https://development.tldrecap.tech/presenters/komal-mangtani/ Recent content in Komal Mangtani on TLDRecap ⏮️ https://development.tldrecap.tech/images/tldrecap_logo.jpg https://development.tldrecap.tech/images/tldrecap_logo.jpg Hugo en Fri, 19 Jun 2026 09:31:48 -0700 https://development.tldrecap.tech/posts/2026/scale-ai-data/agent-infrastructure-challenges-opportunities-security-memory/ Fri, 19 Jun 2026 09:31:48 -0700 https://development.tldrecap.tech/posts/2026/scale-ai-data/agent-infrastructure-challenges-opportunities-security-memory/ <p><strong>Presenters</strong></p> <ul> <li> <a href="https://development.tldrecap.tech/presenters/anoop-deoras">Anoop Deoras</a> </li><li> <a href="https://development.tldrecap.tech/presenters/ilia-shumailov">Ilia Shumailov</a> </li><li> <a href="https://development.tldrecap.tech/presenters/komal-mangtani">Komal Mangtani</a> </li></ul> <p><strong>Source</strong></p> <ul> <li> <a href="https://development.tldrecap.tech/sources/scale-ai-and-data-2026">Scale AI and Data 2026</a> </li></ul> <h1 id="navigating-the-frontier-exciting-challenges-and-opportunities-in-agent-infrastructure-">Navigating the Frontier: Exciting Challenges and Opportunities in Agent Infrastructure 🚀</h1> <p>The world of AI agents is evolving at an astonishing pace, and with it come a wave of complex challenges and thrilling opportunities. In a recent Q&amp;A session, leading minds in the field – Anoop Deoras, Ilia Shumailov, and Komal Mangtani – dived deep into the heart of agent infrastructure, discussing everything from long-horizon tasks to the ever-present specter of security.</p> https://development.tldrecap.tech/posts/2026/scale-ai-data/ai-agents-data-governance-meta-approach/ Fri, 19 Jun 2026 09:12:46 -0700 https://development.tldrecap.tech/posts/2026/scale-ai-data/ai-agents-data-governance-meta-approach/ <p><strong>Presenters</strong></p> <ul> <li> <a href="https://development.tldrecap.tech/presenters/komal-mangtani">Komal Mangtani</a> </li></ul> <p><strong>Source</strong></p> <ul> <li> <a href="https://development.tldrecap.tech/sources/scale-ai-and-data-2026">Scale AI and Data 2026</a> </li></ul> <h1 id="navigating-the-wild-west-of-ai-agents-a-deep-dive-into-data-governance-">Navigating the Wild West of AI Agents: A Deep Dive into Data Governance 🚀</h1> <p>The AI revolution is here, and enterprises are racing to adopt it. We&rsquo;re seeing an impressive <strong>80% of enterprises embracing AI</strong>, but a stark reality check follows: only <strong>21% have a mature governance model</strong> in place. This gap, as Komal Mangtani, Head of AI and Data Governance at Meta, warns, could lead to a &ldquo;great AI rollback,&rdquo; with a staggering <strong>40% of enterprises potentially demoting their enterprise agents</strong> after a governance failure. Governance isn&rsquo;t an afterthought; it&rsquo;s the bedrock for safe and effective AI deployment.</p>