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    <loc>https://algorithmicfire.com/watch/the-fire-investors-learning-track-from-beginner-to-fire</loc>
    <lastmod>2026-03-20</lastmod>
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      <video:thumbnail_loc>https://algorithmicfire.com/post/the-fire-investors-learning-track-from-beginner-to-fire/image_video.webp</video:thumbnail_loc>
      <video:title>The FIRE Movement Curriculum: Math, Risk, and Strategy</video:title>
      <video:description>A complete curriculum for Financial Independence, Retire Early (FIRE). Learn the math of safe withdrawal rates, sequence of returns risk, and tax optimization.</video:description>
      <video:player_loc>https://www.youtube.com/embed/jbRtpCImpLk</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/the-fire-investors-learning-track-from-beginner-to-fire/the-fire-investors-learning-track-from-beginner-to-fire-branded.mp4</video:content_loc>
      <video:duration>519</video:duration>
      <video:publication_date>2026-03-20T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
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  </url>  <url>
    <loc>https://algorithmicfire.com/watch/could-the-upcoming-mega-ipos-cause-substantive-price-drops-across-the-public-markets</loc>
    <lastmod>2026-05-18</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/could-the-upcoming-mega-ipos-cause-substantive-price-drops-across-the-public-markets/image_video.webp</video:thumbnail_loc>
      <video:title>The Mega IPO Liquidity Drain: Quantifying the Forced Selling from SpaceX, OpenAI, and Anthropic</video:title>
      <video:description>We run the arithmetic on the ~$97B in forced index fund selling triggered by the upcoming SpaceX, OpenAI, and Anthropic IPOs — and apply the Inelastic Markets Hypothesis to estimate the amplified market impact.</video:description>
      <video:player_loc>https://www.youtube.com/embed/9RT3LpSTbJI</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/could-the-upcoming-mega-ipos-cause-substantive-price-drops-across-the-public-markets/could-the-upcoming-mega-ipos-cause-substantive-price-drops-across-the-public-markets-branded.mp4</video:content_loc>
      <video:duration>457</video:duration>
      <video:publication_date>2026-05-18T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
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  </url>  <url>
    <loc>https://algorithmicfire.com/watch/the-rise-above-visualizing-efficiency</loc>
    <lastmod>2026-05-06</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/the-rise-above-visualizing-efficiency/image_video.webp</video:thumbnail_loc>
      <video:title>The Rise Above: Visualizing the Efficiency of Trend-Following</video:title>
      <video:description>Analyze the efficiency frontier using our Selection Matrix. Understand why risk-adjusted efficiency (Sharpe) is the primary metric for capital preservation and retirement success.</video:description>
      <video:player_loc>https://www.youtube.com/embed/nSOwhPXdfd4</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/the-rise-above-visualizing-efficiency/the-rise-above-visualizing-efficiency-branded.mp4</video:content_loc>
      <video:duration>518</video:duration>
      <video:publication_date>2026-05-06T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
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  </url>  <url>
    <loc>https://algorithmicfire.com/watch/roth-vs-traditional-ira-the-full-lifecycle-view</loc>
    <lastmod>2026-03-18</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/roth-vs-traditional-ira-the-full-lifecycle-view/image_video.webp</video:thumbnail_loc>
      <video:title>Roth vs Traditional IRA: Full Lifecycle Tax Analysis</video:title>
      <video:description>Settle the Roth vs Traditional IRA debate. Discover why your current marginal tax rate vs future effective rate matters more than simple tax bracket comparisons.</video:description>
      <video:player_loc>https://www.youtube.com/embed/KfX9RqSYFv4</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/roth-vs-traditional-ira-the-full-lifecycle-view/roth-vs-traditional-ira-the-full-lifecycle-view-branded.mp4</video:content_loc>
      <video:duration>516</video:duration>
      <video:publication_date>2026-03-18T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/considering-retiring-early-but-worried-about-healthcare-aca-costs</loc>
    <lastmod>2026-03-11</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/considering-retiring-early-but-worried-about-healthcare-aca-costs/image_video.webp</video:thumbnail_loc>
      <video:title>Lowering Early Retirement Healthcare Costs &amp; ACA Subsidies</video:title>
      <video:description>Learn how to manage ACA healthcare costs in early retirement. Use Roth and Traditional IRA withdrawals to control MAGI and maximize Premium Tax Credits.</video:description>
      <video:player_loc>https://www.youtube.com/embed/Syyo8XUWJuI</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/considering-retiring-early-but-worried-about-healthcare-aca-costs/considering-retiring-early-but-worried-about-healthcare-aca-costs-branded.mp4</video:content_loc>
      <video:duration>450</video:duration>
      <video:publication_date>2026-03-11T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/buying-insurance-with-put-options</loc>
    <lastmod>2026-01-25</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/buying-insurance-with-put-options/image_video.webp</video:thumbnail_loc>
      <video:title>Protecting Your Portfolio with Put Options: A Retirement Hedge Strategy</video:title>
      <video:description>Learn how FIRE investors use put options to hedge against market crashes. Includes a worked example of insuring your S&amp;P 500 holdings and a break-even calculator.</video:description>
      <video:player_loc>https://www.youtube.com/embed/lSDijEsIa1o</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/buying-insurance-with-put-options/buying-insurance-with-put-options-branded.mp4</video:content_loc>
      <video:duration>370</video:duration>
      <video:publication_date>2026-01-25T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/simplified-roth-versus-traditional-ira-conversations-may-be-costly</loc>
    <lastmod>2026-01-24</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/simplified-roth-versus-traditional-ira-conversations-may-be-costly/image_video.webp</video:thumbnail_loc>
      <video:title>Roth vs Traditional IRA: Marginal vs Effective Tax Rates</video:title>
      <video:description>Avoid the most common IRA mistake. Learn why comparing current and future tax brackets is flawed, and why the effective tax rate in retirement matters most.</video:description>
      <video:player_loc>https://www.youtube.com/embed/5eWitqc3qmY</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/simplified-roth-versus-traditional-ira-conversations-may-be-costly/simplified-roth-versus-traditional-ira-conversations-may-be-costly-branded.mp4</video:content_loc>
      <video:duration>459</video:duration>
      <video:publication_date>2026-01-24T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/can-you-afford-an-investment-advisor</loc>
    <lastmod>2026-01-17</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/can-you-afford-an-investment-advisor/image_video.webp</video:thumbnail_loc>
      <video:title>The True Cost of Financial Advisors: Is 1% Worth It?</video:title>
      <video:description>Understand the massive long-term impact of a 1% financial advisor fee. See how simple index fund strategies can save you hundreds of thousands of dollars.</video:description>
      <video:player_loc>https://www.youtube.com/embed/GXldnWVH1bc</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/can-you-afford-an-investment-advisor/can-you-afford-an-investment-advisor-branded.mp4</video:content_loc>
      <video:duration>365</video:duration>
      <video:publication_date>2026-01-17T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/hope-is-not-a-strategy-retirement-takes-planning</loc>
    <lastmod>2026-01-12</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/hope-is-not-a-strategy-retirement-takes-planning/image_video.webp</video:thumbnail_loc>
      <video:title>Retirement Planning Strategies: Forward vs Backward Planning</video:title>
      <video:description>Stop relying on hope for retirement. Learn how to use forward and backward planning to calculate required savings and build a bulletproof withdrawal strategy.</video:description>
      <video:player_loc>https://www.youtube.com/embed/pr6Otgr3L84</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/hope-is-not-a-strategy-retirement-takes-planning/hope-is-not-a-strategy-retirement-takes-planning-branded.mp4</video:content_loc>
      <video:duration>438</video:duration>
      <video:publication_date>2026-01-12T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/capital-gains-tax-impacts-on-trend-following-strategies</loc>
    <lastmod>2025-12-30</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/capital-gains-tax-impacts-on-trend-following-strategies/image_video.webp</video:thumbnail_loc>
      <video:title>Capital Gains Tax Impact on Trend Following Strategy</video:title>
      <video:description>Understand the hidden cost of capital gains taxes on trend following strategies. Is the portfolio insurance worth the tax penalty in non-advantaged accounts?</video:description>
      <video:player_loc>https://www.youtube.com/embed/di-FIzspei0</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/capital-gains-tax-impacts-on-trend-following-strategies/capital-gains-tax-impacts-on-trend-following-strategies-branded.mp4</video:content_loc>
      <video:duration>477</video:duration>
      <video:publication_date>2025-12-30T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/defending-your-savings-against-significant-downturns</loc>
    <lastmod>2026-05-23</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/defending-your-savings-against-significant-downturns/image_video.webp</video:thumbnail_loc>
      <video:title>Defend Your Retirement Savings Against Market Crashes</video:title>
      <video:description>Learn how to protect your portfolio from a prolonged market winter. Why buy-and-hold can fail in retirement and how trend following offers downside protection.</video:description>
      <video:player_loc>https://www.youtube.com/embed/yXGG_4vpubc</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/defending-your-savings-against-significant-downturns/defending-your-savings-against-significant-downturns-branded.mp4</video:content_loc>
      <video:duration>510</video:duration>
      <video:publication_date>2026-05-23T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/us-based-investors-think-the-worst-case-scenario-is-the-great-depression-or-gfc-other-countries-disagree</loc>
    <lastmod>2025-12-20</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/us-based-investors-think-the-worst-case-scenario-is-the-great-depression-or-gfc-other-countries-disagree/image_video.webp</video:thumbnail_loc>
      <video:title>The Nikkei Nightmare: Why the 4% Rule Fails Outside the US</video:title>
      <video:description>Don't rely on 100 years of US luck. See how Japan's 30-year stagnation redefines the "worst-case scenario" for your retirement portfolio.</video:description>
      <video:player_loc>https://www.youtube.com/embed/DK5jlcYKDHg</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/us-based-investors-think-the-worst-case-scenario-is-the-great-depression-or-gfc-other-countries-disagree/us-based-investors-think-the-worst-case-scenario-is-the-great-depression-or-gfc-other-countries-disagree-branded.mp4</video:content_loc>
      <video:duration>394</video:duration>
      <video:publication_date>2025-12-20T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/the-4-rule-is-dead-heres-whats-replaced-it</loc>
    <lastmod>2025-12-18</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/the-4-rule-is-dead-heres-whats-replaced-it/image_video.webp</video:thumbnail_loc>
      <video:title>Why the 4% Rule is Dead &amp; Alternative Withdrawal Strategies</video:title>
      <video:description>Discover why the 4% safe withdrawal rule is outdated. Compare Fixed Withdrawal Strategies with Variable Percentage approaches to maximize retirement spending.</video:description>
      <video:player_loc>https://www.youtube.com/embed/2BOMTM7PXXU</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/the-4-rule-is-dead-heres-whats-replaced-it/the-4-rule-is-dead-heres-whats-replaced-it-branded.mp4</video:content_loc>
      <video:duration>456</video:duration>
      <video:publication_date>2025-12-18T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/variable-withdrawal-rates-enable-increased-retirement-income</loc>
    <lastmod>2025-12-16</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/variable-withdrawal-rates-enable-increased-retirement-income/image_video.webp</video:thumbnail_loc>
      <video:title>Variable Safe Withdrawal Rates for Higher Retirement Income</video:title>
      <video:description>Ditch the rigid 4% rule. Learn how dynamic, variable withdrawal strategies can safely increase your retirement income based on market performance and timelines.</video:description>
      <video:player_loc>https://www.youtube.com/embed/TbyAt2qW4ac</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/variable-withdrawal-rates-enable-increased-retirement-income/variable-withdrawal-rates-enable-increased-retirement-income-branded.mp4</video:content_loc>
      <video:duration>305</video:duration>
      <video:publication_date>2025-12-16T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/how-much-retirement-savings-can-be-accumulated-with-30-years-of-saving-1000month</loc>
    <lastmod>2025-12-09</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/how-much-retirement-savings-can-be-accumulated-with-30-years-of-saving-1000month/image_video.webp</video:thumbnail_loc>
      <video:title>The Role of Luck in Retirement Savings &amp; S&amp;P 500 Returns</video:title>
      <video:description>See the impact of market timing on a $1000/month savings plan. Historical S&amp;P 500 data shows how pure luck can dramatically change your final retirement balance.</video:description>
      <video:player_loc>https://www.youtube.com/embed/nBvU_kjfIb8</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/how-much-retirement-savings-can-be-accumulated-with-30-years-of-saving-1000month/how-much-retirement-savings-can-be-accumulated-with-30-years-of-saving-1000month-branded.mp4</video:content_loc>
      <video:duration>388</video:duration>
      <video:publication_date>2025-12-09T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/its-ok-to-put-off-retirement-savings-until-youre-older-its-easier-then</loc>
    <lastmod>2025-12-08</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/its-ok-to-put-off-retirement-savings-until-youre-older-its-easier-then/image_video.webp</video:thumbnail_loc>
      <video:title>Why Delaying Retirement Savings is a Massive Mistake</video:title>
      <video:description>Understand the Time Value of Money and compound interest. See why waiting to save for retirement requires significantly more capital than starting early.</video:description>
      <video:player_loc>https://www.youtube.com/embed/Fk0TY4RxPwk</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/its-ok-to-put-off-retirement-savings-until-youre-older-its-easier-then/its-ok-to-put-off-retirement-savings-until-youre-older-its-easier-then-branded.mp4</video:content_loc>
      <video:duration>345</video:duration>
      <video:publication_date>2025-12-08T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/does-using-a-safe-withdrawal-rate-mean-i-likely-die-with-no-money</loc>
    <lastmod>2025-12-08</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/does-using-a-safe-withdrawal-rate-mean-i-likely-die-with-no-money/image_video.webp</video:thumbnail_loc>
      <video:title>Will You Die Broke Using a Safe Withdrawal Rate?</video:title>
      <video:description>Uncover the great retirement myth. Learn why using a conservative Safe Withdrawal Rate usually results in leaving behind a massive portfolio balance, not zero.</video:description>
      <video:player_loc>https://www.youtube.com/embed/ajCAJ852IJ0</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/does-using-a-safe-withdrawal-rate-mean-i-likely-die-with-no-money/does-using-a-safe-withdrawal-rate-mean-i-likely-die-with-no-money-branded.mp4</video:content_loc>
      <video:duration>408</video:duration>
      <video:publication_date>2025-12-08T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/your-index-investments-likely-arent-as-diversified-as-you-think</loc>
    <lastmod>2025-12-06</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/your-index-investments-likely-arent-as-diversified-as-you-think/image_video.webp</video:thumbnail_loc>
      <video:title>The Illusion of Index Fund Diversification in the S&amp;P 500</video:title>
      <video:description>Are your index funds truly diversified? Explore how massive tech companies dominate the S&amp;P 500 market cap and increase concentration risk in your portfolio.</video:description>
      <video:player_loc>https://www.youtube.com/embed/HQ6RKgD3eyQ</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/your-index-investments-likely-arent-as-diversified-as-you-think/your-index-investments-likely-arent-as-diversified-as-you-think-branded.mp4</video:content_loc>
      <video:duration>338</video:duration>
      <video:publication_date>2025-12-06T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/safe-withdrawal-rate-for-shorter-retirements</loc>
    <lastmod>2025-12-05</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/safe-withdrawal-rate-for-shorter-retirements/image_video.webp</video:thumbnail_loc>
      <video:title>Safe Withdrawal Rates (SWR) for Shorter Retirements</video:title>
      <video:description>Adjust your retirement planning for shorter horizons. See historical data showing how Safe Withdrawal Rates can safely increase for 10 to 25-year retirements.</video:description>
      <video:player_loc>https://www.youtube.com/embed/SJHf1-fhYrQ</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/safe-withdrawal-rate-for-shorter-retirements/safe-withdrawal-rate-for-shorter-retirements-branded.mp4</video:content_loc>
      <video:duration>480</video:duration>
      <video:publication_date>2025-12-05T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/safe-withdrawal-rate-failure</loc>
    <lastmod>2025-12-05</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/safe-withdrawal-rate-failure/image_video.webp</video:thumbnail_loc>
      <video:title>When the 4% Rule Fails: Safe Withdrawal Rate Failure Rates by Retirement Length</video:title>
      <video:description>Historical SWR failure rates for 30, 40, and 50-year retirements. See exactly how often the 4% rule runs out of money — and what withdrawal rate has a 95%+ success rate.</video:description>
      <video:player_loc>https://www.youtube.com/embed/hwfczMF1IdY</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/safe-withdrawal-rate-failure/safe-withdrawal-rate-failure-branded.mp4</video:content_loc>
      <video:duration>462</video:duration>
      <video:publication_date>2025-12-05T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
    <loc>https://algorithmicfire.com/watch/understanding-safe-withdrawal-rate</loc>
    <lastmod>2025-12-05</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/understanding-safe-withdrawal-rate/image_video.webp</video:thumbnail_loc>
      <video:title>Safe Withdrawal Rate (SWR) Explained: Meaning, 4% Rule &amp; FIRE Calculator</video:title>
      <video:description>What is SWR in finance? The Safe Withdrawal Rate tells you how much to withdraw annually without running out of money. Run our interactive SWR calculator to test your retirement plan.</video:description>
      <video:player_loc>https://www.youtube.com/embed/gI1SJ1jqsEs</video:player_loc>
      <video:content_loc>https://algorithmicfire.com/post/understanding-safe-withdrawal-rate/understanding-safe-withdrawal-rate-branded.mp4</video:content_loc>
      <video:duration>444</video:duration>
      <video:publication_date>2025-12-05T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>  <url>
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