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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Beyond Prompt Engineering: The Toolkit for Getting LLMs to Do What You Want, Part 1 - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <lastmod>2024-06-17</lastmod>
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    <loc>https://www.hoplabs.com/insights/leashing-your-llm-practical-and-cost-saving-tips-for-staying-on-topic</loc>
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    <lastmod>2024-05-20</lastmod>
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    <lastmod>2024-04-16</lastmod>
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    <lastmod>2024-03-12</lastmod>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Insights - Why Most LLM App POCs Fail - Make it stand out</image:title>
      <image:caption>It might be useful to own the actual open-air car cafe concept that Citroen demonstrated in Shanghai.</image:caption>
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      <image:caption>I’m not even sure if this actual Renault concept car has round wheels. It looks great though!</image:caption>
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      <image:title>Insights - Machine Learning Is About Statistics After All: A Series of Vignettes, Part 1 - Make it stand out</image:title>
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      <image:title>Insights - Machine Learning Is About Statistics After All: A Series of Vignettes, Part 1 - Make it stand out</image:title>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Pro Bono Work - Roam Robotics</image:title>
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      <image:title>Pro Bono Work</image:title>
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    <lastmod>2024-05-31</lastmod>
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      <image:title>Ankur at CVPR 2024</image:title>
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    <lastmod>2025-04-04</lastmod>
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      <image:title>ML/AI Research - Computer Vision for a Competitive Edge in Sports</image:title>
      <image:caption>For a startup at the cutting edge of innovation in the professional sports industry, we tackled the novel problem of tracking limbs in 3D, key to our client’s technology.</image:caption>
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      <image:title>ML/AI Research</image:title>
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    <loc>https://www.hoplabs.com/ml-engineering</loc>
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    <lastmod>2025-04-04</lastmod>
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      <image:title>ML/AI Engineering</image:title>
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      <image:title>ML/AI Engineering - Building Trust with LLMs: Balancing Product with Potential</image:title>
      <image:caption>For Harvard Business Publishing, we developed an LLM-powered chatbot application to leverage their rich archive of content, and conducted a successful brand-safe launch.</image:caption>
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    <loc>https://www.hoplabs.com/ml-operations</loc>
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    <lastmod>2025-04-04</lastmod>
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      <image:title>ML/AI Operations</image:title>
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      <image:title>ML/AI Operations - Accelerating Research in Autonomous Driving</image:title>
      <image:caption>Working closely with Toyota Research Institute’s Human Interactive Driving division, we’ve provided advanced engineering and operations support to scale and accelerate their machine learning research efforts.</image:caption>
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    <loc>https://www.hoplabs.com/ml-strategy</loc>
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    <lastmod>2025-04-04</lastmod>
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      <image:title>ML/AI Strategy</image:title>
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      <image:title>ML/AI Strategy - New Strategies for a High-Growth Team</image:title>
      <image:caption>For the leader of a successful, rapid-growth team, we helped to clarify bottlenecks and rethink the team strategy, to steer away from burnout toward continued success.</image:caption>
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    <loc>https://www.hoplabs.com/hop-trends-x-insights</loc>
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      <image:title>Hop at Trends x Insights</image:title>
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    <loc>https://www.hoplabs.com/computer-vision-for-sports</loc>
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    <lastmod>2024-04-11</lastmod>
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    <lastmod>2024-02-09</lastmod>
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    <lastmod>2024-02-09</lastmod>
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    <lastmod>2023-11-10</lastmod>
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    <lastmod>2024-01-12</lastmod>
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  <url>
    <loc>https://www.hoplabs.com/gaias-2024</loc>
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    <lastmod>2024-08-29</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/2df2e8f6-929b-4ece-97c9-32568d0f1cc3/Ankur+Kalra+and+Laura+Northridge.png</image:loc>
      <image:title>Hop &amp; HBP at GAIAS 2024 - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://www.hoplabs.com/work</loc>
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    <lastmod>2026-01-07</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/e4bda830-4c0b-4f30-bbf0-afad5929f676/image-asset.jpg</image:loc>
      <image:title>Results - Evaluating AI Solutions for Drug Discovery</image:title>
      <image:caption>For Takeda Pharmaceuticals, we evaluated the landscape of AI solutions in the marketplace, to find those that best fit Takeda’s needs toward accelerating their drug discovery process.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/0742672d-9f1a-4941-b1fb-c67f4362fe28/image-asset.jpg</image:loc>
      <image:title>Results - Finding the Right Tool to Accelerate Output</image:title>
      <image:caption>When our client needed to accelerate their data science team’s output, we helped them to evaluate their options, ultimately building a bespoke platform that resulted in an 8-10x increase in velocity.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/502fd3d6-3e79-4945-9f3c-be42a1b8e5ca/image-asset.png</image:loc>
      <image:title>Results - Unified Content Intelligence to Inform Executive Decisions</image:title>
      <image:caption>When a massive media conglomerate needed to understand their vast array of content to inform business decisions, we quickly built a v1 unified content intelligence layer to demonstrate the potential for further ROI.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/40c48144-e518-44c6-9919-fc76b9bd26e1/image-asset.png</image:loc>
      <image:title>Results - Improving User Satisfaction via Better Recommendations</image:title>
      <image:caption>As Gobble’s trusted partner, we’ve evolved their recommendation system for a better customer experience, increased sales, and reduced churn.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/7f153d9d-1342-40e7-8764-64c8f542f1cf/image-asset.jpg</image:loc>
      <image:title>Results - Scouting New Technology for Theme Parks</image:title>
      <image:caption>When our client was struggling to keep up with the latest in tech, we reported back from conferences with the opportunities that showed the most potential for their needs.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/6c3c6f4b-3b17-4dfb-93a7-6be11e13bc90/Added+Confidence+in+Hiring.png</image:loc>
      <image:title>Results - Added Confidence in Hiring with Technical Interview Support</image:title>
      <image:caption>For Seek AI, we conducted rigorous technical evaluations of their ML/AI research candidates and provided feedback that elevated Seek’s confidence in their hiring decisions.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/495fd051-dae5-448b-a052-74b4e87fbecc/Screen+Shot+2023-06-06+at+4.31.30+PM.jpg</image:loc>
      <image:title>Results - Medical Diagnostics R&amp;D</image:title>
      <image:caption>For Bostel Technologies, we conducted the research, implementation and deployment of a novel medical device, leading to a successful clinical trial.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/7de9b7ed-215e-49f2-ade7-26a7533a9860/image-asset.jpeg</image:loc>
      <image:title>Results - Accelerating Research in Autonomous Driving</image:title>
      <image:caption>Working closely with Toyota Research Institute’s Human Interactive Driving division, we’ve provided advanced engineering and operations support to scale and accelerate their machine learning research efforts.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/4a6a13b3-fa99-4ca0-b3d9-b8ffc028546f/Screen+Shot+2023-06-06+at+4.37.54+PM.jpg</image:loc>
      <image:title>Results - Preparing Innovation for Scale</image:title>
      <image:caption>When Syllable Life Sciences was ready to bring their innovation to production, we performed an in-depth technical audit and process review to identify improvements for scalability in the real world.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/50c4b3c5-5827-47b0-8fc4-8453e93c3ae0/2025_10+Logo+Wall.png</image:loc>
      <image:title>Results</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/68a2ae8c-1a6b-48d9-9ba7-f4aa6b6f31cf/Balancing+Product+with+Potential.jpg</image:loc>
      <image:title>Results - Building Trust with LLMs: Balancing Product with Potential</image:title>
      <image:caption>For Harvard Business Publishing, we developed an LLM-powered chatbot application to leverage their rich archive of content, and conducted a successful brand-safe launch.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/d2272db6-1a2e-41df-84c0-0b234429c539/From+Messy+Data+to+HIPAA-Compliant+AI</image:loc>
      <image:title>Results - From Messy Data to HIPAA-Compliant AI</image:title>
      <image:caption>For Haven Headache &amp; Migraine Center, we performed an in-depth review of their data and specific challenges, rapidly evaluated a myriad of options, and produced a clear LLM roadmap in just two weeks.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/3e057c7f-f3b8-453e-8769-92ef5d883fa0/image-asset.png</image:loc>
      <image:title>Results - Computer Vision for a Competitive Edge in Sports</image:title>
      <image:caption>For a startup at the cutting edge of innovation in the professional sports industry, we tackled the novel problem of tracking limbs in 3D, key to our client’s technology.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/f971be82-5935-40a7-8691-14c795f0705b/Atlas+case+study+image.png</image:loc>
      <image:title>Results - New Strategies for a High-Growth Team</image:title>
      <image:caption>For the leader of a successful, rapid-growth team, we helped to clarify bottlenecks and rethink the team strategy, to steer away from burnout toward continued success.</image:caption>
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    <loc>https://www.hoplabs.com/building-trust-with-llms</loc>
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    <lastmod>2025-03-31</lastmod>
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    <lastmod>2024-11-15</lastmod>
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      <image:title>Home</image:title>
      <image:caption>Photo by from2015/iStock / Getty Images</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/1dc79fb7-896a-4b04-b827-2329bade0abc/Home+Page+Logos.png</image:loc>
      <image:title>Home - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/1731522119036-FZ6T0Z8JZGD35LJAL3X0/image-asset.jpeg</image:loc>
      <image:title>Home - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/58c90f883e00be19b25c0b57/1489602924803-ZDPB2VI6WJAJPRZOBXGG/SQS_RYAN-HENRY_DK_0260-cropped.jpg</image:loc>
      <image:title>Home</image:title>
      <image:caption>Photo by Rawpixel/iStock / Getty Images</image:caption>
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    <loc>https://www.hoplabs.com/from-messy-data-to-hipaa-compliant-ai</loc>
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    <lastmod>2025-09-09</lastmod>
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    <loc>https://www.hoplabs.com/all-styles</loc>
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    <lastmod>2025-05-12</lastmod>
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    <lastmod>2025-08-07</lastmod>
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      <image:title>Values + Practice</image:title>
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    <lastmod>2025-09-18</lastmod>
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    <lastmod>2025-10-20</lastmod>
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