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    <title>The Data Movement</title>
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    <description>The Data Movement explores the people, ideas, and technologies shaping how data is created, processed and used. Through conversations with technologists, creators, and business leaders, we dive into the applications, engineering, insights, and challenges behind the breakthroughs that power our data-driven world.</description>
    <copyright>2026 Seagate</copyright>
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    <podcast:trailer pubdate="Wed, 18 Mar 2026 08:49:22 -0700" url="https://media.transistor.fm/099b624d/b47687ca.mp3" length="2409730" type="audio/mpeg">Welcome to The Data Movement</podcast:trailer>
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    <pubDate>Fri, 05 Jun 2026 11:16:04 -0700</pubDate>
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    <itunes:summary>The Data Movement explores the people, ideas, and technologies shaping how data is created, processed and used. Through conversations with technologists, creators, and business leaders, we dive into the applications, engineering, insights, and challenges behind the breakthroughs that power our data-driven world.</itunes:summary>
    <itunes:subtitle>The Data Movement explores the people, ideas, and technologies shaping how data is created, processed and used.</itunes:subtitle>
    <itunes:keywords>data, technology, analytics, artificial intelligence, saas, b2b, software</itunes:keywords>
    <itunes:owner>
      <itunes:name>Seagate</itunes:name>
      <itunes:email>meredith@caspianstudios.com</itunes:email>
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    <item>
      <title>How Gen AI Is Reshaping Video Production — with Adobe’s David Helmly and Andy Edwards</title>
      <itunes:episode>3</itunes:episode>
      <podcast:episode>3</podcast:episode>
      <itunes:title>How Gen AI Is Reshaping Video Production — with Adobe’s David Helmly and Andy Edwards</itunes:title>
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        <![CDATA[<p>Host Paul Langston sits down with David Helmly and Andy Edwards of Adobe for a conversation on how generative AI tools are transforming creative production workflows—and what that means for the data infrastructure behind them. </p><p>With a combined 60+ years of broadcast and creative software experience, Dave and Andy argue that every major technology shift has expanded creative possibility, and that AI is no different. The conversation outlines what the use of generative tools looks like in practice, beginning from a single image or low-res video before being upscaled, tagged with media intelligence data and stored alongside every ideation file needed to prove authorship. What started as kilobytes becomes a cascade—and none of it can be discarded. </p><p>You'll gain insights into: </p><ul><li>Why generative AI inverts traditional production workflows and accelerates data growth  </li><li>How Adobe's content authenticity framework tracks AI usage across assets </li><li>How Adobe lets enterprise customers train generative AI model on exclusive IP </li><li>Why nothing in the production chain gets thrown away  </li><li>What agentic AI looks like inside a creative workflow  </li></ul><p> </p><p><strong>Chapters:</strong> </p><p>[01:38] Adobe's Seismic AI Shift </p><p>[03:02] How Broadcasters Are Using AI </p><p>[05:14] How Adobe Improves Products for its Customers </p><p>[08:08] The Video Data Explosion </p><p>[11:32] Provenance &amp; Media Intelligence </p><p>[13:53] Creative Control with Adobe Firefly </p><p>[19:11] AI-Assisted Editing </p><p>[21:44] How Adobe Protects Content Authenticity </p><p>[24:19] Agentic AI for Video Production </p><p>[31:10] Advice for Creators Navigating AI </p><p>[33:41] Lightning Round Q&amp;A </p><p> </p><p><strong>About the Guests:</strong> </p><p><a href="https://www.linkedin.com/in/dhelmly/">David Helmly Sr.</a> is Director of Professional Video and Audio at <a href="http://www.adobe.com/">Adobe</a>, where he leads technical relationships with broadcasters, studios, and creative professionals across the video and audio production ecosystem. </p><p><a href="https://www.linkedin.com/in/andy-edwards-post-production/">Andy Edwards</a> is a Strategic Business Developer at <a href="http://www.adobe.com/">Adobe</a>, focused on helping broadcast and media customers get the most out of Adobe's professional video tools. </p><p> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> <strong>&amp;</strong> <strong>Connections</strong>: </p><ul><li>Learn more about <a href="https://www.seagate.com/stories/podcast/david-helmly-andy-edwards/">this episode</a>  </li><li>Learn more about this episode  </li><li>Connect with David on <a href="https://www.linkedin.com/in/dhelmly/">LinkedIn</a> </li><li>Connect with Andy on <a href="https://www.linkedin.com/in/andy-edwards-post-production/">LinkedIn</a> </li><li>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">LinkedIn</a> </li></ul><p><br> </p><p><strong>Follow Seagate</strong>: </p><ul><li>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a> </li><li>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </li><li>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a> </li><li>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </li><li>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a> </li></ul><p><br>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a> </p>]]>
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        <![CDATA[<p>Host Paul Langston sits down with David Helmly and Andy Edwards of Adobe for a conversation on how generative AI tools are transforming creative production workflows—and what that means for the data infrastructure behind them. </p><p>With a combined 60+ years of broadcast and creative software experience, Dave and Andy argue that every major technology shift has expanded creative possibility, and that AI is no different. The conversation outlines what the use of generative tools looks like in practice, beginning from a single image or low-res video before being upscaled, tagged with media intelligence data and stored alongside every ideation file needed to prove authorship. What started as kilobytes becomes a cascade—and none of it can be discarded. </p><p>You'll gain insights into: </p><ul><li>Why generative AI inverts traditional production workflows and accelerates data growth  </li><li>How Adobe's content authenticity framework tracks AI usage across assets </li><li>How Adobe lets enterprise customers train generative AI model on exclusive IP </li><li>Why nothing in the production chain gets thrown away  </li><li>What agentic AI looks like inside a creative workflow  </li></ul><p> </p><p><strong>Chapters:</strong> </p><p>[01:38] Adobe's Seismic AI Shift </p><p>[03:02] How Broadcasters Are Using AI </p><p>[05:14] How Adobe Improves Products for its Customers </p><p>[08:08] The Video Data Explosion </p><p>[11:32] Provenance &amp; Media Intelligence </p><p>[13:53] Creative Control with Adobe Firefly </p><p>[19:11] AI-Assisted Editing </p><p>[21:44] How Adobe Protects Content Authenticity </p><p>[24:19] Agentic AI for Video Production </p><p>[31:10] Advice for Creators Navigating AI </p><p>[33:41] Lightning Round Q&amp;A </p><p> </p><p><strong>About the Guests:</strong> </p><p><a href="https://www.linkedin.com/in/dhelmly/">David Helmly Sr.</a> is Director of Professional Video and Audio at <a href="http://www.adobe.com/">Adobe</a>, where he leads technical relationships with broadcasters, studios, and creative professionals across the video and audio production ecosystem. </p><p><a href="https://www.linkedin.com/in/andy-edwards-post-production/">Andy Edwards</a> is a Strategic Business Developer at <a href="http://www.adobe.com/">Adobe</a>, focused on helping broadcast and media customers get the most out of Adobe's professional video tools. </p><p> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> <strong>&amp;</strong> <strong>Connections</strong>: </p><ul><li>Learn more about <a href="https://www.seagate.com/stories/podcast/david-helmly-andy-edwards/">this episode</a>  </li><li>Learn more about this episode  </li><li>Connect with David on <a href="https://www.linkedin.com/in/dhelmly/">LinkedIn</a> </li><li>Connect with Andy on <a href="https://www.linkedin.com/in/andy-edwards-post-production/">LinkedIn</a> </li><li>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">LinkedIn</a> </li></ul><p><br> </p><p><strong>Follow Seagate</strong>: </p><ul><li>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a> </li><li>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </li><li>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a> </li><li>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </li><li>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a> </li></ul><p><br>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a> </p>]]>
      </content:encoded>
      <pubDate>Wed, 03 Jun 2026 02:00:00 -0700</pubDate>
      <author>Seagate</author>
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      <itunes:author>Seagate</itunes:author>
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      <itunes:duration>2398</itunes:duration>
      <itunes:summary>
        <![CDATA[<p>Host Paul Langston sits down with David Helmly and Andy Edwards of Adobe for a conversation on how generative AI tools are transforming creative production workflows—and what that means for the data infrastructure behind them. </p><p>With a combined 60+ years of broadcast and creative software experience, Dave and Andy argue that every major technology shift has expanded creative possibility, and that AI is no different. The conversation outlines what the use of generative tools looks like in practice, beginning from a single image or low-res video before being upscaled, tagged with media intelligence data and stored alongside every ideation file needed to prove authorship. What started as kilobytes becomes a cascade—and none of it can be discarded. </p><p>You'll gain insights into: </p><ul><li>Why generative AI inverts traditional production workflows and accelerates data growth  </li><li>How Adobe's content authenticity framework tracks AI usage across assets </li><li>How Adobe lets enterprise customers train generative AI model on exclusive IP </li><li>Why nothing in the production chain gets thrown away  </li><li>What agentic AI looks like inside a creative workflow  </li></ul><p> </p><p><strong>Chapters:</strong> </p><p>[01:38] Adobe's Seismic AI Shift </p><p>[03:02] How Broadcasters Are Using AI </p><p>[05:14] How Adobe Improves Products for its Customers </p><p>[08:08] The Video Data Explosion </p><p>[11:32] Provenance &amp; Media Intelligence </p><p>[13:53] Creative Control with Adobe Firefly </p><p>[19:11] AI-Assisted Editing </p><p>[21:44] How Adobe Protects Content Authenticity </p><p>[24:19] Agentic AI for Video Production </p><p>[31:10] Advice for Creators Navigating AI </p><p>[33:41] Lightning Round Q&amp;A </p><p> </p><p><strong>About the Guests:</strong> </p><p><a href="https://www.linkedin.com/in/dhelmly/">David Helmly Sr.</a> is Director of Professional Video and Audio at <a href="http://www.adobe.com/">Adobe</a>, where he leads technical relationships with broadcasters, studios, and creative professionals across the video and audio production ecosystem. </p><p><a href="https://www.linkedin.com/in/andy-edwards-post-production/">Andy Edwards</a> is a Strategic Business Developer at <a href="http://www.adobe.com/">Adobe</a>, focused on helping broadcast and media customers get the most out of Adobe's professional video tools. </p><p> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> <strong>&amp;</strong> <strong>Connections</strong>: </p><ul><li>Learn more about <a href="https://www.seagate.com/stories/podcast/david-helmly-andy-edwards/">this episode</a>  </li><li>Learn more about this episode  </li><li>Connect with David on <a href="https://www.linkedin.com/in/dhelmly/">LinkedIn</a> </li><li>Connect with Andy on <a href="https://www.linkedin.com/in/andy-edwards-post-production/">LinkedIn</a> </li><li>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">LinkedIn</a> </li></ul><p><br> </p><p><strong>Follow Seagate</strong>: </p><ul><li>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a> </li><li>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </li><li>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a> </li><li>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </li><li>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a> </li></ul><p><br>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a> </p>]]>
      </itunes:summary>
      <itunes:keywords>data, technology, analytics, artificial intelligence, saas, b2b, software</itunes:keywords>
      <itunes:explicit>No</itunes:explicit>
      <podcast:person role="Host">Paul Langston</podcast:person>
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      <title>Why Context Will Define Agentic AI at the Edge – with Iman Anvari</title>
      <itunes:episode>2</itunes:episode>
      <podcast:episode>2</podcast:episode>
      <itunes:title>Why Context Will Define Agentic AI at the Edge – with Iman Anvari</itunes:title>
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        <![CDATA[<p>Host Paul Langston sits down with Seagate’s Director of Advanced Technology, Iman Anvari, for a conversation on the emerging confluence of robotics, edge computing, and agentic AI. </p><p> </p><p>Iman shares his observations from NVIDIA’s GTC, explains why computing has reached a genuine inflection point, and tells us how tiered context will define agentic AI at the edge. He also reveals how he personally uses agentic AI to work more efficiently – and keep his cats entertained.  </p><p> </p><p>You'll gain insights into: </p><ul><li>Why robotics are the ultimate convergence of hardware, software, and data infrastructure </li><li>How edge data micro data centers enable AI automation  </li><li>Why latency is the forcing function that pushes computing to the edge </li><li>Context as the bottleneck for autonomous agents  </li><li>The tiered memory architecture required for effective AI  </li></ul><p><br><strong>Chapters:</strong> </p><p>[00:42] Iman’s Experience at Seagate </p><p>[02:26] Why AI Just Hit a Major Turning Point </p><p>[04:20] Robotics Trends from GTC </p><p>[07:02] Why Robots Need Serious Data Pipelines </p><p>[09:45] Cobots &amp; Edge AI Explained </p><p>[11:58] The Edge Micro Data Center Solution </p><p>[15:47] How Edge and Cloud Work Together </p><p>[17:36] What Is Context &amp; Agentic Memory </p><p>[20:38] The Hidden Limits of LLMs &amp; How to Fix Them </p><p>[22:10] Tiered Memory for Agentic AI </p><p>[24:45] Why Storage Is Now Critical for AI Workloads </p><p>[28:13] How Harness Engineering Controls Agentic AI </p><p>[30:15] Future-Proofing Enterprise Data Strategy </p><p>[32:24] How Iman Uses Agentic AI </p><p>[36:00] Seagate’s Edge AI Pro Proof of Concept </p><p>[39:22] Lightning round Q&amp;A <br> </p><p><strong>About the Guest:</strong> </p><p><a href="https://www.linkedin.com/in/ianvari/">Iman Anvari</a> is the Director of Advanced Technology at Seagate, focusing on data storage and orchestration in key vertical markets such as AV/ADAS, Telco 5G, DCOs (Data Center Operators), M&amp;E, video surveillance, and healthcare. Throughout his career, Iman has demonstrated a history of creating new GTM and product strategies within established organizations with a passion for solving customer challenges.  </p><p><br> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p> </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> <strong>&amp;</strong> <strong>Connections</strong>: </p><ul><li>Learn more about <a href="https://www.seagate.com/stories/podcast/iman-anvari">this episode</a>  </li><li>Connect with Iman on <a href="https://www.linkedin.com/in/ianvari/">LinkedIn</a> </li><li>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">LinkedIn</a> </li></ul><p><br><strong>Follow Seagate</strong>: </p><ul><li>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a> </li><li>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </li><li>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a> </li><li>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </li><li>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a> </li></ul><p><br>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a></p>]]>
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        <![CDATA[<p>Host Paul Langston sits down with Seagate’s Director of Advanced Technology, Iman Anvari, for a conversation on the emerging confluence of robotics, edge computing, and agentic AI. </p><p> </p><p>Iman shares his observations from NVIDIA’s GTC, explains why computing has reached a genuine inflection point, and tells us how tiered context will define agentic AI at the edge. He also reveals how he personally uses agentic AI to work more efficiently – and keep his cats entertained.  </p><p> </p><p>You'll gain insights into: </p><ul><li>Why robotics are the ultimate convergence of hardware, software, and data infrastructure </li><li>How edge data micro data centers enable AI automation  </li><li>Why latency is the forcing function that pushes computing to the edge </li><li>Context as the bottleneck for autonomous agents  </li><li>The tiered memory architecture required for effective AI  </li></ul><p><br><strong>Chapters:</strong> </p><p>[00:42] Iman’s Experience at Seagate </p><p>[02:26] Why AI Just Hit a Major Turning Point </p><p>[04:20] Robotics Trends from GTC </p><p>[07:02] Why Robots Need Serious Data Pipelines </p><p>[09:45] Cobots &amp; Edge AI Explained </p><p>[11:58] The Edge Micro Data Center Solution </p><p>[15:47] How Edge and Cloud Work Together </p><p>[17:36] What Is Context &amp; Agentic Memory </p><p>[20:38] The Hidden Limits of LLMs &amp; How to Fix Them </p><p>[22:10] Tiered Memory for Agentic AI </p><p>[24:45] Why Storage Is Now Critical for AI Workloads </p><p>[28:13] How Harness Engineering Controls Agentic AI </p><p>[30:15] Future-Proofing Enterprise Data Strategy </p><p>[32:24] How Iman Uses Agentic AI </p><p>[36:00] Seagate’s Edge AI Pro Proof of Concept </p><p>[39:22] Lightning round Q&amp;A <br> </p><p><strong>About the Guest:</strong> </p><p><a href="https://www.linkedin.com/in/ianvari/">Iman Anvari</a> is the Director of Advanced Technology at Seagate, focusing on data storage and orchestration in key vertical markets such as AV/ADAS, Telco 5G, DCOs (Data Center Operators), M&amp;E, video surveillance, and healthcare. Throughout his career, Iman has demonstrated a history of creating new GTM and product strategies within established organizations with a passion for solving customer challenges.  </p><p><br> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p> </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> <strong>&amp;</strong> <strong>Connections</strong>: </p><ul><li>Learn more about <a href="https://www.seagate.com/stories/podcast/iman-anvari">this episode</a>  </li><li>Connect with Iman on <a href="https://www.linkedin.com/in/ianvari/">LinkedIn</a> </li><li>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">LinkedIn</a> </li></ul><p><br><strong>Follow Seagate</strong>: </p><ul><li>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a> </li><li>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </li><li>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a> </li><li>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </li><li>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a> </li></ul><p><br>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a></p>]]>
      </content:encoded>
      <pubDate>Fri, 15 May 2026 02:00:00 -0700</pubDate>
      <author>Seagate</author>
      <enclosure url="https://media.transistor.fm/e435694a/b09cca79.mp3" length="40897599" type="audio/mpeg"/>
      <itunes:author>Seagate</itunes:author>
      <itunes:image href="https://img.transistorcdn.com/PiDfkarp1E_vdFgTko5_B3tsyv9MyvldtOXQ-Ae6W5I/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS8zOTc5/NzQ4NTczNmRjZDA2/MjkyMzRiNzE3YWU4/Y2VhZi5wbmc.jpg"/>
      <itunes:duration>2554</itunes:duration>
      <itunes:summary>
        <![CDATA[<p>Host Paul Langston sits down with Seagate’s Director of Advanced Technology, Iman Anvari, for a conversation on the emerging confluence of robotics, edge computing, and agentic AI. </p><p> </p><p>Iman shares his observations from NVIDIA’s GTC, explains why computing has reached a genuine inflection point, and tells us how tiered context will define agentic AI at the edge. He also reveals how he personally uses agentic AI to work more efficiently – and keep his cats entertained.  </p><p> </p><p>You'll gain insights into: </p><ul><li>Why robotics are the ultimate convergence of hardware, software, and data infrastructure </li><li>How edge data micro data centers enable AI automation  </li><li>Why latency is the forcing function that pushes computing to the edge </li><li>Context as the bottleneck for autonomous agents  </li><li>The tiered memory architecture required for effective AI  </li></ul><p><br><strong>Chapters:</strong> </p><p>[00:42] Iman’s Experience at Seagate </p><p>[02:26] Why AI Just Hit a Major Turning Point </p><p>[04:20] Robotics Trends from GTC </p><p>[07:02] Why Robots Need Serious Data Pipelines </p><p>[09:45] Cobots &amp; Edge AI Explained </p><p>[11:58] The Edge Micro Data Center Solution </p><p>[15:47] How Edge and Cloud Work Together </p><p>[17:36] What Is Context &amp; Agentic Memory </p><p>[20:38] The Hidden Limits of LLMs &amp; How to Fix Them </p><p>[22:10] Tiered Memory for Agentic AI </p><p>[24:45] Why Storage Is Now Critical for AI Workloads </p><p>[28:13] How Harness Engineering Controls Agentic AI </p><p>[30:15] Future-Proofing Enterprise Data Strategy </p><p>[32:24] How Iman Uses Agentic AI </p><p>[36:00] Seagate’s Edge AI Pro Proof of Concept </p><p>[39:22] Lightning round Q&amp;A <br> </p><p><strong>About the Guest:</strong> </p><p><a href="https://www.linkedin.com/in/ianvari/">Iman Anvari</a> is the Director of Advanced Technology at Seagate, focusing on data storage and orchestration in key vertical markets such as AV/ADAS, Telco 5G, DCOs (Data Center Operators), M&amp;E, video surveillance, and healthcare. Throughout his career, Iman has demonstrated a history of creating new GTM and product strategies within established organizations with a passion for solving customer challenges.  </p><p><br> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p> </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> <strong>&amp;</strong> <strong>Connections</strong>: </p><ul><li>Learn more about <a href="https://www.seagate.com/stories/podcast/iman-anvari">this episode</a>  </li><li>Connect with Iman on <a href="https://www.linkedin.com/in/ianvari/">LinkedIn</a> </li><li>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">LinkedIn</a> </li></ul><p><br><strong>Follow Seagate</strong>: </p><ul><li>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a> </li><li>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </li><li>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a> </li><li>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </li><li>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a> </li></ul><p><br>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a></p>]]>
      </itunes:summary>
      <itunes:keywords>data, technology, analytics, artificial intelligence, saas, b2b, software</itunes:keywords>
      <itunes:explicit>No</itunes:explicit>
      <podcast:person role="Host">Paul Langston</podcast:person>
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      <title>Mozaic and the Future of Mass-Capacity Storage – with Stephanie Hernandez </title>
      <itunes:episode>1</itunes:episode>
      <podcast:episode>1</podcast:episode>
      <itunes:title>Mozaic and the Future of Mass-Capacity Storage – with Stephanie Hernandez </itunes:title>
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        <![CDATA[<p>In this episode of The Data Movement, host Paul Langston sits down with Stephanie Hernandez, Senior Engineering Director at Seagate, to explore Mozaic—Seagate’s breakthrough HAMR (Heat-Assisted Magnetic Recording) technology platform—and how it’s redefining what’s possible in mass-capacity data storage. Stephanie shares her 15-year journey from magnetic recording researcher to leading future HAMR innovations, explaining how atomic-scale engineering, lasers, and advanced materials like iron platinum are enabling 30TB, 40TB, and soon 100TB-class drives—all within the same familiar 3.5-inch form factor. From overcoming the superparamagnetic limit to scaling production to millions of drives for hyperscale data centers, this conversation reveals the extraordinary science, precision, and vision powering the infrastructure behind the world’s exploding data demand.<br> </p><p><strong>Time Stamps</strong> </p><p><br>00:00:00 – The Power of Data and Introducing Mosaic</p><p>00:01:00 – Stephanie’s 15-Year Journey at Seagate</p><p>00:03:30 – The Rise of HAMR and Industry Skepticism</p><p>00:08:30 – Understanding the Superparamagnetic Limit</p><p>00:10:50 – Grain Size, Signal-to-Noise, and Scaling Challenges</p><p>00:12:30 – The Core Innovations Behind HAMR</p><p>00:16:00 – Atomic-Scale Precision and Laser-Assisted Recording</p><p>00:23:30 – From Research Concept to Mass Production</p><p>00:26:30 – Why Capacity Growth Matters to the World</p><p>00:27:50 – Hyperscalers, Form Factor, and Fleet Economics</p><p>00:31:00 – Driving Aerial Density Toward 10TB per Disc</p><p>00:33:30 – Multisensor and Advanced Recording Technologies</p><p>00:40:00 – Beyond HAMR: Future Media and Architectures </p><p>00:43:00 – The Hidden Innovation Inside the Hard Drive</p><p><br> </p><p><strong>About Stephanie Hernandez </strong> </p><p> </p><p><strong>Dr. Stephanie Hernandez</strong> is Senior Engineering Director at Seagate Technology, where she leads advanced research and development for next-generation data storage technologies, including Heat-Assisted Magnetic Recording (HAMR) and other cutting-edge media and memory systems. She earned her Ph.D. in Electrical Engineering from the University of Minnesota in 2010, with graduate research focused on modeling magnetic recording media and spin-torque structures. After joining Seagate, she worked as a read transducer designer before moving into research roles in HAMR and advanced storage systems. Today, Stephanie’s work drives innovation in high-capacity hard drive technologies that power data centers and the global datasphere. </p><p> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> </p><p>Learn more about <a href="https://www.seagate.com/stories/podcast/stephanie-hernandez/">this episode </a></p><p>Connect with Stephanie on <a href="https://www.linkedin.com/in/stephanie-hernandez-59132032a/">Linkedin</a> </p><p>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">Linkedin</a> </p><p>Learn more about <a href="https://www.seagate.com/innovation/mozaic/">Moziac technology</a> </p><p> </p><p><strong>Follow Seagate</strong> </p><p>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a>   </p><p>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </p><p>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a>  </p><p>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </p><p>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a>  </p><p>– </p><p>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a> </p><p> </p>]]>
      </description>
      <content:encoded>
        <![CDATA[<p>In this episode of The Data Movement, host Paul Langston sits down with Stephanie Hernandez, Senior Engineering Director at Seagate, to explore Mozaic—Seagate’s breakthrough HAMR (Heat-Assisted Magnetic Recording) technology platform—and how it’s redefining what’s possible in mass-capacity data storage. Stephanie shares her 15-year journey from magnetic recording researcher to leading future HAMR innovations, explaining how atomic-scale engineering, lasers, and advanced materials like iron platinum are enabling 30TB, 40TB, and soon 100TB-class drives—all within the same familiar 3.5-inch form factor. From overcoming the superparamagnetic limit to scaling production to millions of drives for hyperscale data centers, this conversation reveals the extraordinary science, precision, and vision powering the infrastructure behind the world’s exploding data demand.<br> </p><p><strong>Time Stamps</strong> </p><p><br>00:00:00 – The Power of Data and Introducing Mosaic</p><p>00:01:00 – Stephanie’s 15-Year Journey at Seagate</p><p>00:03:30 – The Rise of HAMR and Industry Skepticism</p><p>00:08:30 – Understanding the Superparamagnetic Limit</p><p>00:10:50 – Grain Size, Signal-to-Noise, and Scaling Challenges</p><p>00:12:30 – The Core Innovations Behind HAMR</p><p>00:16:00 – Atomic-Scale Precision and Laser-Assisted Recording</p><p>00:23:30 – From Research Concept to Mass Production</p><p>00:26:30 – Why Capacity Growth Matters to the World</p><p>00:27:50 – Hyperscalers, Form Factor, and Fleet Economics</p><p>00:31:00 – Driving Aerial Density Toward 10TB per Disc</p><p>00:33:30 – Multisensor and Advanced Recording Technologies</p><p>00:40:00 – Beyond HAMR: Future Media and Architectures </p><p>00:43:00 – The Hidden Innovation Inside the Hard Drive</p><p><br> </p><p><strong>About Stephanie Hernandez </strong> </p><p> </p><p><strong>Dr. Stephanie Hernandez</strong> is Senior Engineering Director at Seagate Technology, where she leads advanced research and development for next-generation data storage technologies, including Heat-Assisted Magnetic Recording (HAMR) and other cutting-edge media and memory systems. She earned her Ph.D. in Electrical Engineering from the University of Minnesota in 2010, with graduate research focused on modeling magnetic recording media and spin-torque structures. After joining Seagate, she worked as a read transducer designer before moving into research roles in HAMR and advanced storage systems. Today, Stephanie’s work drives innovation in high-capacity hard drive technologies that power data centers and the global datasphere. </p><p> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> </p><p>Learn more about <a href="https://www.seagate.com/stories/podcast/stephanie-hernandez/">this episode </a></p><p>Connect with Stephanie on <a href="https://www.linkedin.com/in/stephanie-hernandez-59132032a/">Linkedin</a> </p><p>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">Linkedin</a> </p><p>Learn more about <a href="https://www.seagate.com/innovation/mozaic/">Moziac technology</a> </p><p> </p><p><strong>Follow Seagate</strong> </p><p>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a>   </p><p>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </p><p>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a>  </p><p>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </p><p>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a>  </p><p>– </p><p>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a> </p><p> </p>]]>
      </content:encoded>
      <pubDate>Mon, 23 Mar 2026 02:00:00 -0700</pubDate>
      <author>Seagate</author>
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      <itunes:author>Seagate</itunes:author>
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      <itunes:duration>2799</itunes:duration>
      <itunes:summary>
        <![CDATA[<p>In this episode of The Data Movement, host Paul Langston sits down with Stephanie Hernandez, Senior Engineering Director at Seagate, to explore Mozaic—Seagate’s breakthrough HAMR (Heat-Assisted Magnetic Recording) technology platform—and how it’s redefining what’s possible in mass-capacity data storage. Stephanie shares her 15-year journey from magnetic recording researcher to leading future HAMR innovations, explaining how atomic-scale engineering, lasers, and advanced materials like iron platinum are enabling 30TB, 40TB, and soon 100TB-class drives—all within the same familiar 3.5-inch form factor. From overcoming the superparamagnetic limit to scaling production to millions of drives for hyperscale data centers, this conversation reveals the extraordinary science, precision, and vision powering the infrastructure behind the world’s exploding data demand.<br> </p><p><strong>Time Stamps</strong> </p><p><br>00:00:00 – The Power of Data and Introducing Mosaic</p><p>00:01:00 – Stephanie’s 15-Year Journey at Seagate</p><p>00:03:30 – The Rise of HAMR and Industry Skepticism</p><p>00:08:30 – Understanding the Superparamagnetic Limit</p><p>00:10:50 – Grain Size, Signal-to-Noise, and Scaling Challenges</p><p>00:12:30 – The Core Innovations Behind HAMR</p><p>00:16:00 – Atomic-Scale Precision and Laser-Assisted Recording</p><p>00:23:30 – From Research Concept to Mass Production</p><p>00:26:30 – Why Capacity Growth Matters to the World</p><p>00:27:50 – Hyperscalers, Form Factor, and Fleet Economics</p><p>00:31:00 – Driving Aerial Density Toward 10TB per Disc</p><p>00:33:30 – Multisensor and Advanced Recording Technologies</p><p>00:40:00 – Beyond HAMR: Future Media and Architectures </p><p>00:43:00 – The Hidden Innovation Inside the Hard Drive</p><p><br> </p><p><strong>About Stephanie Hernandez </strong> </p><p> </p><p><strong>Dr. Stephanie Hernandez</strong> is Senior Engineering Director at Seagate Technology, where she leads advanced research and development for next-generation data storage technologies, including Heat-Assisted Magnetic Recording (HAMR) and other cutting-edge media and memory systems. She earned her Ph.D. in Electrical Engineering from the University of Minnesota in 2010, with graduate research focused on modeling magnetic recording media and spin-torque structures. After joining Seagate, she worked as a read transducer designer before moving into research roles in HAMR and advanced storage systems. Today, Stephanie’s work drives innovation in high-capacity hard drive technologies that power data centers and the global datasphere. </p><p> </p><p><strong>About Seagate:</strong> </p><p>Seagate is a leader in mass-capacity data storage. We’ve delivered more than four-and-a-half billion terabytes of capacity over the past four decades. We make storage that scales, bringing trust and integrity to innovations that depend on data. In an era of unprecedented creation, Seagate stores infinite potential. Unlock the full value of your data today. </p><p>Learn more at <a href="https://www.seagate.com/">seagate.com</a> </p><p> </p><p><strong>Links</strong> </p><p>Learn more about <a href="https://www.seagate.com/stories/podcast/stephanie-hernandez/">this episode </a></p><p>Connect with Stephanie on <a href="https://www.linkedin.com/in/stephanie-hernandez-59132032a/">Linkedin</a> </p><p>Connect with Paul on <a href="https://www.linkedin.com/in/paul-langston-a566a014/">Linkedin</a> </p><p>Learn more about <a href="https://www.seagate.com/innovation/mozaic/">Moziac technology</a> </p><p> </p><p><strong>Follow Seagate</strong> </p><p>Facebook: <a href="https://www.facebook.com/seagate">facebook.com/seagate</a>   </p><p>Instagram: <a href="https://www.instagram.com/seagate/">instagram.com/seagate/</a>  </p><p>Linkedin: <a href="https://www.linkedin.com/company/seagate-technology/">linkedin.com/company/seagate-technology/</a>  </p><p>X: <a href="https://x.com/Seagate">x.com/Seagate</a> </p><p>YouTube: <a href="https://www.youtube.com/user/SeagateTechnology">youtube.com/user/SeagateTechnology</a>  </p><p>– </p><p>Discover The Data Movement at <a href="https://www.seagate.com/stories/podcast/">seagate.com/stories/podcast</a> </p><p> </p>]]>
      </itunes:summary>
      <itunes:keywords>data, technology, analytics, artificial intelligence, saas, b2b, software</itunes:keywords>
      <itunes:explicit>No</itunes:explicit>
      <podcast:person role="Producer">Jaz Zepatos</podcast:person>
      <podcast:person role="Host">Paul Langston</podcast:person>
      <podcast:person role="Guest">Stephanie Hernandez</podcast:person>
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      <title>Welcome to The Data Movement</title>
      <itunes:title>Welcome to The Data Movement</itunes:title>
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        <![CDATA[<p>The Data Movement explores the people, ideas and technologies shaping how data is created, processed and used. Through conversations with technologists, creators and business leaders, we dive into the applications, engineering, insights and challenges behind the breakthroughs that power our data-driven world. </p>]]>
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        <![CDATA[<p>The Data Movement explores the people, ideas and technologies shaping how data is created, processed and used. Through conversations with technologists, creators and business leaders, we dive into the applications, engineering, insights and challenges behind the breakthroughs that power our data-driven world. </p>]]>
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      <pubDate>Wed, 18 Mar 2026 08:49:22 -0700</pubDate>
      <author>Seagate</author>
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      <itunes:author>Seagate</itunes:author>
      <itunes:duration>61</itunes:duration>
      <itunes:summary>
        <![CDATA[<p>The Data Movement explores the people, ideas and technologies shaping how data is created, processed and used. Through conversations with technologists, creators and business leaders, we dive into the applications, engineering, insights and challenges behind the breakthroughs that power our data-driven world. </p>]]>
      </itunes:summary>
      <itunes:keywords>data, data security, innovation, engineering, data storage, technology</itunes:keywords>
      <itunes:explicit>No</itunes:explicit>
      <podcast:person role="Host">Paul Langston</podcast:person>
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