU4NQYPUVWw5qx07XdzQB6WTdngsCBvSt-WWF57nKY3ZPAMHif7XpB-D7VhM7IhgD_ColqLYVA3fk47UKp33NLsQ5pZ6g8bRuyFr2f2jTjV3cQJREPZgEhlJxKElqPJ2oXs9u3HY4bCe_MQRwc7u0sefgoUPX5-Hjj0ThqkBZh1WgmqB5-rLkkmcbUKU1VKc4D8K9mNA/4r1/vrtpX6wZRbSUzauu2ntgjg/h32/h001.GEWdBskywCtoy4oRx0tjwflZEVyNvW6cvcN6llF89r0" target="_blank" rel="noopener noreferrer nofollow"><span>Be the future of AI</span></a></b></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%;"> AI hiring is moving fast. The <a class="link" href="https://elink983.thedeepview.co/ss/c/u001.AxwEyJ4V1O9c3ACt099WOQlrKTC6npFvxUw09Xe1HyxdoEfU_Z7y8x3UENsDF6ht2pQfgKUrpJmhptmU4NQYPUVWw5qx07XdzQB6WTdngsCBvSt-WWF57nKY3ZPAMHif7XpB-D7VhM7IhgD_ColqLYVA3fk47UKp33NLsQ5pZ6g8bRuyFr2f2jTjV3cQJREPZgEhlJxKElqPJ2oXs9u3HYTdjEIViGQJlaQoG8F3Yy89f61pyxwyRxCuWrCcdKVJKA8vt2dd9v_STYFSV1H33w/4r1/vrtpX6wZRbSUzauu2ntgjg/h33/h001.OtHn0STiomddQU6xc49iTpwEHmF6BFfc2GiLp2h6v1I" target="_blank" rel="noopener noreferrer nofollow"><span>Athyna AI Job Board</span></a> makes sure you don't miss the roles worth your time. </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;"> We track openings at frontier AI companies like Anthropic, OpenAI, Mistral, and Perplexity. </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.AxwEyJ4V1O9c3ACt099WOQlrKTC6npFvxUw09Xe1HyxdoEfU_Z7y8x3UENsDF6ht2pQfgKUrpJmhptmU4NQYPUVWw5qx07XdzQB6WTdngsCBvSt-WWF57nKY3ZPAMHif7XpB-D7VhM7IhgD_ColqLYVA3fk47UKp33NLsQ5pZ6g8bRuyFr2f2jTjV3cQJREPZgEhlJxKElqPJ2oXs9u3HUTIAmhBp9a-34WEnp1LBtFF-5ZmfoUrqpTFFqvL5BaBxbu1WbkE1NXG8gfg4jAtnQ/4r1/vrtpX6wZRbSUzauu2ntgjg/h34/h001.Vk9nOFHMKqOSyow4KDnkR9gO3FfUVxlQAkrih15Y8TY" target="_blank" rel="noopener noreferrer nofollow"><span>We match them to your profile</span></a> in the background, no scrolling required. </p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"> When a role hits a 75% matching index, we let you know. </p></li></ul></div></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.AxwEyJ4V1O9c3ACt099WOQlrKTC6npFvxUw09Xe1HyxdoEfU_Z7y8x3UENsDF6ht2pQfgKUrpJmhptmU4NQYPUVWw5qx07XdzQB6WTdngsCBvSt-WWF57nKY3ZPAMHif7XpB-D7VhM7IhgD_ColqLYVA3fk47UKp33NLsQ5pZ6g8bRuyFr2f2jTjV3cQJREPZgEhlJxKElqPJ2oXs9u3HS5afOB67Xei2gVcWZMqd_eqlU23pyPcFw2dY1LySciTd4BAkHiFbooj3yp83PkKvw/4r1/vrtpX6wZRbSUzauu2ntgjg/h35/h001.kyUFfKdiqNXOOeP2nL32gKFydgYxVDndoX3nrugqmfs" target="_blank" rel="noopener noreferrer nofollow"><span>Set up a profile</span></a> once and let the matches come to you. </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><b><a class="link" href="https://elink983.thedeepview.co/ss/c/u001.AxwEyJ4V1O9c3ACt099WOQlrKTC6npFvxUw09Xe1HyxdoEfU_Z7y8x3UENsDF6ht2pQfgKUrpJmhptmU4NQYPUVWw5qx07XdzQB6WTdngsCBvSt-WWF57nKY3ZPAMHif7XpB-D7VhM7IhgD_ColqLYVA3fk47UKp33NLsQ5pZ6g8bRuyFr2f2jTjV3cQJREPZgEhlJxKElqPJ2oXs9u3HcwAic-VPPRk9V-h32oZZY1X-Z9p_wCjWNGDb-8izc0OU7RoeGYkyVrVG3FaMEGaDw/4r1/vrtpX6wZRbSUzauu2ntgjg/h36/h001.zynisxgk1iSNwSPapRTCO5ouuFNnTGc3EBVnLIaJegk" target="_blank" rel="noopener noreferrer nofollow"><span>Find your AI role</span></a></b></p></td></tr><tr><td class="dd" align="right" style="padding:0px 15px;text-align:right;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="font-size:0.6rem;">(sponsored)</span></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;">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/750b5e80-f3e6-48e3-9759-8f8388e97c8b/AI_or_Not_-_TDV_-_2026.05.28.png?t=1780032983" 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-GuAtwimuq08hFrPBRr2glrKHHTefGzx4zYyIfW3Rx7tgWzHRziPr3WzgU6S5wQdNRAUYWZ0dY38rkY6O15TcNAIaazTCInEG_9zGG4lkObn10qZa1yaeg9ibtxVU5ABdwnEyyoM4KpoD08F-DQAtiXOaZTqRZtaGr56_DssbKge73W29blfT9JyH_F6Z9MwTwMUpvg7trRak-g-7sOCiLmeYRaBgPsvLWrHbwMRZewkY7T8uKRg93dGsXyp-t6x_Cp_IgNO6GpVyy7u0meEtECWJrD7tXssjHJxXmcRE833CNhZuK7A3Yr9d-zWIIgyGKL0BbDZLBNGjdKCSyjF5HWm9B7_PjirpUwHGtpK7KxGkQK9zOjycEj2tqkSvZC20M252oi5RV8NjpEUNX76gZK0iZGn4RB2KJfhKdjd95-KZYMGZtA9yXW8xuEtSqsj1TPhgK_9EEc1r9SQWNgiU1umTqFbxBYxKL8_vNoJolawTMaf_MZD56ghKc0kQbz3sMynCR0xoaWHVxz8EZeH38oWrkUHXASuQ9TZsr6p9it53h3ZGeI2dkhq4xMiqbRhtLQ6yVEwUouT91fX7AyGJB-GRXMYWpgxLm_uMW96VmF8U-mUgTk84bAjhrNaXuRKtAHFf4c6OqzGkL43AJ2bWQoliaMQAAQqi8t0QD4-FAGKC_3A3he4xtAB2aB827JXDyen5vgSAwZCWErin1kgN3GDJMfkC0qF1imIA2NoWQoLg3zhu4gRdmiyq63cAWO9R4-FQg6-Wxaa-it4P_bGQgWwMqggd2owtus5mTCcJtlxADOljnUq2wX_9w4ExTbTopiddLG3djT7MzRa1HHHBKKmu4bfs6Nvz67XfDdjSNfDJvIVrtOAYXcHDnfiRo6TS9BXHhy2fFMz2Y6IEHy875VqohexufKX4/4r1/vrtpX6wZRbSUzauu2ntgjg/h37/h001.9UXpm8ELos13EayY_IVqPewlai0Iakqi9QdQmnariQA">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_8lf7SI4pHFATIZW3MFYWDBfQbyNiaNFNx5mvV5f0QHNpLvsZykH_yDaL3l-Fhry34hwI8eXoImmvnVisSfAO_IM7Yd1lFrGB26Bzyup35lgoyw_ZPq31oOq51PuqP596JAmTtgqfbnkD9W8NFdAo_IS_BrQ7zEanzZJQlgVF_KsFGd9-_isnjln7TXhl7jh9uUCy5Jzn3S15KFetVJO9OR2vkv36o7HlVpT6w9qMxNR-s6c3wWokyNWPGWXoLzML0kEOWmMF7oSLgeAtDf9foQXC4KR8d_A89pHMWR2A8HrRnHDpd42JLP376n-YQ4PHC-RVwDMCSHAxTiMx3uo41OE7OByCSjn_7UZabFuLVq5E1v4OiDSJ4dp9-_xhvoZtH7bRaXTnzBvef10qB7R3du_nTZrc3hdGyKfl-GpFJDd4dkcf2C9KSCY_-8oUoyzG43zqzFYVrfqzhFPF5G06pUlo1Lfi85YWN4YabfTeoMB8TTk4ROBOGlc0IE8KGQqNUfw-Ug5C2ehdO8VRpVqF1yLqceHwjYhbjjsWD15DSHOt4Vvuipb9u3NZWN7Hw9MaIHBuGGHfEsFDXjNAnSj5tneCZVXJt82-hRHiB6PSjITjHt9jxlwsPolvu4o1H57MF0Da3dKsvISpGt3O_k4jlvZi5IsZzJ4Ja1Nzotpbun7tqPt5SxDqTJVMETuTPrHuRs1fjwATB9r8sbi2w9O683aZX50ui2cspNrX-aVlGNPwz2F7DRSUVGJoFSC9ZN3K9fI9ehpgHWSXOupgWkNUDg5ak41lCvoqsgiVML_8BQGMU2qYBHPPr35przpx_omRoqWh4Q58Asx52qXF2dfQeCW7iE1p7RNMijClNbAotvlTnmg4IQxhpAM-49XiOiefjezYFSfQzAe8U/4r1/vrtpX6wZRbSUzauu2ntgjg/h38/h001.yeXZAt7VPE8wZnRqlFJhcRpu8HIPUq7m7QLtjRm9Km4">Option B</a></span></td></tr></table></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr><tr><td bgcolor="transparent" style="background-color:transparent;border-color:#CDCDCD;border-radius:10px;border-style:solid;border-width:1px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="color:rgb(55, 109, 252);font-family:"DM Sans", Lato, Montserrat, sans-serif;font-size:16px;font-weight:400;">A QUICK POLL BEFORE YOU GO</span></p></td></tr><tr><td class="e" align="left" valign="top" style="padding:15px 15px 10px;"><h3 style="">Is your company investing in AI agent deployments?</h3></td></tr><tr><td class="ee e " style="padding:0px 15px 15px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYWnC5wo6c4VIgYAA3N8VlGMmXuU5pZoOgYYeZnAEB4M3HOc-uFqrJUsB4E5TWmjV8xEImjc7hqud2FUsChAouPpuC8IjwNzxuGO9J_-9YylJzhSVO1vF4QL-K5pV30p4rP4dkNBpg4nKE8IoVx4-KDJD2qrHFoW9PZrZPPZ-7qSEV1NcAQX3QPS52WT8151a_ooyooDaqSWOOBnIwY45dJb6oQDEsGQLs2L3Z3txRCmlvxgQbUWLwOxCh8ENj8M_XGhC0-IATVG5vY-BvWnvjTEmkJFR5-iyrGCNDXpZ80Uhwj1hRSks_QBauWAUvxbgyC86yhxGj4-yG8huowAoAjq7OsUB_Zc_eLk7robzD842PHZ-ecsjVRRVrkNhQYyj4y2Z3iaztJ2D362BgkROXS-F5L0i1jELZzdG7_zNhtc3OuoizvHbrrBsIu-MGq9I1tDfHZ-BpBBYOYx0ivPf97jKAr_VbO6jAI3F4CL3YeXRzqFOUrUYtkzrSLu_lTKPn6fimKSWlmhumIep04qgqN694XPnOKUPkZaZ2VsKcJA11lVHGY_F2kBA8SKaTh0hX0_-1Q1oDKqcy0NU_eXTXfQ2n_XncefWr-Oe9JoeI5gclWCMczWDxNz-H-bhOF3kxTJ78AOYVFJAbuhIod_hUdtvm_biUusbwTAX0ZWr76jUvHlNSBzGKeOi-I1JL_s3YSHrr6oUeQGEY1GpLXoSsuD9whlMTgmRcqn4X2HucqIC4F4BnyPdcB6h8Lw_fYuOKp58OUz9Eu6erdWJrx1ToAXpqXIKfIHvhPgv1R79089FYSL-FX9F-hVuQ-_5EEgYfrgDWHAB_vOkZZIyYum9tve3vjIJBDQlG_vjklGSJgVaQz9nEzRg0y0bgzu6eVvVeIYa3r6qe9pIrFsRTnnyE68dURMCOEeHVR6SZKf6e5SxVXJthUWTeD5F3-wU1aUAWxUfUZnomDe9f1P-6WotkygWNkMDfr1MiID7g9DCy9ii7IZmca6jO6j-Vrc5eEaWg0/4r1/vrtpX6wZRbSUzauu2ntgjg/h39/h001.c3p6uZtJiZhi9E5o1rp_CluNaJqQGSZCEY7T6uBZWNs"><p style="font-size:14px;color:inherit;"> Yes </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYWnC5wo6c4VIgYAA3N8VlGMmXuU5pZoOgYYeZnAEB4M3HOc-uFqrJUsB4E5TWmjV8xEImjc7hqud2FUsChAouPpJ35pbOg-1rSWX7Mu2fmRPNqkvNM09w34eqQYqI7tpd9BWp6dCcu8mAJZn6O1CsZnVZ2Mu6LPTrmKTKGc84W_ukCgXXvxmLj0BbskEUQ5cTjhXeetQexYNZIVV0Mb6XPS72K61z60JumqZ044RnyKH78aVRs0QtqA28A87-LJMzp1GmkfkDJ4-FSmKP6U-J9BZiWcmZdjBJsNTuYWO6UkM83YvPmV9lHQJBvq3_uJYVRwmpm1KpS_8sbFP5CJToVmmbEuAAhRlWQq9_oR9kzizQTt7_-aIZ-stKdIbFS35uxSgK7gL068uaDU6KZpNhzAUROvZsfJ33WD6z9CWqFbkV-r5_VNWuoFjZovfs0MOetXmbsKLL3jvQ7zSlodKzhUhzJODq1q5miJvceVa1dKGUr6JThhD9QN0XLuaPtIXTSKleui0y2_NwGslcwNbcSS6wbTSXkjZDiwPuuKO625y0zqf8SSXfdLd9cvv8xosJR3tVOl1H4Y-f1xtrY2dgWu5Xa1Tp-QclO8x7-VA0JTVY7nXLwx16vtr-EApyTWWVjrxJ5Gt2z51DRXbSYASbMxl4OBTCjhywqQVBL8Sq7SYONLcGYuW_9Ybr1fDsfgIy2fhBfnjzU_FPJp_v4cwZTAK2H1iUshroP-DsA2TLk5AuYn1wztHW9ProYnvmiWO5ZOH6WrntMgpbtZqQUiI8cqFu6_fgv3t9jYQvsicXu-qQ-S42NQkh0DCc-OCbUKRnC4nfMk_AqyUDMUTDdlF_NGAOcPQaTm8ZNjBwymE2jprZAJ93bYJ9JRM4eBUUsBn5KomNaYRJNSXK1m-SFNNmh4itDVuBgiJwXXsPRBqJzpukn2unheWhBc9TOh-wk8ha7zC6IfLchpoxX4FpYXatGVYT7hPeFg-x4D2eWJIusej-nVGlmlYxxb0LcH96hMlZE/4r1/vrtpX6wZRbSUzauu2ntgjg/h40/h001.FyGx_lQpGdVuJCgEY9T1qp1UtQB47gYGzII6abCjYvs"><p style="font-size:14px;color:inherit;"> Somewhat </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYWnC5wo6c4VIgYAA3N8VlGMmXuU5pZoOgYYeZnAEB4M3HOc-uFqrJUsB4E5TWmjV8xEImjc7hqud2FUsChAouPpVuq4y9zsYeCTP2H6bvV7W98KfrtHdYgC8WVnmiyLaV-HIzgZ7_Evi2GPIyjasZkgIYC8BPJ2WuOnPtEDaT6q0NGaPnlIjnzAGPW2bbr_RYEz_d35b9n-9t2xjLXHQvsS9KpnlFL6VSMu369b4c123Y1W455z6u66-WC9Wf9Y4YezTCru3GF3xBpcNuns_TNHIdy22ftVccdeK1DQb_pW6nl2dgqYVz4TjgDcBWM6yzpcayKT1uCh9R2VYYR3ItnevqbuGtEINjUhT4V9tZMDrmb14YMEcYMJNmcW6QhdAdOQaHqt-Pz2kotyL1ck564UpTPMlUZMIhH7IHJQv6kEck7dhcExCfZPC56xQO-gx4Y_jqPuq1IvprIwQtWTWqNtzco_s5bDMIL1SI9HhnUUpoMbtImENwYTJTZ8GayzsYeAhkX7dN6I_nRi1S5kTzsjJZmdQnWGovnWivd2k7nKrrd9PqvvZlG6JW9Go9j4PBpK9KPJUMfSoLe4-Vlm1suKhOff02Cw0ZoWb2wXqnyvp5jzZdbn79si5XJ53ZF6vFGoqDIMZ5RyyLSQ1gU-d257VW8R9I5TJ3t4I-G9O82aQGW22vA9d_cYTMh9gPP5DCvTnZN9Ks7ZUxcm_DXxkM1teRZDJ9elV8-P2BDA1jJjhtJbCeibMKRapfKwg3dEjW_nhxJ52UYgb69dmHwDQlBhDFOA0jeA3xnmUmw8HLRHBqYp14qXhGTEqvFjVzQiMcqfEp9BUJUsVBojAvbDZ532R9r9_Mwn9fop1FdolsAhPbx-pxeejWTfcICAGSGFqxsZe1a_27hH9QFBYURv0chcLmGTnNAT92avNs20X6RXT47XcR_DjS8lv3JX2PQn5nyScvJJQ1YLFZcx5yiyPMZc58Dwfn9DqGrJIAAyiTqF2WMnsxANmPmi5LLV4uAnMCs/4r1/vrtpX6wZRbSUzauu2ntgjg/h41/h001.InRT1k-aXEF41o30QXl1GJL6DHlqtNtkuJ0kfTA1N74"><p style="font-size:14px;color:inherit;"> No </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://elink983.thedeepview.co/ss/c/u001.gKxW2KpP8aPe_QMyOQduokBEDIe6892b9r6MySOyoYWnC5wo6c4VIgYAA3N8VlGMmXuU5pZoOgYYeZnAEB4M3HOc-uFqrJUsB4E5TWmjV8xEImjc7hqud2FUsChAouPp64vG0D0Va-9EEkFwmwH1ahuBgGND4SmhTRlYD8CtVDONPkFo_g7V-apCG4FAkUP6OTvgWrjQLcJ8zvOXB2l-woET49MhLjKCm5n6YCgLohrU8_Od5RY2IlGIKR8XXtpM9U99d4sOK1XjyKa8LJt0Pg_Rpaak8bvHvjY1x5BYrwrlddwlAT2hbFibv9Hplpbi-8LtEb3cvYRvyTlhbSPGj8LBldgGaIwLY2ujQElGqQ_OaGRmCt7vsWuIO1G7Kg-oQIz1cMx9taln_fQdSoIKQ-EQqt6ZX_EQFnRfzk71T5Y0vcycP0ITyHcD96D3fCUAykHjBhXAlWtx-DrOhxQNqVmRq1cvCmfJbrregYZLzwU5KBPxH6v7Kvqq8I0P8URTmYnieX5HyloK8Byg74DDVScCObGV4zJh4Ei6WpPCP9XpZSbn56eIHllSwCEe4XXpAXsF1BJsI9DEdBMxj3sLNnPnS3tVNvG7kdF9JuA3zYw2GNKv_qYvHnltwAGy7j81KrTKXKqN412EZCL1rGc1tYuBV8qXENwR-U9ZbQxF_h4LJ9jrCp2R6Bd1CiP8FA0BVVg8KpLTQgY05RFf_zAw03_JZetyTGDabcM-7z7pJxZvYmGzFs67tCG_PjmmMnDmkXpWDYweELtI_uly0YAUJOkKKtOqgYPwPHgTK4ron9unvjx3Y9t38EVypCgAs8PQ_cLGCwTFEgjth3njzhDMEi9I-yqEGtXIkwAlzU1V-dA223in8EcAEAOiFCIOIPTKuS23O0MS6m3yLNoMxEoH_MOJSGyiMLARC4qDYXouCFpGHN7Ps7WmDdjFajdihsBtlsSH5w3gcZ9O2EywUd5CmssfJsPvw0jjGjetKtZoF1bgJw6Pvq6Hv6vWH0f1dk6OMqvLe13u3NxGfvi78TKbOH0RnIzBWl0rDUeY0B9QrBY/4r1/vrtpX6wZRbSUzauu2ntgjg/h42/h001.ddIdLYeaCdeetDeFaHTXhCgVV1IjrmG2KxvkKaTpiTQ"><p style="font-size:14px;color:inherit;"> Other (Tell us more!) </p></a></td></tr></table></div></td></tr></table></td></tr><tr><td height="5.0px" style="line-height:1px;font-size:1px;height:5.0px;"> </td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> The Deep View is written by Nat Rubio-Licht, Sabrina Ortiz, Jason Hiner, Faris Kojok and The Deep View crew. Please reply with any feedback. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:356px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e9c68369-dd53-47f9-bfce-ac12879d69af/Multi_%2B_sabrina.png?t=1768575106" alt="" height="auto" width="356" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"> Thanks for reading today’s edition of The Deep View! We’ll see you in the next one. </p></td></tr><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:604px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f13ecf40-963d-4c4e-8059-8f41083085a8/Frame_1410104595.png?t=1765345242" alt="" height="auto" width="604" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td width="100%"><table role="none" width="100%" class="mob-w-full" border="0" cellspacing="0" cellpadding="0"><tr><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:294px;"><a href="https://elink983.thedeepview.co/ss/c/u001._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqV8hggirhCMGbdgVQkcKw9sOlfGHEiqgXimxEq2IzEWsJ_2YbSxVKsmczsZL0CwKwHW_Y7DZMlVrsSbjdvgrVSI2OBg1Ra9dGQ1ANAZfWGg-qImsStnH0pgOW56A9N13w9QI54YCxUAVD48oEiE79og44B5lgbKomx5IZ3BPLHBI3eYg9QwKjLVumhAxrCAzQ7tGi8piVrYIjnOz6D-0B_pdtYINncBx7ADfNFiOl-TVaPZcBI1UeEUS_SyFJe3BHkSVy59oeWhF9qEWhZ8PIeWbQQ55TqNfIk6mBMng4ALYw/4r1/vrtpX6wZRbSUzauu2ntgjg/h43/h001.GqysVMG6liGEK2m6oRK-uyBjBEZY1Ap89XWQYgKy_5U" 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/12b1bc9b-44a2-421c-8e96-e5fd52a63ab2/Real.png?t=1780032739" 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._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqV8hggirhCMGbdgVQkcKw9sOlfGHEiqgXimxEq2IzEWsJ_2YbSxVKsmczsZL0CwKwHW_Y7DZMlVrsSbjdvgrVSI2OBg1Ra9dGQ1ANAZfWGg-qImsStnH0pgOW56A9N13w9QI54YCxUAVD48oEiE79og44B5lgbKomx5IZ3BPLHBI3eYg9QwKjLVumhAxrCAzQ7tGi8piVrYIjnOz6D-0B_p6wnkX3uSZKYnzGjCb7O1WPD559SfncMrSklG8xpXy0GW45CZDRyQs_5BBBubjtwGYOKNTR0fo6gP2rnC2ptjIA/4r1/vrtpX6wZRbSUzauu2ntgjg/h44/h001.BHs5sToXjfOvT3Ah7tFi_3FXyVliV3RzVmMgFQT67MU" 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._eRcgL6IV0j0vCz64F9DYsTYv7xewIT1mxEGOx1gWqV8hggirhCMGbdgVQkcKw9sOlfGHEiqgXimxEq2IzEWsJ_2YbSxVKsmczsZL0CwKwHW_Y7DZMlVrsSbjdvgrVSI2OBg1Ra9dGQ1ANAZfWGg-qImsStnH0pgOW56A9N13w9QI54YCxUAVD48oEiE79og44B5lgbKomx5IZ3BPLHBI3eYg9QwKjLVumhAxrCAzQ7tGi8piVrYIjnOz6D-0B_pECGTFshH5_aZJt-cxDWRojZ1DLXdQB7fTpQjQshOvzVvyqD6eVGjQIGlNe3xcDAb3Ur2GpWMvZBL8QvPy_uDDw/4r1/vrtpX6wZRbSUzauu2ntgjg/h45/h001.rLNrEFQKmUjQHaSHQF9bTns_9eSqMqLeIfCov1c5E9M" 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%;"> “Seemed like the more real hand and skin.” </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>“AI wouldn't make an imperfect seashell.” </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>“Background looks more realistic.”<br><br>“Consistent shading, hand and fingers are more proportionate, skin has more realistic texture.” </p></td></tr></tbody></table></td></tr></table></td></tr><tr><td width="100%"><table role="none" width="100%" class="mob-w-full" border="0" cellspacing="0" cellpadding="0"><tr><td width="50%" style="vertical-align:top;" class="mob-stack"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tbody><tr><td align="center" valign="top" style="padding-bottom:8px;padding-left:15px;padding-right:15px;padding-top:8px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:294px;"><a href="https://elink983.thedeepview.co/ss/c/u001.8tm-lavloxZbk7LH_fkTGH2M10dfrhzpV-xamfuX9OkU_MFUp7iXtInx4oP6nXzID8xNtHI7LVrmiNls6xX5iwWQyUb_o7A5llshqlOtBxNNYvLzvcz9S5u2nN9UKjKg2fJrAXnBms4ButMRMMae92TrMg9LCREn8T3wCE5fruBc6_lvwjj_vI9-lhfA4pvfFsmOzLd0ash475dYLilsk3Bewx_VlTop9rhfEr-FODZE1uP_RkGZZ7t5UCf40UnCR_hBrF8wUacApq8QeXw2HhKvSFvhe3KVMVLm48oIqO4/4r1/vrtpX6wZRbSUzauu2ntgjg/h46/h001.y_EswFrZiblB_yYKjVcWKeVWmBS-7Z8KRkVnbWw8gFk" 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/d87dafdc-988d-47ca-b0c2-44167117cc9a/Fake.png?t=1780032871" 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/u001.8tm-lavloxZbk7LH_fkTGH2M10dfrhzpV-xamfuX9OkU_MFUp7iXtInx4oP6nXzID8xNtHI7LVrmiNls6xX5iwWQyUb_o7A5llshqlOtBxNNYvLzvcz9S5u2nN9UKjKg2fJrAXnBms4ButMRMMae92TrMg9LCREn8T3wCE5fruBc6_lvwjj_vI9-lhfA4pvfFsmOzLd0ash475dYLilsk3Bewx_VlTop9rhfEr-FODYmtrqsQBTCzsB4gd-K-C5n0unoVYEVgDn70tufaZiz5X8ADyvgoY-pZU5MM5pWT28/4r1/vrtpX6wZRbSUzauu2ntgjg/h47/h001.ItbjUIztFyjJbA_wHAzPsppi_V9Pm2oEnPIAd-iL4mw" 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/u001.8tm-lavloxZbk7LH_fkTGH2M10dfrhzpV-xamfuX9OkU_MFUp7iXtInx4oP6nXzID8xNtHI7LVrmiNls6xX5iwWQyUb_o7A5llshqlOtBxNNYvLzvcz9S5u2nN9UKjKg2fJrAXnBms4ButMRMMae92TrMg9LCREn8T3wCE5fruBc6_lvwjj_vI9-lhfA4pvfFsmOzLd0ash475dYLilsk3Bewx_VlTop9rhfEr-FODbii9tVEUFwWAxyD2G9BFrwnG-52jt0xaPq0LSOkLSp8ZQL7rqZ2Z6OgNmdMlh67xo/4r1/vrtpX6wZRbSUzauu2ntgjg/h48/h001.obh6o6Gbud6FDbN3fCKGqf1W674eu7DfWx2sG3wgmWw" 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%;"> “The dirt in [this image] looked a bit unrealistic and the hand was a bit odd as well.” </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%;"> “Inconsistent shadows in [this image]” </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><br>“The finger tips on [this image] all have a similar pinnacle.”<br><br>“The sand on the fingertips looks unnatural and the sleeve has too much detail compared to the sharpness of the rest of the picture.” </p></td></tr><tr><td class="dd" align="left" style="padding:0px 15px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"></p></td></tr></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" 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**Welcome back.** The AI buildout is accelerating, even as enterprise ROI remains a moving target. IDC sees infrastructure spending growing to $1 trillion by 2029, with agents pushing companies from pilots into real workflow transformations. But that future also raises the stakes on safety, as a groundbreaking TELUS Digital benchmark shows models can still be pushed into unsafe behavior, especially around cybersecurity, privacy and fraud. Meanwhile, Anthropic’s Opus 4.8 points to a different kind of progress: not just faster or smarter AI, but models that are more willing to admit what they don’t know. And Anthropic just raised a cool $65B at a $965B valuation, passing OpenAI. _—_[_Jason Hiner_](https://www.thedeepview.com/author/jason-hiner)
**IN TODAY’S NEWSLETTER**
## 1. Anthropic's new Opus 4.8 model bets on honesty
## 2. AI safety benchmark reveals deeper LLM weaknesses
## 3. IDC: Agents will trigger $1T AI supercycle
----------
BIG TECH
# Can 'honesty' give Claude Opus 4.8 an edge?
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/81a0a877-6731-4963-bdc2-5b693626032b/43970f0147df2f3a8e4d6fd9f4decf3a086a0c55-1536x768_copy.png?t=1780033242)
Follow image link: (https://www.thedeepview.com/articles/can-honesty-give-claude-opus-4-8-an-edge)
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The most powerful model in Anthropic’s lineup just got a performance boost.
On the same day that the company announced an outsized [$65 billion Series H funding](https://www.anthropic.com/news/series-h) round at a record breaking valuation of $965 billion, Anthropic [launched](https://www.anthropic.com/news/claude-opus-4-8) Claude Opus 4.8, its latest attempt at leapfrogging rivals OpenAI and Google in creating massively powerful foundation models.
The model builds on Opus 4.7 with performance improvements across nearly every benchmark, including coding, reasoning, agentic computer use and financial analysis. While these types of upgrades are always expected with the latest generation of a model, this launch featured two notable improvements: agents and honesty. There was also a bold, forward-looking statement sprinkled in at the end.
Opus 4.8 addresses a major issue with AI models: confidently making claims despite a lack of real evidence. Anthropic says that early testers have found that the model is more likely to flag uncertainties and less likely to make unsupported claims.
Early testers, which include Shopify, Genspark, Cursor, Databricks and more, additionally found Opus 4.8 to be “more reliable and sharper in its judgment when it’s performing agentic tasks,” according to Anthropic. In its own evaluations, the company found that it is four times less likely to let flaws in code it has written go unnoticed.
Beyond performance improvements, Anthropic also launched some new features:
* **Dynamic workflows**: Available in research preview, Claude can take on bigger tasks in Claude Code, which can plan work and run hundreds of parallel subagents in a single session, according to the post.
* **New effort control**: Users can choose how much effort Claude puts into a response, giving them more control over speed and how limits are used. It defaults to high effort, which offers the best balance of quality and user experience.
* **Messages API: **It now accepts system entries inside the messages array to update Claude’s instructions mid-task without breaking the prompt cache.
Perhaps one of the most notable announcements was buried at the end of the release. Anthropic said it will release a new class of models with even higher intelligence than Opus, likely referring to Mythos, with a goal to be able to bring those class models to all customers in the coming weeks.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9e7d31c7-673b-475f-9c87-cf6c1be7b363/Frame_1410104594.png?t=1765345175)
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While it is always important to work on new models and iterate on them to improve performance, at some point, the incremental improvements become so subtle that encountering yet another release can feel overwhelming. What is notable about this specific release, however, is Anthropic's intentional emphasis on the model being better at flagging uncertainty, rather than asserting knowledge it doesn't have. That's become a real drawback for these models. Ultimately, performance boosts are always relevant, but the risk of spreading misinformation can be far more dangerous and is vital to address. If Opus 4.8 turns out to be more honest and hallucinate less, then that will likely be what's remembered most about this release.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e7e0e37f-8f6f-43d4-9af9-1a1e0c886e42/sabrina-ortiz-byline.png?t=1768824599) [Sabrina Ortiz, Senior Reporter]
Follow image link: (https://www.thedeepview.com/author/sabrina-ortiz)
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--------------------
TOGETHER WITH NICE
# AI that performs at enterprise 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-5.29)
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Enterprise scale isn’t a claim. It’s what customers deliver with NiCE every day. Billions of journeys.
Every channel. Every interaction. Real AI-powered outcomes that help leading brands deliver smarter, faster customer experiences at global scale.
[See why the world’s leading brands trust NiCE to power AI-driven customer experiences at enterprise scale.](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-5.29)
--------------------
GOVERNANCE
# New benchmark: AI safety is worse than expected
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/94709ca1-af9f-4cb4-9221-e6a9bbbd4b67/thedeepview_A_cinematic_editorial-style_hero_image_depicting__4487eced-85e9-4bce-8b11-692e99aedd61_1.png?t=1780034450)
Follow image link: (https://www.thedeepview.com/articles/ai-safety-benchmark-reveals-deeper-llm-weaknesses)
Caption:
Another day, another benchmark uncovers new risks and vulnerabilities in language models.
Tech services firm TELUS Digital has [released the results](https://www.telusdigital.com/about/newsroom/telus-digital-research-uncovers-genai-risks-and-offers-blueprint-to-protect-enterprise-ai-applications) of one of the most comprehensive AI safety and cybersecurity benchmarks to date. The benchmark used 620,000 attack simulations and tested them on 34 models from 10 global AI labs. Models tested included: Claude, GPT, Gemini, LlaMA, Mistral, Qwen (Alibaba), ERNIE (Baidu), Seed (ByteDance), and GLM ([Z.ai](https://Z.ai)).
"The findings highlight an important reality for enterprises deploying AI: with the right adversarial techniques, AI models can be coaxed into unsafe behavior," the report stated. It also found that "some models engaged with harmful requests more than 90% of the time."
Some of the key findings included:
* **Reasoning models are safer**: The reasoning models that think through their responses before answering turned out to be far safer in this study. They were vulnerable to 19.9% of attacks, compared to non-reasoning models that were vulnerable to 55.1% of attacks.
* **SLMs are easier to crack**: Smaller, more economical models struggled in this benchmark as TELUS reported they "were far more likely to be exploited than their larger counterparts."
* **Open models aren't always less safe**: While the benchmark found open models fell victim to exploits more often than proprietary ones did, it also found that a large open-source model, GLM 4.7 from [Z.ai](https://Z.ai), outperformed many proprietary models on safety.
* **Models still stumble on three big risk factors**: The benchmark discovered that many of the models made progress on risk areas such as political manipulation since the [last version of the benchmark in November 2025](https://www.telusdigital.com/insights/fuel-ix/resource/gen-ai-safety). Unfortunately, even the top performing models struggled in three areas: cybersecurity threats, privacy exploitation, and fraud.
“The real risk isn't that AI models have vulnerabilities. It's that most organizations have no way of knowing which vulnerabilities apply to them,” said Bret Kinsella, Senior Vice President at TELUS Digital in the release.
While the report uncovered new soft spots in models, that's also a key aspect of hardening any technology system: deeply understanding the risks so that you can fully prepare to mitigate them with multi-layered defense strategies.
The report noted, "The encouraging news is that the research points to a clear path forward. The benchmark shows the importance of testing AI systems at scale to uncover hidden risks that may appear safe under less rigorous investigation. Continuous, automated security testing with human oversight and remediation can dramatically reduce risk."
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If you're not convinced by now that you personally, and your company more broadly, need to put safeguards around your work with generative AI models and agents, then you should at least be conscious that you are taking on those risks and you're willing to do it because you've calculated that the potential trade-off are worth it. However, most people and organizations will find that better understanding the risks around language models will lead them to systematically mitigate those risks with a series of solutions, guardrails, and policies. AI is advancing so rapidly that adapting operations to manage risk is one of the most daunting tasks in the enterprise right now. But it's not slowing down or getting any easier, and so organizations are going to have to accept this as the new reality and find ways to get creative in order to keep up.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1d1901ab-36d2-4a8f-b31d-a1ccecbe490a/Jason.png?t=1766448566) [Jason Hiner, Editor-in-Chief]
Follow image link: (https://www.thedeepview.com/author/jason-hiner)
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--------------------
TOGETHER WITH VIKTOR
# Show Viktor once. It just does it.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/76738f13-1359-4bac-b421-f226a69096d3/G8_3___A0004___GFT___Run_a_company_faster__easier__and_more_scalable.___Evergreen_TOFU___18.05.26___1200x628.png?t=1780001875)
Follow image link: (http://ref.viktor.com/vik-dv-primary3)
Caption:
[Viktor](http://ref.viktor.com/vik-dv-primary3) is the AI employee that lives in your Slack and Teams.
Show it how you handle reorders. How you draft launch briefs. How AP approvals move through your team. What your standup notes look like. Viktor learns each workflow once and starts doing it for you.
By week three, finance, marketing, eng, and ops are all delegating to the same employee. The question stops being "can Viktor do this?" and becomes "what should we hand off next?"
3,000+ integrations. 15,000+ teams. SOC 2 certified.
[Get started free at ](http://ref.viktor.com/vik-dv-primary3)[viktor.com](http://ref.viktor.com/vik-dv-primary3)[.](http://ref.viktor.com/vik-dv-primary3) $100 in credits, no card.
--------------------
WORKFORCE
# IDC: Agents will trigger $1T AI supercycle
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Follow image link: (https://www.thedeepview.com/articles/the-usd1t-ai-supercycle-enterprise-roi-be-damned)
Caption:
AI spending is already at record levels, and it's only going up. Research firm IDC projects that global AI infrastructure investment could hit $1 trillion by 2030, including a fivefold increase in enterprise spending.
This spend is part of the AI supercycle, a central theme at the IDC CIO Summit in New York in May, where IDC tracked two converging forces: on the supply side, when surging infrastructure will be ready for inference at scale, and on the demand side, when enterprises will finally cross the inflection point from experimentation into production.
That moment may not be far off. While most organizations are still in the early stages, IDC projects that by 2029, AI will be in production across most business functions, with nearly one billion AI agents operating worldwide.
Meredith Whalen, Chief Research & Product Officer at IDC, told The Deep View that a key part of ensuring enterprises get their desired ROI is having the infrastructure to bring inference costs down to a level that scales across the organization. At the moment, a capacity shortage is keeping those costs high.
“Right now, it's okay, because we're not seeing the enterprises adopting at scale yet, but as soon as they start to adopt AI at scale, they've got to have the price per inference at a reasonable level, or the business case won't be there,” said Whalen. “So that's why this timing between the build out of capacity and the adoption by enterprises is really important.”
She highlighted the need for enterprises and leaders to focus on building the foundation, since that is ultimately what will allow them to take advantage of bigger, more useful AI agents that are coming to fruition. Otherwise, they risk getting lapped by competitors.
“[Competitors] may have operating advantages in terms of speed. They may be able to redeploy their labor costs into other areas that will help them grow or innovate, and if you haven't done that as a company, then you're going to be behind,” added Whalen.
While the promise of AI agents seems like it's been around for years, Whalen explains that what we’ve had over the past few years has been helpful but not transformative. The next phase with agents is fundamentally different as it will actually reshape workflows and how work gets done.
Whalen gave some advice for this next stage:
* **Meaningful transformation**: Rethink business processes and workflows for an agentic future, which Whalen calls one of the biggest blockers for enterprises right now.
* **People**: “Organizations who are further ahead have actually spent a significant amount of their effort on change management and addressing the people part.”
* **Embrace it**: While it may take a bit longer or have multiple bumps along the road, Whalen reassures people that AI will be a key part of the future, and we're not just in a temporary bubble. As a result, she encourages both employees and leaders to embrace the technology, as working with AI will be an important skill set to develop.
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The conversation around AI investment continues to dominate the agenda in most businesses, driven by spending numbers that keep growing exponentially and leaving many wondering whether a bubble is forming and what a burst would mean. The concern is especially acute, given that many enterprises have yet to see clear ROI, particularly from transformative and expensive technologies such as AI agents. That makes understanding the research behind the continued advice to invest even more important. It contextualizes why analysts believe this buildout makes sense and helps justify why capital continues to flow even as the ROI picture is still emerging.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/e7e0e37f-8f6f-43d4-9af9-1a1e0c886e42/sabrina-ortiz-byline.png?t=1768575206)
Follow image link: (https://www.thedeepview.com/author/sabrina-ortiz)
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--------------------
LINKS
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1c8854ee-478f-4500-a7a9-d5280dd7fe8e/In_Other_News.png?t=1768575169)
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* Meta plans new unit, [Enterprise Solutions, to push AI tools](https://www.theinformation.com/articles/meta-launches-new-enterprise-push-boost-business-adoption-ai-tools?rc=pt5ur4) and services
* Wix lays off 20% of workforce, [CEO citing “fast evolution of AI capabilities”](https://x.com/Avishai_ab/status/2059909925615047003?s=20)
* [Zuckerberg said a Meta cloud computing](https://www.cnbc.com/2026/05/27/mark-zuckerberg-says-meta-starting-cloud-business-on-the-table.html) business is a possibility
* Meta tests new AI plan tiers, including [Meta One Plus, Meta One Premium](https://techcrunch.com/2026/05/27/meta-officially-launches-instagram-facebook-and-whatsapp-subscriptions-with-more-to-come-including-ai-plans/)
* Geordie AI, an [AI agents security startup, raises $30 million](https://fortune.com/2026/05/28/geordie-security-governance-ai-agents/) Series A
* IBM, Red Hat commit $5 billion to [build trusted enterprise clearinghouse](https://www.wsj.com/tech/ai/ibm-red-hat-pledge-5-billion-for-ai-driven-open-source-security-initiative-4f1e03a4?st=8fwrTE&reflink=desktopwebshare_permalink)
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/59d274bf-9e99-4acf-a6c7-ff9cdbb0233e/image.png?t=1752986916)
Caption:
* [Tencent AI](https://x.com/TencentAI_News/status/2059804356371996808?s=20): Miora, an AI creative agent studio, is available in international beta
* [Ask YouTube](https://x.com/Google/status/2059741477358407904?s=20): New conversational search experience in YouTube
* [ElevenLabs](https://x.com/ElevenLabs/status/2059668042695516628?s=20): Stan Lee’s voice is now available on Iconic Marketplace and ElevenReader
* [Perplexity](https://www.perplexity.ai/hub/blog/computer-comes-to-word-excel-powerpoint-and-outlook): Computer is now in Microsoft apps
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/59a9786e-3e6f-4d47-894d-f4d6c2e0f52d/Talent_Board.png?t=1779995943)
Caption:
## **[Be the future of AI](https://partnerslink.athyna.com/Job-Board-tdv)**
AI hiring is moving fast. The [Athyna AI Job Board](https://partnerslink.athyna.com/Job-Board-tdv) makes sure you don't miss the roles worth your time.
* We track openings at frontier AI companies like Anthropic, OpenAI, Mistral, and Perplexity.
* [We match them to your profile](https://partnerslink.athyna.com/Job-Board-tdv) in the background, no scrolling required.
* When a role hits a 75% matching index, we let you know.
[Set up a profile](https://partnerslink.athyna.com/Job-Board-tdv) once and let the matches come to you.
**[Find your AI role](https://partnerslink.athyna.com/Job-Board-tdv)**
(sponsored)
--------------------
GAMES
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d120b54c-d56c-4fbc-bdbf-41e83cbbc770/image.png?t=1752987116)
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/750b5e80-f3e6-48e3-9759-8f8388e97c8b/AI_or_Not_-_TDV_-_2026.05.28.png?t=1780032983)
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--------------------
A QUICK POLL BEFORE YOU GO
----------The Deep View is written by Nat Rubio-Licht, Sabrina Ortiz, Jason Hiner, Faris Kojok and The Deep View crew. Please reply with any feedback.
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Thanks for reading today’s edition of The Deep View! We’ll see you in the next one.
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f13ecf40-963d-4c4e-8059-8f41083085a8/Frame_1410104595.png?t=1765345242)
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/12b1bc9b-44a2-421c-8e96-e5fd52a63ab2/Real.png?t=1780032739)
Follow image link: (https://unsplash.com/photos/hand-holding-a-seashell-with-sand-and-water-ybd4mda0SdA)
Caption: [Link to the original](https://unsplash.com/photos/hand-holding-a-seashell-with-sand-and-water-ybd4mda0SdA)
“Seemed like the more real hand and skin.”
“AI wouldn't make an imperfect seashell.”
“Background looks more realistic.”
“Consistent shading, hand and fingers are more proportionate, skin has more realistic texture.”
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/d87dafdc-988d-47ca-b0c2-44167117cc9a/Fake.png?t=1780032871)
Follow image link: (https://chatgpt.com/s/m_6a175ba6f6908191a7b7d2140026977a)
Caption: [Link to the AI image](https://chatgpt.com/s/m_6a175ba6f6908191a7b7d2140026977a)
“The dirt in [this image] looked a bit unrealistic and the hand was a bit odd as well.”
“Inconsistent shadows in [this image]”
“The finger tips on [this image] all have a similar pinnacle.”
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f6b2537a-c207-453e-8567-5898374096f2/Frame_1410104596.png?t=1765345268)
Caption:
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Follow image link: (https://tdv.transistor.fm/)
Caption:
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a09d75bf-0585-4881-8e41-db84e8df85d0/Frame_1410104597.png?t=1765345268)
Caption:
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Warning
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It may happen that e-mail will claim to come from liamon.com, perhaps from some administrative role or process. There are no users with liamon.com addresses that should be sending anyone e-mail. There are no accounts to expire. There are no passwords to leak. These are certainly garbage messages. These are certainly phishing attempts in some messages.
Absolutely ignore those links!