tag:blogger.com,1999:blog-68819123326715248352026-03-20T16:59:19.637-07:00The Practical QuantBEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]Blogger1227125tag:blogger.com,1999:blog-6881912332671524835.post-14344497466624267062026-03-19T06:00:00.000-07:002026-03-19T06:00:00.126-07:00World Models Are Here—But It’s Still the GPT-2 Phase<h3>Jeff Hawke on Continuous Simulation, Interactive Control, Scaling Challenges, and Future Applications.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="#" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">undefined</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-8011586450641028192026-03-17T06:30:00.000-07:002026-03-17T07:47:33.061-07:00When AI does the junior work, how do we train seniors?<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/execution-is-now-free-heres-your">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_aUF1l-H9eeHxX_nOkF9mBSTn7Ep33iZ44tKoEdabhEp8mZna7QzHPftqYcJTBhnI-Z_bOb2uXWTmKMNNp3vUNnseZ5tD0FWauG0IlnSH3F03i563eHpa_x16M9Ych7SoXr6G6BPQf15I1wlUPVYLZCq7plVdy_YQQU9Hq0fVTL5PEU7NvdG6i5x34vte/s1600/Agents%20and%20Knowledge%20Work.jpeg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="2242" data-original-width="3962" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh_aUF1l-H9eeHxX_nOkF9mBSTn7Ep33iZ44tKoEdabhEp8mZna7QzHPftqYcJTBhnI-Z_bOb2uXWTmKMNNp3vUNnseZ5tD0FWauG0IlnSH3F03i563eHpa_x16M9Ych7SoXr6G6BPQf15I1wlUPVYLZCq7plVdy_YQQU9Hq0fVTL5PEU7NvdG6i5x34vte/s1600/Agents%20and%20Knowledge%20Work.jpeg"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-20095333031905889792026-03-12T06:30:00.000-07:002026-03-12T06:30:00.117-07:00The Hidden Challenges of Running AI at Scale in Production<h3>Chen Goldberg on Reinforcement Learning, AI Infrastructure, Goodput, and The Memory Supply Chain.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/chen-goldberg-coreweave/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong></p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-61549083647442325512026-03-10T06:30:00.000-07:002026-03-10T07:28:59.167-07:008 domains where AI agents are actually working<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/how-to-move-from-passive-chatbot">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgGVzPI-nz1xsKncqG9vWrcCCuezAhmldTyk9MMeFaK0ALAKwzZXqk5sTho0_HiN80-MYoy81T-b51Nk-7xc2hIVRDDewyM2OC2SELuRihWodwyO74q8CekF-R6Z3BiF_G6XWHV1rhOoHflqaPEyVfUfkVV6xnHqDLjMGtIQnqyPyE7WHPFXMJo5UtSwkW0/s1600/RL%20and%20Agents%20art1.png" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="828" data-original-width="1405" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgGVzPI-nz1xsKncqG9vWrcCCuezAhmldTyk9MMeFaK0ALAKwzZXqk5sTho0_HiN80-MYoy81T-b51Nk-7xc2hIVRDDewyM2OC2SELuRihWodwyO74q8CekF-R6Z3BiF_G6XWHV1rhOoHflqaPEyVfUfkVV6xnHqDLjMGtIQnqyPyE7WHPFXMJo5UtSwkW0/s1600/RL%20and%20Agents%20art1.png"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-33188189079625728952026-03-07T06:30:00.000-08:002026-03-07T06:30:00.127-08:00What No One Tells You About Staying Employable in the AI Era<h3>Ben Lorica and Evangelos Simoudis on AI and Layoffs, Systems Thinking, Verification, and the Future of Knowledge Work</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/quick-take-2026-06-07/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-7509939882840240152026-03-05T06:00:00.000-08:002026-03-05T06:00:00.119-08:00Adaptation: The Missing Layer Between Apps and Foundation Models<h3>Sudip Roy on Last-Mile Reliability, Adaptation, Gradient-Free Tuning, Enterprise AI.</h3>
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<center><em style="background-color: #e4f2f7;"><strong>Subscribe to the <a href="https://gradientflow.substack.com/?utm_source=gradientflow&utm_medium=DEpodcast">Gradient Flow Newsletter</a></strong></em></center><iframe src="https://www.buzzsprout.com/682433/episodes/18747706-adaptation-the-missing-layer-between-apps-and-foundation-models?client_source=small_player&iframe=true" loading="lazy" width="100%" height="200" frameborder="0" scrolling="no" title='The Data Exchange with Ben Lorica, Adaptation: The Missing Layer Between Apps and Foundation Models'></iframe>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/sudip-roy-adaptation/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong></p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-82077581631660835902026-03-03T06:30:00.000-08:002026-03-03T07:31:07.475-08:00The warning signs your AI vendor is becoming your cage<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/we-watched-this-happen-with-the-internet">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjUHFs7iY1NPCO1AmFc-ExtOFHEGb3dEWBIabS1enA4uCz9BpwdwWlnCZPpt-6hl5EZdknuh-05K8919yyKu4YNwZVJg0xQIUh2R2l5J6N-r0WxQj301HOtbS8QD0xouW0z2C0QrBH7Vmw1j7ekX65r5Yk5YxS2Z5ciLjItzeGf4VSs1WfgNQJQagRZNWoE/s1600/Internet%20Lessons%20and%20AI%20%E2%80%94%20art.png" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="570" data-original-width="742" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjUHFs7iY1NPCO1AmFc-ExtOFHEGb3dEWBIabS1enA4uCz9BpwdwWlnCZPpt-6hl5EZdknuh-05K8919yyKu4YNwZVJg0xQIUh2R2l5J6N-r0WxQj301HOtbS8QD0xouW0z2C0QrBH7Vmw1j7ekX65r5Yk5YxS2Z5ciLjItzeGf4VSs1WfgNQJQagRZNWoE/s1600/Internet%20Lessons%20and%20AI%20%E2%80%94%20art.png"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-11543501666801529822026-02-26T06:00:00.000-08:002026-02-26T06:00:00.151-08:00Securing the “YOLO” Era of AI Agents<h3>Jason Martin on OpenClaw, Moltbook, and the Security of Autonomous Agents.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/jason-martin-hiddenlayer-2026-02/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-43449521047007273162026-02-24T07:00:00.000-08:002026-02-24T07:35:25.113-08:00AI agents just made your data pipeline obsolete<h1 style="text-align: center;"><a href="https://open.substack.com/pub/gradientflow/p/your-synthetic-data-pipeline-is-about?r=ks4p&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-51wOg9ROv1c_iK9xFSfRYASj2OgGTJp3VG_yOl9m-49fKElXJkiUOEuwpSTrnKtIfaaO2eo7hKYJdNwOTJWJtu9jOnB3re60Qes_OPgZlMthuBRyKVidQX2e0BZaN8YETtAypC7mXM1aq-WE1U7BC_Tc8bQ7-Wi5fYOJHGo1xHiD6dFZCpM1qdhA41KL/s968/Synthetic%20Data%20art.png" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="829" data-original-width="968" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj-51wOg9ROv1c_iK9xFSfRYASj2OgGTJp3VG_yOl9m-49fKElXJkiUOEuwpSTrnKtIfaaO2eo7hKYJdNwOTJWJtu9jOnB3re60Qes_OPgZlMthuBRyKVidQX2e0BZaN8YETtAypC7mXM1aq-WE1U7BC_Tc8bQ7-Wi5fYOJHGo1xHiD6dFZCpM1qdhA41KL/s320/Synthetic%20Data%20art.png"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-56347050637112106562026-02-19T06:30:00.000-08:002026-02-19T06:30:00.121-08:00Building the Open Source Alternative to AWS<h3>Umur Cubukcu on the Open Source Cloud, Data Sovereignty, and AI Portability.</h3>
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<b>Subscribe: </b><a href="https://podcasts.apple.com/us/podcast/the-data-exchange-with-ben-lorica/id1487704458"><b>Apple</b></a><b> • </b><a href="https://open.spotify.com/show/65oFWYoomwT8mLcdGkUGd0"><b>Spotify</b></a><b> •</b><a href="https://overcast.fm/itunes1487704458"> <b>Overcast</b></a><b> • </b><a href="https://pca.st/kv9n4vc0"><b>Pocket Casts</b></a><b> • </b><a href="https://antennapod.org/deeplink/subscribe/?url=feeds.buzzsprout.com/682433.rss"><b>AntennaPod</b></a><b> • </b><a href="https://podcastaddict.com/podcast/2476584"><b>Podcast Addict</b></a><b> • </b><a href="https://music.amazon.com/podcasts/18e76845-60a8-4263-9c41-a7bdfe9d14a9/the-data-exchange-with-ben-lorica"><b>Amazon</b></a><b> • </b><a href="https://feeds.buzzsprout.com/682433.rss"><b>RSS</b></a><b>.</b>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/umur-cubukcu-ubicloud/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong></p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-4492186818163941982026-02-17T06:10:00.000-08:002026-02-18T07:42:24.658-08:00The margin paradox threatening every AI company<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/the-ai-bubble-is-obviousheres-what">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi33nweeUzE-t4uMq6QKksJO71EqHGT8LBOWn661zlaUEp6H80ZnXRx7_0b5FE_CMf3csMI-ZlbqJMptjq7qFrg2cHFGhjxZFB9g4zvRPZqNP7mGkqzVOl50HDyExLsY_vfeztHvO5U1AHxsPXfr9lLUS0-KEVKogjSr9xdhc2nToYtv-NtNYjsqYVxdBE6/s1600/AI%20adoption%20and%20bubble%20%E2%80%94%20application%20patterns.jpeg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="1017" data-original-width="1834" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi33nweeUzE-t4uMq6QKksJO71EqHGT8LBOWn661zlaUEp6H80ZnXRx7_0b5FE_CMf3csMI-ZlbqJMptjq7qFrg2cHFGhjxZFB9g4zvRPZqNP7mGkqzVOl50HDyExLsY_vfeztHvO5U1AHxsPXfr9lLUS0-KEVKogjSr9xdhc2nToYtv-NtNYjsqYVxdBE6/s1600/AI%20adoption%20and%20bubble%20%E2%80%94%20application%20patterns.jpeg"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-17337977900641093122026-02-12T06:00:00.000-08:002026-02-12T06:00:00.114-08:00Breaking the Memory Wall in the Age of Inference<h3>Sid Sheth on Memory Bottlenecks, SRAM vs HBM, Digital In-Memory Compute, and the Future of Inference Hardware.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/sid-sheth-d-matrix/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-91970073386849276222026-02-10T06:10:00.000-08:002026-02-10T07:28:23.543-08:00Your agents need runbooks, not bigger context windows<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/the-missing-layer-in-todays-agent">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjuwZxSocaO7cBYprg6VErSKJQCUiJ-EVt63x36oVhwPIhIzE3wNXDsk3sACtrbGL7uvYM_6glK_AJh5BWTcwwB5t5JNPv8q_bptNfPl7oD-OA6sUkELn_e3WM3LX6pvmKnmvAbGMhSg5bOARk8kbbSMmAj6skR2P5LEFXAoPGQ7MBeqP8F8MMERpdfMa3Z/s1600/Context%20File%20System%20art1.png" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="930" data-original-width="1190" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjuwZxSocaO7cBYprg6VErSKJQCUiJ-EVt63x36oVhwPIhIzE3wNXDsk3sACtrbGL7uvYM_6glK_AJh5BWTcwwB5t5JNPv8q_bptNfPl7oD-OA6sUkELn_e3WM3LX6pvmKnmvAbGMhSg5bOARk8kbbSMmAj6skR2P5LEFXAoPGQ7MBeqP8F8MMERpdfMa3Z/s1600/Context%20File%20System%20art1.png"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-4222716519498767862026-02-07T05:00:00.000-08:002026-02-07T05:00:00.122-08:00Is Waymo Actually Profitable? The Real Cost of the Robotaxi Revolution<h3>Robotaxi Economics, Data Center Rebellion, and the Battle for AI Infrastructure.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href=" https://thedataexchange.media/quick-take-2026-02-07/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-60531989834592586902026-02-05T06:00:00.000-08:002026-02-05T06:00:00.112-08:00Beyond Vibe Coding: Building Your Entire Business with AI<h3>Ethan Ouyang on Vibe business, multi-agent orchestration, and shipping revenue-ready products.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/ethan-ouyang-atoms/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-65655808112360028642026-02-03T06:15:00.000-08:002026-02-03T06:15:00.121-08:00The "Data Center Rebellion" is here<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/the-data-center-rebellion-is-here">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIPcxqeGWDFDgmaVIzOVKswG-wbF3cx0odpya3sG97JlSC487q9Rcaj6SlJF4I56N_ndeBt6aPS_zG3PPMUhzM8s6rPEHuFUYkA0-4JUtuwEmEXOPxNJ89mRcFAY4yZKcur32aR_1yPwgtpaCTLQoJ530tsqGT4AF-rznuiN5NwJ0bpD93xCi_UyCjs30l/s1600/AI%20Data%20Center%20pipeline.png" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="178" data-original-width="1504" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIPcxqeGWDFDgmaVIzOVKswG-wbF3cx0odpya3sG97JlSC487q9Rcaj6SlJF4I56N_ndeBt6aPS_zG3PPMUhzM8s6rPEHuFUYkA0-4JUtuwEmEXOPxNJ89mRcFAY4yZKcur32aR_1yPwgtpaCTLQoJ530tsqGT4AF-rznuiN5NwJ0bpD93xCi_UyCjs30l/s1600/AI%20Data%20Center%20pipeline.png"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-941963127690452982026-01-29T06:30:00.000-08:002026-01-29T06:30:00.119-08:00The Rise of the Machine Identity: Securing the AI Workforce and AI Agents<h3>Jason Martin on Agents, Shadow AI, Supply-Chain Risk, Prompt Injection, and Defensive SOC Agents.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/hirundo-ben-luria/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-63462680142913164162026-01-27T06:30:00.000-08:002026-01-27T07:27:31.743-08:00The 6 security shifts AI teams can't ignore in 2026<h2 style="text-align: center;"><a href="https://gradientflow.substack.com/p/security-for-ai-native-companies">Read It Here</a></h2>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEioTIh84cyr2GhdXDnospou-_pnzpRT-4viJYbPIhlkG4cW8cZ5seu43a6JDz8Sr5Z3QncUHpdYaMM1hqGKlaEyd0I1By-JeVyt40FV8vjRqCRvLK6Y-bsr4qR1hs6K1bQnJQjXZJfbaFkJimtCdBdfMioCYQ59B4_d54Lah6mRRcoMxkJM8SrAORq8GlPy/s1600/Agent%20Security.jpeg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="740" data-original-width="1824" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEioTIh84cyr2GhdXDnospou-_pnzpRT-4viJYbPIhlkG4cW8cZ5seu43a6JDz8Sr5Z3QncUHpdYaMM1hqGKlaEyd0I1By-JeVyt40FV8vjRqCRvLK6Y-bsr4qR1hs6K1bQnJQjXZJfbaFkJimtCdBdfMioCYQ59B4_d54Lah6mRRcoMxkJM8SrAORq8GlPy/s1600/Agent%20Security.jpeg"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-27896461084147833512026-01-22T06:30:00.000-08:002026-01-22T06:30:00.113-08:00Why Traditional Observability Falls Short for AI Agents<h3>Lior Gavish on Traces & spans, LLM-as-judge, and agent reliability in production.</h3>
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<center><em style="background-color: #e4f2f7;"><strong>Subscribe to the <a href="https://gradientflow.substack.com/?utm_source=gradientflow&utm_medium=DEpodcast">Gradient Flow Newsletter</a></strong></em></center><iframe src="https://www.buzzsprout.com/682433/episodes/18508353-why-traditional-observability-falls-short-for-ai-agents?client_source=small_player&iframe=true" loading="lazy" width="100%" height="200" frameborder="0" scrolling="no" title='The Data Exchange with Ben Lorica, Why Traditional Observability Falls Short for AI Agents'></iframe>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/lior-gavish-monte-carlo-data/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p><div><br /></div>
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<center><iframe style="border: 1px solid #EEE; background: white;" src="https://gradientflow.substack.com/embed" width="480" height="320" frameborder="0" scrolling="no"></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-11121317657074270452026-01-20T06:30:00.000-08:002026-01-20T07:46:37.083-08:00Your AI passed benchmarks. Why is it failing in production?<h2 style="text-align: center;"><a href="https://gradientflow.substack.com/p/a-playbook-for-production-ready-ai">Read It Here</a></h2>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHvDUuLHOJKPiWFN0_SC4a3zg_DJzBKw8N05k6ZAU61fy6Dijq54XdcGF6-XpLg2HnZLd7vSNrrsL3v4m-QoYiUqc__iTu-N5R-dsA2EKsF6iy4Qm5Mf-ojLnadYVrHk4L7MhyphenhyphenkUMSRxkmBW5BwoYQupISwgbRCIdBd4J1Ljd7K9LAUdgqUBKO38twZSo8/s1600/Reliability%20art2.png" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="834" data-original-width="1016" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiHvDUuLHOJKPiWFN0_SC4a3zg_DJzBKw8N05k6ZAU61fy6Dijq54XdcGF6-XpLg2HnZLd7vSNrrsL3v4m-QoYiUqc__iTu-N5R-dsA2EKsF6iy4Qm5Mf-ojLnadYVrHk4L7MhyphenhyphenkUMSRxkmBW5BwoYQupISwgbRCIdBd4J1Ljd7K9LAUdgqUBKO38twZSo8/s1600/Reliability%20art2.png"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-80801769157161684252026-01-15T06:30:00.000-08:002026-01-15T06:30:00.162-08:00Teaching AI How to Forget<h3>Ben Luria on Unlearning, Guardrails, Jailbreaks, and Enterprise Trust.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/hirundo-ben-luria/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe src="https://gradientflow.substack.com/embed" width="480" height="320" style="border:1px solid #EEE; background:white;" frameborder="0" scrolling="no"></iframe></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-82433839977598222182026-01-13T06:30:00.000-08:002026-01-13T06:30:00.120-08:00Emerging AI patterns in finance (what to watch in 2026)<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/emerging-ai-patterns-in-finance-what">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhWKc4FpKS18q8Y49q_OCSzzyEOJmokFKAFuurUVn3TSkNVLRMjrrsAuqqVYRtWwCqV3YDGIpwWM1Ya_icJIIKi07tIeL-QuUscqju1UgaJzDo5yjKmFkXyxh-HoHpunpj1Th0WH6JYdANgdU6mfN8MKe95RkQV3YDg_OtFDZRkqrMvniYR5uwHn2BTIQTM/s1600/Financial%20AI%202026.jpeg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="851" data-original-width="1403" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhWKc4FpKS18q8Y49q_OCSzzyEOJmokFKAFuurUVn3TSkNVLRMjrrsAuqqVYRtWwCqV3YDGIpwWM1Ya_icJIIKi07tIeL-QuUscqju1UgaJzDo5yjKmFkXyxh-HoHpunpj1Th0WH6JYdANgdU6mfN8MKe95RkQV3YDg_OtFDZRkqrMvniYR5uwHn2BTIQTM/s1600/Financial%20AI%202026.jpeg"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-23204399753549432662026-01-10T06:00:00.000-08:002026-01-10T06:00:00.115-08:00The Humanoid Hype Cycle: Separating “Shiny Objects” from Real Utility<h3>Ben Lorica and Evangelos Simoudis on Humanoids, Software-Defined Vehicles, and Global Export Controls.</h3>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/quick-take-2026-01-10/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe src="https://gradientflow.substack.com/embed" width="480" height="320" style="border:1px solid #EEE; background:white;" frameborder="0" scrolling="no"></iframe></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-51240284441227529712026-01-08T06:00:00.000-08:002026-01-08T06:00:00.117-08:00The Junior Data Engineer is Now an AI Agent<h3>Matthew Glickman on Data Engineering Automation, Agent Workflows, Confidence Checks, Institutional Knowledge.</h3>
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<b>Subscribe: </b><a href="https://podcasts.apple.com/us/podcast/the-data-exchange-with-ben-lorica/id1487704458"><b>Apple</b></a><b> • </b><a href="https://open.spotify.com/show/65oFWYoomwT8mLcdGkUGd0"><b>Spotify</b></a><b> •</b><a href="https://overcast.fm/itunes1487704458"> <b>Overcast</b></a><b> • </b><a href="https://pca.st/kv9n4vc0"><b>Pocket Casts</b></a><b> • </b><a href="https://antennapod.org/deeplink/subscribe/?url=feeds.buzzsprout.com/682433.rss"><b>AntennaPod</b></a><b> • </b><a href="https://podcastaddict.com/podcast/2476584"><b>Podcast Addict</b></a><b> • </b><a href="https://music.amazon.com/podcasts/18e76845-60a8-4263-9c41-a7bdfe9d14a9/the-data-exchange-with-ben-lorica"><b>Amazon</b></a><b> • </b><a href="https://feeds.buzzsprout.com/682433.rss"><b>RSS</b></a><b>.</b>
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<center><em style="background-color: #e4f2f7;"><strong>Subscribe to the <a href="https://gradientflow.substack.com/?utm_source=gradientflow&utm_medium=DEpodcast">Gradient Flow Newsletter</a></strong></em></center><iframe src="https://www.buzzsprout.com/682433/episodes/18437537-the-junior-data-engineer-is-now-an-ai-agent?client_source=small_player&iframe=true" loading="lazy" width="100%" height="200" frameborder="0" scrolling="no" title='The Data Exchange with Ben Lorica, The Junior Data Engineer is Now an AI Agent'></iframe>
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<p><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">Full show notes (including a transcript) can be found </span><a href="https://thedataexchange.media/genesis-computing-matthew-glickman/" style="border: 0px; color: #009eb8; display: inline; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on the Data Exchange web site</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 16.38px; font-stretch: inherit; font-style: inherit; font-variant: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; text-align: justify; vertical-align: baseline;">.</span></p><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">A video version of this conversation is available </span><a href="https://www.youtube.com/c/GradientFlow?sub_confirmation=1" style="border: 0px; color: #009eb8; display: inline; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-decoration-line: none; transition: color 0.3s; vertical-align: baseline;">on YouTube</a><span face=""Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif" style="border: 0px; font-size: 16.38px; font-stretch: inherit; font-variant-east-asian: inherit; font-variant-numeric: inherit; font-weight: 700; line-height: inherit; margin: 0px; padding: 0px; scroll-behavior: auto !important; vertical-align: baseline;">.</span> </p><hr style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; scroll-behavior: auto !important; text-align: justify;" /><p style="background-color: white; color: #333333; font-family: "Helvetica Neue Light", HelveticaNeue-Light, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 14px; margin: 1em 0px; outline: none; padding: 0px; scroll-behavior: auto !important; text-align: justify;"><strong style="scroll-behavior: auto !important;">Support our work by subscribing to our newsletter📩</strong> </p>
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<center><iframe src="https://gradientflow.substack.com/embed" width="480" height="320" style="border:1px solid #EEE; background:white;" frameborder="0" scrolling="no"></iframe></iframe></center>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]tag:blogger.com,1999:blog-6881912332671524835.post-75998163162596931652026-01-06T07:00:00.000-08:002026-01-06T07:00:00.122-08:00Inside the Agent Optimization Toolkit<h1 style="text-align: center;"><a href="https://gradientflow.substack.com/p/inside-the-agent-optimization-toolkit">Read It Here</a></h1>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjByP68O-SsM7VLSnG1-vC_7Z8c26fq8LdLb37hX7fW6mgpMj5r_kFsfAaM1LhGhwlBJNnQGtkpUYbKv9LUnAr0kzFp6wo13jCYAwXinu68y7elSpSWCM4ctWgep5G_6M15v0mXMxFbmtHaKErfJV4gzMO03N1WWYrCEi9uM1LzgSL27Dv3uELToOKDeDfg/s1600/Agent%20Optimization%20Toolkit.jpeg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="1064" data-original-width="1846" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjByP68O-SsM7VLSnG1-vC_7Z8c26fq8LdLb37hX7fW6mgpMj5r_kFsfAaM1LhGhwlBJNnQGtkpUYbKv9LUnAr0kzFp6wo13jCYAwXinu68y7elSpSWCM4ctWgep5G_6M15v0mXMxFbmtHaKErfJV4gzMO03N1WWYrCEi9uM1LzgSL27Dv3uELToOKDeDfg/s1600/Agent%20Optimization%20Toolkit.jpeg"/></a></div>BEN LORICAhttp://www.blogger.com/profile/06870752935608458657[email protected]