<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:xhtml="http://www.w3.org/1999/xhtml" xmlns:video="http://www.google.com/schemas/sitemap-video/1.1">
  <url>
    <loc>https://www.eskridge.co/insights</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-02-25</lastmod>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/2025-year-in-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-05</lastmod>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/the-advent-of-generative-personalization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-03-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/7ad9af5b-d0be-4c30-99fb-5bb317beb039/tmpk168fnj8.jpg</image:loc>
      <image:title>Insights - The Advent of Generative Personalization - Make it stand out</image:title>
      <image:caption>Figure 1. AI Slop, as envisaged by Flux 1.1 Pro</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/the-commoditization-of-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-02-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/e47968cf-a24d-438f-a2d0-c49f153e6093/benchmarks+%281%29.png</image:loc>
      <image:title>Insights - The Commoditization of AI - Make it stand out</image:title>
      <image:caption>Figure 1: Proprietary vs Open Source AI performance on PhD-level science questions, from Epoch AI.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/1a2e05c1-6ae8-4ba9-851c-80cbee77de90/1733933642736.png</image:loc>
      <image:title>Insights - The Commoditization of AI - Make it stand out</image:title>
      <image:caption>Figure 2: AI speed, by inference hardware provider, from Artificial Analysis.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/how-to-use-ai-coding-assistants</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-26</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/1acfe681-962f-4e78-883d-ff0d84d1342d/Screenshot+2024-09-24+at+1.40.55%E2%80%AFPM.png</image:loc>
      <image:title>Insights - Accelerating software engineering with AI - Make it stand out</image:title>
      <image:caption>Figure 1. Adoption and usage over time, by developer tenure and level</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/mitigating-the-risks-of-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-05-02</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/6fa85c5b-acad-4a97-9200-1bcdcee1bb62/Screenshot+2024-04-24+at+4.22.31%E2%80%AFPM.png</image:loc>
      <image:title>Insights - Mitigating the Risks of AI - Make it stand out</image:title>
      <image:caption>Figure 1: Trust in AI over time, from the 2024 Edelman Trust Barometer report</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/f1fb371f-ee53-4356-a089-fae99da13f29/AC+2.png</image:loc>
      <image:title>Insights - Mitigating the Risks of AI - Make it stand out</image:title>
      <image:caption>Figure 2: P.T. Barnum once said “There’s no such thing as bad publicity.” Pretty sure Air Canada would beg to differ in this case.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/2db646b2-df4e-4f07-8d25-4a8c894ba322/A16z.png</image:loc>
      <image:title>Insights - Mitigating the Risks of AI - Make it stand out</image:title>
      <image:caption>Figure 3: Responses from a survey of 70 enterprises by Andreessen Horowitz</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/1183ba35-9173-4e8a-af66-ea7fa8698fbc/Screenshot+2024-04-27+at+2.47.23%E2%80%AFPM.png</image:loc>
      <image:title>Insights - Mitigating the Risks of AI - Make it stand out</image:title>
      <image:caption>Figure 4: Disparity in language representation on the web. Sourced from restofworld.org</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/selecting-the-right-generative-ai-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-02-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/0a7b54e3-72e3-40a8-b8f1-78be8d910f32/500K+models+part+2.png</image:loc>
      <image:title>Insights - Selecting the right generative AI model. - Make it stand out</image:title>
      <image:caption>Figure 1: A snapshot taken in Feb 2024. Back in October, there were only 320K models listed.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/437e9894-83e9-48f9-ac99-f3603f739f07/ARK-Invest-AI-Training-Eras-of-Compute-Graph-1.png</image:loc>
      <image:title>Insights - Selecting the right generative AI model. - Make it stand out</image:title>
      <image:caption>Figure 2: Model sizes are growing exponentially. For context, AlexNet is 62 million parameters whereas BERT has 345 million. Source: OpenAI</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/ab5910f4-e3bf-4149-b373-069d6d9167c0/Inference+times+-+databricks.png</image:loc>
      <image:title>Insights - Selecting the right generative AI model. - Make it stand out</image:title>
      <image:caption>Figure 3: Using the same hardware in column 3, the 7 billion parameter model is nearly 6x faster than the 70 billion parameter model. Source: Databricks</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/benchmarks-for-ai-driven-productivity-gains</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-01-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/d65eca5c-2bb8-4e46-b57f-ee21d8d66eee/From+Noy+writing+study+2.png</image:loc>
      <image:title>Insights - Benchmarks for AI-driven productivity gains. - Make it stand out</image:title>
      <image:caption>Figure 1: The green lines show time spent and grades for those utilizing AI, compared to the black line of those without.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/08265ce1-bed4-48a5-9491-85ef7b874a34/From+Noy+Writing+study.png</image:loc>
      <image:title>Insights - Benchmarks for AI-driven productivity gains. - Make it stand out</image:title>
      <image:caption>Figure 2: The green line shows scores of those using AI, and the black line show those without.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/9475d2e9-5a0a-4172-b966-c7a1304c24a4/From+Jagged+Frontier.png</image:loc>
      <image:title>Insights - Benchmarks for AI-driven productivity gains. - Make it stand out</image:title>
      <image:caption>Figure 3: The green bar indicates average scores for tasks without AI, and the blue bar indicates tasks completed using AI.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/when-will-ai-automate-video-production</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-01-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/3bad0f27-2cca-454a-b90a-7e2c43a7dc74/Moore%27s+Law.png</image:loc>
      <image:title>Insights - Key drivers of AI advancement. - Make it stand out</image:title>
      <image:caption>Figure 1. Transistor counts, 1970 - 2020.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/e2df7753-eaf3-4c0f-b3a0-f38ed1cc00e8/Data+Produced+Per+Year.png</image:loc>
      <image:title>Insights - Key drivers of AI advancement. - Make it stand out</image:title>
      <image:caption>Figure 2. Annual data produced, Statista</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/c4471f15-ad19-442c-930f-db4d2d606b6b/voice+accuracy.jpg</image:loc>
      <image:title>Insights - Key drivers of AI advancement. - Make it stand out</image:title>
      <image:caption>Figure 3. Google word accuracy, Mary Meeker’s 2017 Internet Trends report</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/insights/introducing-eskridge</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-06-27</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/0bb41636-f171-47fd-aeed-ec083bbc9d2d/Screenshot+2023-10-11+at+4.12.17+PM.png</image:loc>
      <image:title>Insights - Why it’s the right time to explore AI. - Make it stand out</image:title>
      <image:caption>Figure 1. Google search volume for “AI” since 2020.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/d4988466-def9-4d15-b1b4-b69d593a0ee4/Long+tail+of+AI.png</image:loc>
      <image:title>Insights - Why it’s the right time to explore AI. - Make it stand out</image:title>
      <image:caption>Figure 2. Slide from Andrew Ng’s 2022 Ted Talk</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/home</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2026-01-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/7165b12a-ec36-4fb6-875a-8aab2bd05527/Cropped.jpeg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/5dd76caa-63c6-4809-881b-35ae7944902e/Kate+Watts+headshot.jpeg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/2eee7518-5392-4900-8811-880fdf63e57d/Group+4.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/e2524b4b-7113-4ede-a91a-cdca13b00e95/Group+5.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/f189759a-5f7c-40d7-bade-c1fe1ec00705/Group+3.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/1e4e4985-e883-474e-8df7-cb29b4ca5a26/Group+1.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/1215169a-fc67-4649-9d4e-5843eb37568c/Group+8.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/6d1a6c62-f372-425a-ac79-061953cd7a30/Group+6.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/d621dcfa-b9ec-4761-ba12-0abfa8811141/Group+13.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/36f29632-b16b-41eb-93c4-a683a1fa2116/Group+14.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.eskridge.co/case-study-huge</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2024-07-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/0cd8dda8-807c-4b4e-a448-e34506217821/New+Image.png</image:loc>
      <image:title>Case Study: Huge</image:title>
      <image:caption>Image uploading &amp; prompting.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/0827c30b-6d67-48cf-8d14-314cf0b211d8/Runs.png</image:loc>
      <image:title>Case Study: Huge</image:title>
      <image:caption>Parallel processing.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/65149f267427eb0b4178c5bb/c8345f41-a9ce-4699-aab8-6cc13262f696/Run+Detail.png</image:loc>
      <image:title>Case Study: Huge</image:title>
      <image:caption>Multiple aspect ratios.</image:caption>
    </image:image>
  </url>
</urlset>

