Discover how artificial intelligence will reshape the US economy, workforce, and society by 2030. Explore key sectors, job trends, investment surges, and policy shifts driving the AI revolution in America.
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How Artificial Intelligence Will Transform America by 2030

The United States stands at the precipice of an artificial intelligence revolution that will fundamentally reshape the economy, workforce, and society over the next three to five years. With AI investments surging and new policies removing regulatory barriers, America is positioning itself to maintain global AI dominance while navigating unprecedented technological transformation. Economic Impact: Trillions…

Google's various services (Search, YouTube, Android, Cloud, Waymo) interconnected, with dotted lines suggesting potential splits, highlighting the complexity of a Google breakup.
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Breaking Up Google? What History Teaches About Big Splits

The idea of breaking up Google’s parent company, Alphabet, is a hot topic. With governments around the world, especially in the U.S., looking closely at its power, investors are wondering what a split could mean for their shares. This isn’t the first time a giant company has faced a breakup. So, what can we learn…

AI for financial analysis
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Using Google Gemini for Financial Industry Analysis

Welcome to the first post of our brand-new series: AI for Financial Analysis! In this journey, we’ll explore how cutting-edge Artificial Intelligence, particularly Large Language Models (LLMs) like Google’s Gemini, can become powerful assistants in your financial analysis toolkit. Gone are the days of exclusively manual data sifting; AI can now help us process information, identify patterns,…

Optimus daily race for house robots
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Tesla’s Optimus Robot: Can It Win the Race for Our Homes?

Imagine a future where humanoid robots for home use handle our daily chores, like laundry or even cooking. It’s an exciting idea. Tesla, famous for its electric cars and AI, wants Optimus to be a big part of this future of domestic robots. But getting from a cool prototype to a helpful robot assistant in every house is a tough…

Robotaxi: Tesla vs Waymo
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Robotaxi: Waymo’s Lidar vs. Tesla’s Cameras

The quest for fully autonomous vehicles, particularly for the potentially lucrative robotaxi market (with a potential increase in Waymo expected revenue growth in the near future), has spurred intense innovation and significant investment.Among the frontrunners, Waymo (Google’s self-driving project) and Tesla have emerged with fundamentally distinct technological philosophies, sparking a crucial debate: which approach – multi-sensor fusion with Lidar, or vision-only AI…

calculate FCF with Python
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10. Python for Fundamental Analysis: Calculating Free Cash Flow with Python

Welcome to the 10th post in our Python for Finance series! We’ve covered significant ground, from ratios to qualitative analysis. Catch up here: Now, we pivot towards valuation, starting with a cornerstone metric for Discounted Cash Flow (DCF) analysis: Free Cash Flow (FCF). FCF represents the cash generated by a company after accounting for all operational needs and…

Earning call sentiment python
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9. Python for Fundamental Analysis: Gauge Market Tone with NLP Sentiment Analysis

Hello again, and welcome to the eighth installment of the Python for Finance series! We’ve journeyed from basic ratios to complex data retrieval and even dipped our toes into qualitative analysis by fetching earnings call transcripts and doing basic keyword searches. Catch up on the series here: In Post 8, we saw that keyword counts lack nuance…

Earnings call with Python
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8. Python for Fundamental Analysis: Unlock Insights with Earnings Call Transcript Analysis

Welcome back to the Python for Fundamental Analysis series! We’ve built a strong quantitative toolkit over the last posts: While numbers are essential, they don’t capture management strategy, competitive dynamics, outlook, or the nuances behind performance. For this, we turn to qualitative sources, and one of the richest is the earnings call transcript. These quarterly calls offer direct…

Peer analysis python
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7. Python for Fundamental Analysis: Automate Peer Company Analysis & Benchmarking

Welcome back to the Python for Fundamental Analysis series! We’ve built a solid foundation by calculating individual metrics and ratios for single companies. Check out the previous posts: Analyzing a company in isolation, however, only tells part of the story. Is a P/E ratio of 25 high or low? Is a Net Profit Margin of 15% good…