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    <title>Thirdrez Research Notes</title>
    <link>https://thirdrez.com/blog</link>
    <description>Technical insights on 3D motion synthesis, cryptographic provenance, and the future of AI animation.</description>
    <language>en-us</language>
    <lastBuildDate>Sun, 31 May 2026 19:59:26 GMT</lastBuildDate>
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      <title>Thirdrez Research Notes</title>
      <link>https://thirdrez.com/blog</link>
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    <managingEditor>contact@thirdrez.com (Thirdrez Team)</managingEditor>
    <webMaster>contact@thirdrez.com (Thirdrez Team)</webMaster>
    <copyright>Copyright 2026 Thirdrez. All rights reserved.</copyright>
    
    <item>
      <title><![CDATA[Jiggle Bones: Add Secondary Motion to Any 3D Avatar in One Click]]></title>
      <link>https://thirdrez.com/blog/jiggle-bones-secondary-motion-kinetiq</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/jiggle-bones-secondary-motion-kinetiq</guid>
      <pubDate>Wed, 27 May 2026 10:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Tutorial</category>
      <description><![CDATA[Tutorial: use Kinetiq Engine's Jiggle Bones to bring hair, skirts, capes, and tails to life with real-time Verlet physics. Works with VRM, Second Life Bento, and any bone-driven avatar.]]></description>
      <content:encoded><![CDATA[Static animations look stiff. The thing that actually sells believability isn't the main body motion — it's what happens around it: hair that sways half a beat behind a head turn, a skirt that swings and settles after a spin, a cape that billows on acceleration. That's secondary motion, and it's the...]]></content:encoded>
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      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Announcing Amanda 2.0: The Private, Multi-Engine AI Built for Uncensored Creative Freedom]]></title>
      <link>https://thirdrez.com/blog/amanda-2-0-private-multi-engine-ai-assistant</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/amanda-2-0-private-multi-engine-ai-assistant</guid>
      <pubDate>Mon, 06 Apr 2026 10:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Product Launch</category>
      <description><![CDATA[ThirdRez Labs launches Amanda 2.0—a proprietary, zero-data-retention AI assistant featuring four neural engines, DeepThink reasoning, and absolute client-side isolation.]]></description>
      <content:encoded><![CDATA[Today, we are thrilled to announce the official launch of Amanda 2.0, now live on Product Hunt(https://www.producthunt.com/products/amanda-ai-2-0) and available globally.

The artificial intelligence landscape is saturated with platforms that view your data—your code, your conversations, your intell...]]></content:encoded>
      <media:content url="https://thirdrez.com/amanda_2_architecture.png" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[MotionPrint: How to Prove You Made That Animation (Without Uploading Anything)]]></title>
      <link>https://thirdrez.com/blog/motionprint-complete-guide-cryptographic-provenance-2026</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/motionprint-complete-guide-cryptographic-provenance-2026</guid>
      <pubDate>Fri, 09 Jan 2026 10:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Tutorial</category>
      <description><![CDATA[A complete guide to cryptographic provenance for 3D motion. Learn how MotionPrint watermarks your animations client-side, why your files never leave your device, and how to verify or register your work in minutes.]]></description>
      <content:encoded><![CDATA[You spent hours—maybe days—crafting the perfect walk cycle, dance animation, or combat sequence. Then you upload it to a marketplace, share it in a Discord, or deliver it to a client. 

But how do you prove you made it?

File metadata is trivial to edit. Timestamps can be forged. Screenshots prove n...]]></content:encoded>
      <media:content url="https://thirdrez.com/images/blog/jan-26/motionprint-verify-motion-3d-models-assets.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Fix Foot Sliding in 60 Seconds with Kinetiq Editor]]></title>
      <link>https://thirdrez.com/blog/fix-foot-sliding-60-seconds-kinetiq-editor</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/fix-foot-sliding-60-seconds-kinetiq-editor</guid>
      <pubDate>Sat, 15 Nov 2025 10:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Tutorial</category>
      <description><![CDATA[Step-by-step tutorial: eliminate the #1 AI animation artifact using our browser-based foot locking tool. No software installation required.]]></description>
      <content:encoded><![CDATA[Foot sliding is the most common and visible artifact in AI-generated animations. Whether you're using Motion Diffusion, Mixamo, or any generative tool, chances are your character's feet glide across the ground during walk cycles. This tutorial shows you how to fix it in under 60 seconds using Kineti...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[From Marketplace Download to Unity in 5 Minutes — Complete Workflow]]></title>
      <link>https://thirdrez.com/blog/marketplace-download-unity-5-minutes</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/marketplace-download-unity-5-minutes</guid>
      <pubDate>Wed, 12 Nov 2025 14:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Tutorial</category>
      <description><![CDATA[Real-world tutorial: Download a Thirdrez animation, retarget to Unity Humanoid, and get it running in your game. Includes troubleshooting tips.]]></description>
      <content:encoded><![CDATA[You've found the perfect walk cycle on Thirdrez marketplace(https://thirdrez.com/marketplace). Now what? This tutorial walks you through the complete workflow: download → import → retarget → play in Unity. No guesswork, no broken rigs — just working animation in your game.

 What makes Thirdrez anim...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Why Motion Provenance Will Define the AI Animation Era]]></title>
      <link>https://thirdrez.com/blog/why-motion-provenance-will-define-ai-animation</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/why-motion-provenance-will-define-ai-animation</guid>
      <pubDate>Tue, 11 Nov 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Business</category>
      <description><![CDATA[Without verifiable provenance, AI motion turns into an IP minefield. MotionPrint changes the conversation—from “who made this?” to “here is the cryptographic proof.”]]></description>
      <content:encoded><![CDATA[The coming flood

AI motion models accelerate content 10×, but the market already asks: who owns this clip? can we license it safely? Marketplaces, studios, and live-ops teams need a verifiable chain of custody.

 Thirdrez’s stance

Speed must ship with trust. MotionPrint adds:

- Proof at the file ...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[MotionPrint — Watermark & Fingerprint for 3D Motion (Public Beta)]]></title>
      <link>https://thirdrez.com/blog/motionprint-watermark-fingerprint-for-3d-motion</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/motionprint-watermark-fingerprint-for-3d-motion</guid>
      <pubDate>Mon, 10 Nov 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Research</category>
      <description><![CDATA[How Thirdrez's MotionPrint adds invisible watermarking and searchable fingerprints to GLB/GLTF/BVH—so creators can prove authorship and studios can verify licensing at scale.]]></description>
      <content:encoded><![CDATA[> TL;DR — MotionPrint™ is Thirdrez's "Shazam for animations." We embed a privacy-safe, invisible watermark into GLB/GLTF/BVH and expose a public verifier at /motionprint/verify(/motionprint/verify). In SaaS, we add fingerprint search to find derivatives even after retargeting, resampling, or light e...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[From Lab Benchmarks to Live Pipelines -- How Thirdrez Closes the Motion AI Gap]]></title>
      <link>https://thirdrez.com/blog/bridging-academic-motion-ai-production</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/bridging-academic-motion-ai-production</guid>
      <pubDate>Wed, 05 Nov 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Research</category>
      <description><![CDATA[See how Thirdrez translates breakthroughs like SMPL-X, MotionBERT, MoDi, and LoRA adapters into production-grade motion that ships.]]></description>
      <content:encoded><![CDATA[Academic motion papers have never moved faster. SMPL-family body models, diffusion-based generators, and adapter-style fine-tuning arrive every conference season. Yet studios still struggle to apply those breakthroughs to projects with deadlines, licensing constraints, and QA gates. This post docume...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Motion AI in Games and Metaverse -- Constraints We Solve at Thirdrez]]></title>
      <link>https://thirdrez.com/blog/motion-ai-production-constraints</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/motion-ai-production-constraints</guid>
      <pubDate>Sun, 12 Oct 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Research</category>
      <description><![CDATA[The toughest problems in deploying motion AI for live games and virtual worlds, and how the Kinetiq Engine addresses them.]]></description>
      <content:encoded><![CDATA[Studios want AI to generate animation on demand, yet few pipelines survive the jump from research to production. Years working at Thirdrez showed us the bottleneck is never "generating keyframes." The real risk lives inside dataset governance, believable physics, multiparadigm retargeting, and obser...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Practical Ways Directors and Tooling Teams Use Thirdrez]]></title>
      <link>https://thirdrez.com/blog/practical-uses</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/practical-uses</guid>
      <pubDate>Fri, 19 Sep 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Pipeline</category>
      <description><![CDATA[Discover how directors, previs, and tools engineers orchestrate the Thirdrez Kinetiq Engine for faster motion production.]]></description>
      <content:encoded><![CDATA[Thirdrez is more than a download button. The Kinetiq Engine delivers building blocks that directors, previs leads, and tools engineers orchestrate together. When every motion shares the same metadata contract, it becomes simple to transform ideas into shippable sequences.

 Directors and previs supe...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Deep Learning + Human Refinement -- How Thirdrez Trains the Kinetiq Engine]]></title>
      <link>https://thirdrez.com/blog/kinetiq-deep-learning-human-refinement</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/kinetiq-deep-learning-human-refinement</guid>
      <pubDate>Tue, 26 Aug 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Engine</category>
      <description><![CDATA[Inside the Thirdrez approach to deep learning motion models, retraining with human-polished data, and why it matters for production.]]></description>
      <content:encoded><![CDATA[The Thirdrez Kinetiq Engine exists to balance speed and believability. We use deep learning to generate performances in minutes, yet we guarantee that every take passes through human refinement before it reaches the marketplace. Here is the anatomy of that loop--with links to the research that inspi...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[From Prompt to BVH, FBX, and ANIM -- A Practical Path for SL, UE5, Unity, and Roblox]]></title>
      <link>https://thirdrez.com/blog/prompt-to-bvh-fbx-anim</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/prompt-to-bvh-fbx-anim</guid>
      <pubDate>Sun, 03 Aug 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Integration</category>
      <description><![CDATA[Import Thirdrez animations without rework using clean loops, physics passes, and retarget presets tuned for every major platform.]]></description>
      <content:encoded><![CDATA[Thirdrez export bundles move from idea to implementation without friction. Each download includes loop trimming, physics refinement, and retarget presets so your integration checklist stays short while quality stays high.

 Quick-start checklist

1. Download your animation from the Thirdrez marketpl...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Root Motion and Foot Locking -- How We Eliminate Drift in Real Time]]></title>
      <link>https://thirdrez.com/blog/root-motion-foot-locking-eliminate-drift</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/root-motion-foot-locking-eliminate-drift</guid>
      <pubDate>Fri, 11 Jul 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Pipeline</category>
      <description><![CDATA[Understand the checks Thirdrez runs to normalise root motion and stabilise foot locking before clips reach your pipeline.]]></description>
      <content:encoded><![CDATA[Nothing breaks immersion faster than sliding feet or jittery loops. Thirdrez invests heavily in root motion normalisation and foot locking so every download stays grounded--whether you deploy to UE5, Unity, Roblox, or Second Life.

 Why drift multiplies

A skipped root correction or an unlocked cont...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Elevate Your Second Life Creations with Thirdrez Animations]]></title>
      <link>https://thirdrez.com/blog/second-life-creations-with-thirdrez-ai</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/second-life-creations-with-thirdrez-ai</guid>
      <pubDate>Tue, 17 Jun 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>UseCase</category>
      <description><![CDATA[Bring fluid, believable motion to Second Life AOs, HUDs, and couple interactions without battling complex keyframing.]]></description>
      <content:encoded><![CDATA[Second Life creators know the pain: stiff AOs, awkward couple poses, and limited time to overhaul animation sets. Thirdrez brings fluid motion to your toolbox without marathon curve editing, letting you focus on storytelling.

 The updated workflow in four steps

1. Describe the performance you need...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[TRZ Kinetiq API (Private Alpha) -- Programmatic Motion Generation]]></title>
      <link>https://thirdrez.com/blog/trz-kinetiq-api-private-alpha</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/trz-kinetiq-api-private-alpha</guid>
      <pubDate>Sun, 25 May 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Developers</category>
      <description><![CDATA[Call the Thirdrez Kinetiq Engine through an API to stream previews and export BVH, FBX, and ANIM files directly into your production tools.]]></description>
      <content:encoded><![CDATA[The TRZ Kinetiq API delivers Thirdrez motion synthesis straight into your build systems. Instead of juggling manual downloads, you orchestrate prompts, previews, and exports from the same pipelines that deploy your games, machinima tools, or immersive experiences.

 What you get out of the box

Ever...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Kinetiq Engine v2.1.3 -- AI Speed, Human Polish That Ships]]></title>
      <link>https://thirdrez.com/blog/kinetiq-engine-ai-speed-human-polish</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/kinetiq-engine-ai-speed-human-polish</guid>
      <pubDate>Thu, 01 May 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Engine</category>
      <description><![CDATA[Explore how the Thirdrez pipeline blends AI synthesis with expert refinement to deliver motion that drops straight into production.]]></description>
      <content:encoded><![CDATA[Kinetiq Engine v2.1.3 is the backbone of Thirdrez. It compresses the iteration loop with neural motion synthesis yet insists on the polish standards you would expect from a senior animation team. The result: every clip you download ships production-ready.

 The three promises behind every clip

1. L...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Why Generative Motion AI Beats Mocap and Manual Keyframing]]></title>
      <link>https://thirdrez.com/blog/generative-motion-ai-vs-mocap-keyframing</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/generative-motion-ai-vs-mocap-keyframing</guid>
      <pubDate>Tue, 08 Apr 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Technical</category>
      <description><![CDATA[See how the Thirdrez Kinetiq Engine outpaces mocap and keyframing for realistic motion while keeping budgets in check.]]></description>
      <content:encoded><![CDATA[For years, animation teams have lived between two extremes: hand-key everything or rent a mocap stage. Both deliver quality, yet both strain budgets, timelines, and team stamina. Thirdrez introduces a third path with the Kinetiq Engine--a generative system that couples neural motion synthesis with h...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Changelog-Driven Quality: Why Versioning Matters for Motion Teams]]></title>
      <link>https://thirdrez.com/blog/changelog-driven-quality-motion-teams</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/changelog-driven-quality-motion-teams</guid>
      <pubDate>Sun, 16 Mar 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Engine</category>
      <description><![CDATA[Use the Thirdrez Kinetiq Engine changelog to align production, QA, and tech-art teams around reliable AI motion deliveries.]]></description>
      <content:encoded><![CDATA[Velocity without control is expensive. The Kinetiq Engine ships frequent iterations, but production teams only benefit when every change is traceable. That is why the Thirdrez changelog is treated like a mission log: a single source of truth pairing each engine release with guidance for motion leads...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[Which Thirdrez Plan Fits You -- Free Style, Builder Pro, or Freedom Tier]]></title>
      <link>https://thirdrez.com/blog/which-plan-thirdrez</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/which-plan-thirdrez</guid>
      <pubDate>Thu, 20 Feb 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Business</category>
      <description><![CDATA[Compare access, licensing, and support across Thirdrez plans so you can scale your motion pipeline with confidence.]]></description>
      <content:encoded><![CDATA[Choosing the right Thirdrez plan keeps your production legal, your budget predictable, and your team supported. Think of it as designing a service-level agreement around animation and AI-driven motion.

 Snapshot of the three tiers

| Plan | Ideal For | Key Benefits |
| ---- | --------- | ----------...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[More Than a Marketplace -- Why the Thirdrez Engine Will Change Virtual Worlds]]></title>
      <link>https://thirdrez.com/blog/why-thirdrez-engine-will-change-virtual-worlds</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/why-thirdrez-engine-will-change-virtual-worlds</guid>
      <pubDate>Tue, 28 Jan 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Vision</category>
      <description><![CDATA[Understand how the Thirdrez Kinetiq Engine democratizes believable motion so creators can build immersive worlds without compromise.]]></description>
      <content:encoded><![CDATA[For creators building games, metaverses, and virtual productions, the classic trade-off never went away: spend time, burn budget, or accept lower quality. Thirdrez exists to break that impossible triangle by uniting intelligent motion synthesis with surgical human refinement.

 Democratising believa...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
    </item>

    <item>
      <title><![CDATA[The Thirdrez Motion Ops Playbook]]></title>
      <link>https://thirdrez.com/blog/thirdrez-motion-ops-playbook</link>
      <guid isPermaLink="true">https://thirdrez.com/blog/thirdrez-motion-ops-playbook</guid>
      <pubDate>Sun, 05 Jan 2025 12:00:00 GMT</pubDate>
      <author>contact@thirdrez.com (Thirdrez Team)</author>
      <category>Business</category>
      <description><![CDATA[Governance, automation, and analytics patterns that keep Thirdrez Kinetiq Engine deliveries on schedule.]]></description>
      <content:encoded><![CDATA[Building a dependable motion pipeline goes beyond acquiring great clips. It demands ownership, automation, and observability—especially when your output spans multiple games, virtual worlds, or cinematic productions. This Motion Ops playbook distils how leading teams operationalise the Thirdrez Kine...]]></content:encoded>
      <media:content url="https://thirdrez.com/og/default.jpg" medium="image" />
      <dc:creator>Thirdrez Team</dc:creator>
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