# erika (blogs) — RSS Amplifier Recent posts from the 1 feeds in the RSS Amplifier directory that cover erika. Page: Feed: --- ## [The AI Bubble Anatomy: An End-to-End Analysis of Structural Risk and Capital Decay](https://erikabarker.ai/finance/the-ai-bubble-anatomy-an-end-to-end-analysis-of-structural-risk-and-capital-decay/) _2026-01-19 · Erika Barker · Erika Barker — Miami-Based AI, Data Science, and Tech Journalism_ Michael Burry, famous for predicting the 2008 housing crash, now warns the AI boom is propped up by accounting distortions, circular investment loops, and falling returns on capital. His analysis suggests a cascade of failures could follow if the narrative breaks before the numbers catch up. ## [I Built a Serverless Dashboard That Predicts Market Mood](https://erikabarker.ai/finance/i-built-a-serverless-dashboard-that-predicts-market-mood/) _2025-09-25 · Erika Barker · Erika Barker — Miami-Based AI, Data Science, and Tech Journalism_ Erika Barker explains how she built a real-time economic dashboard using Cloudflare Workers, FRED data, and GPT analysis, blending code, finance, and AI into a powerful forecasting tool. ## [Palantir’s Architecture: Analyzing the Ethics of Surveillance AI](https://erikabarker.ai/data-analysis/the-palantir-paradox-democracys-most-dangerous-servant/) _2025-06-28 · Erika Barker · Erika Barker — Miami-Based AI, Data Science, and Tech Journalism_ Explore the dual nature of Palantir Technologies, a company at the forefront of AI powered intelligence, highlighting its origins in addressing systemic bureaucratic failures and its ongoing challenge to balance national security with civil liberties. It delves into CEO Alex Karp’s evolving philosophy and the controversies surrounding Palantir’s powerful surveillance tools. ## [The Shrinking Middle Class: The Disturbing Economic Trend for America](https://erikabarker.ai/culture/the-shrinking-middle-class-will-america-collapse-by-2032/) _2025-02-16 · Erika Barker · Erika Barker — Miami-Based AI, Data Science, and Tech Journalism_ Since the late 1990s, this indicator has been in freefall. And if history is any guide, that’s a big problem. Societies don’t do well when the middle class collapses. They break—politically, economically, and sometimes violently ## [Why Gradient Boosting Decision Trees Are Taking Over Data Science](https://erikabarker.ai/tech/why-gradient-boosting-decision-trees-are-taking-over-data-science-and-why-you-should-care/) _2025-01-07 · Erika Barker · Erika Barker — Miami-Based AI, Data Science, and Tech Journalism_ Gradient Boosting Decision Trees (GBDT), a cornerstone of modern machine learning known for its efficiency, accuracy, and explainability. We tap about its origins in ensemble learning to cutting-edge advancements like hybrid models and federated learning, the piece highlights why GBDTs remain indispensable for tackling complex, real-world problems across industries. ## [Is Miami’s Economic Bubble About to Burst? Housing, Remote Work, and Key Market Risks Analyzed](https://erikabarker.ai/finance/is-miamis-economic-bubble-about-to-burst-housing-remote-work-and-key-market-risks-analyzed/) _2024-09-25 · Erika Barker · Erika Barker — Miami-Based AI, Data Science, and Tech Journalism_ ... Read more ## [Behind the Billion-Dollar Moves: Unraveling the US-China Economic Power Play and the Global Impact of Chinese Wealth](https://erikabarker.ai/finance/us-china-economic-dynamics/) _2024-08-29 · Erika Barker · Erika Barker — Miami-Based AI, Data Science, and Tech Journalism_ Why are the Chinese buying up so much US Land? Blended market indicators offer a nuanced approach to understanding the growing economic divergence between the United States and China since 2020.