<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:video="http://www.google.com/schemas/sitemap-video/1.1">
  <url>
    <loc>https://algorithmicfire.com/watch/the-fire-investors-learning-track-from-beginner-to-fire</loc>
    <lastmod>2026-03-20</lastmod>
    <video:video>
      <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: Learn the Math of Early Retirement</video:title>
      <video:description>A step-by-step curriculum for early retirement. Master Safe Withdrawal Rates, control sequence of returns risk, and optimize taxes to fast-track your FIRE goals.</video:description>
      <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>512</video:duration>
      <video:publication_date>2026-03-20T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </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>Will SpaceX &amp; OpenAI IPOs Trigger Market Sell-Offs? Forced Index Selling Math</video:title>
      <video:description>SpaceX, OpenAI, and Anthropic IPOs will force index funds to sell ~$97B of existing stocks. Quantifying forced liquidations and market impact.</video:description>
      <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>450</video:duration>
      <video:publication_date>2026-05-18T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </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>Visualizing Trend-Following Efficiency: Sharpe Ratio &amp; Risk-Adjusted Returns</video:title>
      <video:description>Explore the efficiency frontier of trend-following strategies. Learn why the Sharpe ratio and risk-adjusted efficiency matter more than nominal returns for capital preservation.</video:description>
      <video:content_loc>https://algorithmicfire.com/post/the-rise-above-visualizing-efficiency/the-rise-above-visualizing-efficiency-branded.mp4</video:content_loc>
      <video:duration>511</video:duration>
      <video:publication_date>2026-05-06T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </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 &amp; Withdrawal Analysis</video:title>
      <video:description>Settle the Roth vs Traditional IRA debate. Read our full lifecycle tax analysis to see how tax bracket arbitrage, early withdrawals, and RMDs impact your lifetime taxes.</video:description>
      <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>509</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>ACA Subsidies in Early Retirement: How to Optimize MAGI &amp; Lower Health Costs</video:title>
      <video:description>Maximize your ACA Premium Tax Credits in early retirement. Learn how to strategically use Roth and Traditional IRA withdrawals to control MAGI and lower health insurance costs.</video:description>
      <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>443</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:content_loc>https://algorithmicfire.com/post/buying-insurance-with-put-options/buying-insurance-with-put-options-branded.mp4</video:content_loc>
      <video:duration>363</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>The Roth vs Traditional IRA Trap: Marginal vs Effective Tax Rates</video:title>
      <video:description>Why standard Roth vs Traditional advice is often wrong. Discover why comparing current and future marginal tax brackets is flawed, and how to use effective tax rates to plan.</video:description>
      <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>452</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>Does a 1% Advisor Fee Ruin Your Retirement? 30-Year Fee Drag Math</video:title>
      <video:description>Quantifying the 30-year compounding cost of 1% AUM advisor fees. Compare terminal wealth outcomes using historical Monte Carlo simulations.</video:description>
      <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>358</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: Forward vs Backward Planning Strategies Explained</video:title>
      <video:description>Stop guessing. Learn the difference between Forward and Backward retirement planning and build an actionable, number-based roadmap to your financial independence goal.</video:description>
      <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>431</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: Is Downside Protection Worth the Tax Drag?</video:title>
      <video:description>Quantifying the hidden capital gains tax drag on active trend following strategies. Compare tax-drag vs downside protection benefits in taxable accounts.</video:description>
      <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>470</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>How to Defend Retirement Savings in 50% Downturns: Quant Backtest</video:title>
      <video:description>Explore backtest results across 106 stock and bond ETFs. Learn how trend-following reduces maximum drawdown from -54% to -21% while preserving growth.</video:description>
      <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>503</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 (Japan Scenario)</video:title>
      <video:description>Why 100 years of US stock market data creates a dangerous bias. Understand how Japan's 30-year Nikkei stagnation redefines safe withdrawal rate risk for global investors.</video:description>
      <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>387</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: Best Alternative Retirement Withdrawal Strategies</video:title>
      <video:description>Is the 4% rule safe? Explore why the traditional 4% safe withdrawal rule is dead and compare modern dynamic and variable withdrawal alternatives for early retirement.</video:description>
      <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>449</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: Ditch the 4% Rule for More Income</video:title>
      <video:description>Increase your retirement spending safely. See how dynamic variable safe withdrawal rates (VSWR) adapt to market conditions and outperform the rigid 4% rule.</video:description>
      <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>298</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>Does Luck Dictate Your Retirement? S&amp;P 500 Returns &amp; Market Timing</video:title>
      <video:description>Does your retirement date depend entirely on luck? We analyze historical S&amp;P 500 sequences to show how market timing dramatically affects your final retirement savings balance.</video:description>
      <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>381</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>The Cost of Delaying Retirement Savings: Time Value of Money Explained</video:title>
      <video:description>Think you can catch up on retirement savings later? See the harsh compounding math of the Time Value of Money and why waiting even 5 years dramatically spikes your required savings.</video:description>
      <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>338</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? The 4% Rule Myth</video:title>
      <video:description>Uncover the great retirement paradox. Learn why standard safe withdrawal rates (like the 4% rule) usually result in leaving a massive portfolio balance behind rather than dying broke.</video:description>
      <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>401</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>Is Your Index Fund Actually Diversified? S&amp;P 500 Concentration Risk</video:title>
      <video:description>Are you exposed to hidden portfolio risks? See how market-cap weighting creates high concentration risk in the S&amp;P 500, and learn how to achieve true diversification.</video:description>
      <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>331</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 Short Retirements: 10 to 25-Year Horizons</video:title>
      <video:description>Retiring with a shorter time horizon? Analyze the historical data showing how Safe Withdrawal Rates (SWR) can safely increase for 10, 15, 20, and 25-year retirements.</video:description>
      <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>473</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:content_loc>https://algorithmicfire.com/post/safe-withdrawal-rate-failure/safe-withdrawal-rate-failure-branded.mp4</video:content_loc>
      <video:duration>455</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: 4% Rule &amp; FIRE Math</video:title>
      <video:description>How does Safe Withdrawal Rate (SWR) work? Learn the math behind the 4% rule, sequence of returns risk, and real vs. nominal returns with data-driven simulations.</video:description>
      <video:content_loc>https://algorithmicfire.com/post/understanding-safe-withdrawal-rate/understanding-safe-withdrawal-rate-branded.mp4</video:content_loc>
      <video:duration>437</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-sequence-of-returns-risk</loc>
    <lastmod>2025-12-05</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/understanding-sequence-of-returns-risk/image_video.webp</video:thumbnail_loc>
      <video:title>Sequence of Returns Risk (SRR) Explained: Protect Your Retirement Portfolio</video:title>
      <video:description>What is sequence of returns risk? Discover why the order of your investment returns matters more than average returns in early retirement, and learn rules to shield your nest egg.</video:description>
      <video:content_loc>https://algorithmicfire.com/post/understanding-sequence-of-returns-risk/understanding-sequence-of-returns-risk-branded.mp4</video:content_loc>
      <video:duration>332</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/average-return-its-not-what-you-think</loc>
    <lastmod>2025-12-05</lastmod>
    <video:video>
      <video:thumbnail_loc>https://algorithmicfire.com/post/average-return-its-not-what-you-think/image_video.webp</video:thumbnail_loc>
      <video:title>Arithmetic Average Return vs. CAGR: Why Average Returns Mislead</video:title>
      <video:description>Why average return misleads investors: understand the math difference between arithmetic average return and CAGR (geometric mean) in portfolio volatility.</video:description>
      <video:content_loc>https://algorithmicfire.com/post/average-return-its-not-what-you-think/average-return-its-not-what-you-think-branded.mp4</video:content_loc>
      <video:duration>387</video:duration>
      <video:publication_date>2025-12-05T08:00:00Z</video:publication_date>
      <video:family_friendly>yes</video:family_friendly>
    </video:video>
  </url>
</urlset>