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<div style="display: none; max-height: 0px; overflow: hidden;">OpenAI is rolling out ChatGPT Work capabilities directly into regular Chat while combining usage allowances across ChatGPT and Codex. </div>
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<h1><strong>TLDR IT <span id="date">2026-11-03</span></strong></h1>
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WorkOS disclosed unauthorized access to an internal sales application on October 30, exposing business contact information, customer account histories, and excerpts from customer communications. The company identified the use of an AI-assisted offensive security framework to automate reconnaissance and exploitation attempts. It has disabled external access to the affected application while it investigates the full impact.
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Top-down directives create activity, not adoption. Learn why Reddit invested in champions and culture instead, and how that approach built lasting momentum. Read how Reddit went from scattered data and misaligned teams to compounding AI ROI with Atlassian in this <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atlassian.com%2Fwhitepapers%2Fleaders-guide-to-ai-transformation-reddit%3Futm_source=tldr%26utm_medium=email%26utm_campaign=P:twc*O:gdc*C:gated-pdf*H:fy27q2*I:it-secondary-nov3*%26utm_sfdc-campaign_id=701QB00000sjwFIYAY/2/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/baCURDg5dJG7g1U4Jhy80DR89ZBxvMlkxpSnntdze6w=452" rel="noopener noreferrer nofollow" target="_blank"><span>Enterprise Guide to AI Transformation.</span></a>
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<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.atlassian.com%2Fwhitepapers%2Fleaders-guide-to-ai-transformation-reddit%3Futm_source=tldr%26utm_medium=email%26utm_campaign=P:twc*O:gdc*C:gated-pdf*H:fy27q2*I:it-secondary-nov3*%26utm_sfdc-campaign_id=701QB00000sjwFIYAY/3/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/3ox65suhkGv80RyL7t_RPJBJ0KriuQmUmB8Gif_jVfU=452" rel="noopener noreferrer nofollow" target="_blank"><span>Download the guide</span></a>.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fir.crowdstrike.com%2Fnews-releases%2Fnews-release-details%2Fcrowdstrike-and-dell-technologies-announce-integrated-ai%3Futm_source=tldrit/1/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/pgH82GbJKOi4YsK2vqDlxsH6ZrK9r13p0s2CPgzMusw=452">
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<strong>CrowdStrike and Dell team up to secure enterprise AI (3 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
CrowdStrike and Dell Technologies announced an integrated security solution for the Dell AI Factory with NVIDIA, combining AI infrastructure with protection for workloads, agents, and applications. Customers will be able to purchase Dell's AI infrastructure alongside CrowdStrike's Falcon security platform through Dell's AI Ecosystem Program.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fir.lumen.com%2Fnews%2Fnews-details%2F2026%2FLumen-and-Microsoft-Expand-Collaboration-to-Co-Sell-Enterprise-AI-Ready-Networks%2Fdefault.aspx%3Futm_source=tldrit/1/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/Itm1Yo5BGvl6zI5Ru4rO0ag9nDSk0zz_-xoATyrSOZs=452">
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<strong>Microsoft and Lumen expand partnership for AI-ready networks (3 minute read)</strong>
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Microsoft and Lumen are expanding their collaboration to help enterprises connect data, applications, and infrastructure across hybrid and multi-cloud environments. The companies plan to jointly sell networking solutions and explore bringing additional Lumen capabilities to Azure, simplifying connectivity for enterprise AI workloads and agentic applications.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.itpro.com%2Finfrastructure%2Fai-is-crucial-to-infrastructure-and-it-operations-but-only-if-its-done-right-gartner-report-says%3Futm_source=tldrit/1/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/MirZVyDRf4FXwQwOzJEeOaBI92YgvXOSv6kkLppyoSg=452">
<span>
<strong>Gartner warns enterprises to rethink AI infrastructure (5 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Gartner expects AI agents to play a growing role in incident triage, change validation, and IT remediation, but warns that uncontrolled token-based pricing could push costs more than 50% above expectations by 2027. The firm recommends prioritizing measurable use cases, strengthening observability, and preparing hybrid infrastructure for AI workloads.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.techradar.com%2Fpro%2Fthe-reality-is-that-not-every-task-requires-the-most-advanced-or-expensive-model-available-snowflake-explains-why-finding-the-right-ai-model-can-make-all-the-difference-in-helping-your-business-succeed%3Futm_source=tldrit/1/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/TWnoq9Md0AVk-tXk1D8oFpkSB1XYjv_gvDZGUlj3hos=452">
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<strong>Snowflake makes the case for smaller AI models (5 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Snowflake argues that enterprises should prioritize intelligence efficiency over deploying the most powerful AI model for every task. Its approach uses model routing to balance performance, latency, and costs, with internal testing showing up to three times greater token efficiency for certain agent workflows without compromising quality.
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<div style="text-align: center;"><span style="font-size: 36px;">⚡</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fcloud.google.com%2Fblog%2Fproducts%2Finfrastructure%2Fbringing-google-tpus-to-oracle-cloud-infrastructure%3Futm_source=tldrit/1/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/C-xnDGgFzn7ZsLr15X9jCv2q9SGvf9ii4uGnvSIQGUc=452">
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<strong>Google TPUs are coming to Oracle Cloud (4 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Google and Oracle are partnering to bring Google's TPUs to Oracle Cloud Infrastructure starting in 2027, giving enterprises more choices for AI training and inference.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Finvestor.servicenow.com%2Fnews%2Fnews-details%2F2026%2FServiceNow-and-OpenAI-accelerate-enterprise-AI-from-models-and-operations-to-cybersecurity-and-agentic-development%2Fdefault.aspx%3Futm_source=tldrit/1/010001a1a1ab0df9-70192427-1d80-4d17-9ca5-987c892b1887-000000/ZY61xjZKtgnX3akE-HIjLlEe4TjXcPlSQtJDZOYxfU4=452">
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<strong>ServiceNow and OpenAI expand enterprise AI partnership (3 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
ServiceNow and OpenAI are expanding their partnership to bring governed ServiceNow workflows into ChatGPT and integrate AI capabilities into enterprise security, risk management, and application development.
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