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    <loc>https://www.jeannelizabeth.com/blog</loc>
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    <lastmod>2026-03-29</lastmod>
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    <loc>https://www.jeannelizabeth.com/blog/vibe-coding-a-double-edged-sword</loc>
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    <lastmod>2026-03-03</lastmod>
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    <loc>https://www.jeannelizabeth.com/blog/notes-on-virtuous-data-cycle-and-network-effects</loc>
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    <lastmod>2026-03-03</lastmod>
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      <image:title>Blog - How the Best AI Companies Use Data to Build Unbeatable Moats - 15 March 2025</image:title>
      <image:caption>One data point is worth a dollar. Two are worth two dollars. But ten million? That can build a company. Data’s value scales non-linearly - when aggregated and leveraged effectively, it fuels exponential growth.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/5f38323a-0158-4a88-a60d-3869723f0451/Zipf-rank-plot-for-276-metropolitan-areas-in-the-United-States-after-results-of-the.png</image:loc>
      <image:title>Blog - How the Best AI Companies Use Data to Build Unbeatable Moats - Make it stand out</image:title>
      <image:caption>The distribution of population sizes of 276 metropolitan areas in the USA in 2000 on a log-log scale, which clearly demonstrates a Power Law distribution.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/176acc14-e0f3-4256-8783-af003ee9ea2d/Example-of-a-GPT-2-text-generation-output-underlined-text-shows-sentences-drifting-off.ppm.png</image:loc>
      <image:title>Blog - How the Best AI Companies Use Data to Build Unbeatable Moats - 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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  <url>
    <loc>https://www.jeannelizabeth.com/blog/taking-stock-of-ai-landscape</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-03-03</lastmod>
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  <url>
    <loc>https://www.jeannelizabeth.com/blog/did-renaldo-really-crash-coca-cola-share-price</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-03-09</lastmod>
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      <image:title>Blog - Did Ronaldo Really Crash Coca-Cola’s Share Price? - 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/v1/6582d4f26302617184817cc9/bba21e7b-0893-49fd-8537-b5b7238ac3b0/Image+1.jpeg</image:loc>
      <image:title>Blog - Did Ronaldo Really Crash Coca-Cola’s Share Price? - Make it stand out</image:title>
      <image:caption>Ronaldo promoting Coke, early 2000s</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/a7b68735-03ad-40de-ab01-f8150c77ef3a/Image+2.jpeg</image:loc>
      <image:title>Blog - Did Ronaldo Really Crash Coca-Cola’s Share Price? - Source: https://twitter.com/Keshav_atri_/status/1405089320764010496</image:title>
      <image:caption>Source: https://twitter.com/Keshav_atri_/status/1405089320764010496</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/0afa889d-bba5-40f1-afee-630262ac1430/Image+3.jpeg</image:loc>
      <image:title>Blog - Did Ronaldo Really Crash Coca-Cola’s Share Price? - Google Search Trends for Coca-Cola and Cristiano Ronaldo, sourced on 21 June, 2021.</image:title>
      <image:caption>Google Search Trends for Coca-Cola and Cristiano Ronaldo, sourced on 21 June, 2021.</image:caption>
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  </url>
  <url>
    <loc>https://www.jeannelizabeth.com/blog/gamestop-short-squeeze-meme-stocks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-03-09</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/0a377c27-048f-40af-a768-78d597eb3568/Image+12.jpeg</image:loc>
      <image:title>Blog - A Pre-mortem on the Meme Stock Bubble - A speculative bubble is a spike in asset values within a particular industry, commodity, or asset class to unsubstantiated levels, fuelled by irrational speculative activity that is not supported by the fundamentals.</image:title>
      <image:caption>The tweets from this era will one day hang in the Museum of Speculative Bubbles.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/0e3f9cb0-4e4c-4963-b7e6-be0fd376bcc4/Image+13.jpeg</image:loc>
      <image:title>Blog - A Pre-mortem on the Meme Stock Bubble - Things you don’t see during a bear market</image:title>
      <image:caption>Savvy “investors” are buying up rare sneakers at cost or discount and reselling them to collectors. Some limited-edition sneakers go for up to $10,000. I found this on Twitter, with the caption “Headlines you don’t see during a bear market“ or something to that extent. Unfortunately I cannot find this tweet to attribute the quote.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/2c7415a0-a1b0-4d99-9bed-8b25eb5363c7/Image+14.jpeg</image:loc>
      <image:title>Blog - A Pre-mortem on the Meme Stock Bubble - 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/v1/6582d4f26302617184817cc9/06b75eac-d238-4133-a7e8-5530e6c988d7/Image+16.jpeg</image:loc>
      <image:title>Blog - A Pre-mortem on the Meme Stock Bubble - 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/v1/6582d4f26302617184817cc9/bb55d2c6-1168-4622-a8df-49e5e0ef34f8/Image+30.jpeg</image:loc>
      <image:title>Blog - A Pre-mortem on the Meme Stock Bubble - The tweet that made r/wallstreetbets go mainstream</image:title>
      <image:caption>The Tweet that catapulted WallStreetBets into history</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/be36f6df-5a5f-4cfa-ba34-3056a9e2e08d/Image+18.jpeg</image:loc>
      <image:title>Blog - A Pre-mortem on the Meme Stock Bubble - 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/v1/6582d4f26302617184817cc9/21181c11-9d27-4102-b728-e50a43e11d17/Image+19.jpeg</image:loc>
      <image:title>Blog - A Pre-mortem on the Meme Stock Bubble - Make it stand out</image:title>
      <image:caption>Google search volumes over time for “safe investment”. Created on 03/03/2021 by Author.</image:caption>
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  </url>
  <url>
    <loc>https://www.jeannelizabeth.com/blog/word-embeddings-word2vec-to-bert</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-03-09</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/9623b742-36b7-41c8-8782-670cf3af2f38/Screenshot+2024-01-28+at+16.27.42.png</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>Embeddings visualised. Picture sourced from Bio-inspired Structure Identiﬁcation in Language Embeddings</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/50a4b82c-2199-4da4-ae01-889b74631555/Image+21.jpeg</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>Sourced from https://www.smashingmagazine.com/2012/05/stop redesigning-start-tuning-your-site/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/4b253978-25d0-4394-b341-8d0e9102df24/Image+22.jpeg</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>Sourced from https://arxiv.org/pdf/1309.4168v1.pdf</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/6d4d15c2-15a5-422c-a5af-188a1bb2f521/Image+23.jpeg</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>Sourced from https://developers.google.com/machine-learning/crash-course/embeddings/translating-to-a-lower-dimensional-space</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/b754f579-5eb6-4227-8fbf-b847f4d7defd/Image+24.jpeg</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>The inner workings of a biLSTM. Sourced from https://www.analyticsvidhya.com/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/e08bebbc-8240-41f3-986b-34507f4de4ae/Image+29.jpeg</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>Sourced from https://syncedreview.com/2020/03/13/bertlang-helps-researchers-choose-between-bert-models/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/f4fae7dd-99ca-465c-bf26-44659df41b53/Image+26.jpeg</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>Alammar, J (2018). The Illustrated Transformer [Blog post]. Retrieved from https://jalammar.github.io/illustrated-transformer/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/05e2a7ae-1cda-459d-85f7-58efcefcde18/Image+27.jpeg</image:loc>
      <image:title>Blog - Word Embeddings Explained: From Word2Vec to BERT and Beyond - Make it stand out</image:title>
      <image:caption>Sourced from researchgate.net</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.jeannelizabeth.com/blog/transformers-age-of-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-03-09</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/cfc0f973-9d5f-46ac-8b42-0458be03c49f/Image+37.jpeg</image:loc>
      <image:title>Blog - Transformers: Age of Attention - Make it stand out</image:title>
      <image:caption>Unlike (context-independent) word embeddings, which have static representations, contextualized embeddings have dynamic representations that are sensitive to their context. Sourced from Researchgate</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/5bd61b92-870d-4ebc-aa01-b0ec9cf09103/Image+36.jpeg</image:loc>
      <image:title>Blog - Transformers: Age of Attention - Make it stand out</image:title>
      <image:caption>Attention applied to an input sequence to assist in machine translation</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/5b6d593b-a89a-4d3c-ae26-5db255842a75/Image+35.jpeg</image:loc>
      <image:title>Blog - Transformers: Age of Attention - The Encoder-Decoder Model</image:title>
      <image:caption>Sourced from papers.nips.cc/paper/7181-attention-is-all-you-need.pdf</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.jeannelizabeth.com/blog/amazons-meteoric-rise</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-03-09</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/0fe1967f-6350-4652-9488-ab965d16c67f/Image+31.jpeg</image:loc>
      <image:title>Blog - Amazon’s Meteoric Rise - 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/v1/6582d4f26302617184817cc9/574ee854-e6ef-435b-902f-24a099932790/Image+32.jpeg</image:loc>
      <image:title>Blog - Amazon’s Meteoric Rise - Make it stand out</image:title>
      <image:caption>Jeff Bezos in his tiny office in 1999, with a spray-painted Amazon.com logo</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/322640c5-320f-4cbb-b05c-93042114fe3d/Image+33.jpeg</image:loc>
      <image:title>Blog - Amazon’s Meteoric Rise - Make it stand out</image:title>
      <image:caption>Amazon’s Virtuous Cycle Model</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/3327f321-5c45-4db5-9733-3d5ecde656ae/Image+34.jpeg</image:loc>
      <image:title>Blog - Amazon’s Meteoric Rise - Make it stand out</image:title>
      <image:caption>Amazon’s Leadership Principles</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.jeannelizabeth.com/blog/the-dotcom-bubble</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-03-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/d70c120c-5179-4975-8495-75fac8a9360e/Image+4.jpeg</image:loc>
      <image:title>Blog - The DotCom Bubble - Make it stand out</image:title>
      <image:caption>The iconic San Francisco motel-themed billboards of Yahoo. Sourced from VentureBeat. I was only about 5 years old when the DotCom Bubble took effect, and while the DotCom Bubble was recent enough to live in most people’s memories and not in the dusty history books, in the technology age 20 years is a millennium. Just look at that billboard, it is practically archaic! The DotCom Bubble highlighted the pitfalls of greed, over-promising, and ignorance. It also proves an interesting case study for the intricate relationship between innovation, and economic growth. A DotCom company was called as such because many of them simply consisted of a website. They were online platforms that would facilitate everything from banking to streaming content to buying pet supplies. This was the dawn of the Information Age — an economy built on information technology. The Internet would become as revolutionary as railroads and electricity, bringing people closer together and providing the means of powering new services and markets.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/c6d77c04-3f3a-43a7-9b20-6fb2c5bab5ee/Image+5.jpeg</image:loc>
      <image:title>Blog - The DotCom Bubble - Make it stand out</image:title>
      <image:caption>A worker packs the shelves of the computer shop, on Wednesday August 23, 1995, with copies of the Microsoft Windows 95, which included the first version of the Internet Explorer browser — most people’s first experience with the web. Sourced from Business Insider.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/13985093-ec07-46d4-8592-6d3aa89f4011/Image+6.jpeg</image:loc>
      <image:title>Blog - The DotCom Bubble - Make it stand out</image:title>
      <image:caption>Many assumed that Y2K would be the end of civilization, but when Jan. 1 rolled around nothing happened. Most technology companies invested heavily in upgrading their infrastructure to handle dates with 2000. Sourced from Reuters</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/8b27bd0f-e89f-44cd-8aca-a547fce9778e/Image+7.jpeg</image:loc>
      <image:title>Blog - The DotCom Bubble - Make it stand out</image:title>
      <image:caption>Sourced from https://news.gcase.org/2011/05/31/what-caused-the-internet-bubble-of-1999/</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/c6b729e0-9852-4d84-8267-ba4ebb9a924b/Image+8.jpeg</image:loc>
      <image:title>Blog - The DotCom Bubble - Make it stand out</image:title>
      <image:caption>Steve Jobs introducing the first iPhone in 2007.</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/6582d4f26302617184817cc9/19c4105b-b3f9-4a20-bc66-ccf0c51a3186/Image+9.jpeg</image:loc>
      <image:title>Blog - The DotCom Bubble - Make it stand out</image:title>
      <image:caption>Tulip Mania of 1637</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.jeannelizabeth.com/blog/category/Leadership</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/Network+Effects</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/Individualism</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/Language+Modeling</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/Chatbots</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/Machine+Learning</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/Bubbles</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/Innovation</loc>
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    <loc>https://www.jeannelizabeth.com/blog/category/NLP</loc>
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    <lastmod>2026-03-03</lastmod>
    <image:image>
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      <image:caption>The Everything Store by Brad Stone</image:caption>
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      <image:caption>Children of Time by Adrian Tchaikovksy</image:caption>
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      <image:caption>The Earth Transformed: An Untold History by Peter Frankopan</image:caption>
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      <image:caption>7 Habits of Highly Effective People by Stephen Covey</image:caption>
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      <image:caption>5AM Club by Robin Sharma</image:caption>
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      <image:caption>Outlive by Dr Peter Attia</image:caption>
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      <image:caption>Why Empires Fall by Peter Heather and John Rapley</image:caption>
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      <image:caption>Theory of Games and Economic Behaviour by John Von Neumann and Oskar Morgenstern</image:caption>
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