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Investment Challenge: A I Stocks to buy?
In a fascinating case study from mid-2025, a quantitative analyst unveiled a head-to-head comparison of three distinct portfolios, each generated by a powerful AI engine. What are the top A I stocks to buy? T
Bryan Downing
Jul 156 min read


The AI Portfolio Management Revolution: How Advanced LLMs are Next Generation For Market Alpha
In the ever-evolving landscape of financial markets, the quest for "alpha"—the elusive excess return on an investment above a benchmark...
Bryan Downing
Jul 412 min read


The Dawn of the AI Quant: Deconstructing a System that Generated 20% Overnight
Today, we stand at the precipice of a new revolution, one driven by (Artificial Intelligence) AI Quant that doesn't just execute pre-programmed commands but actively analyzes, strategizes, and even builds its own operational dashboards.
Bryan Downing
Jul 311 min read


What is strategy for stocks that are tanking right now
This article will deconstruct this quantitative strategy, examine the specific stocks it surfaces, and explore the underlying principles that aim to build a resilient, long-term portfolio. This you can use to know what is strategy for stocks that are tanking right now.
Bryan Downing
Jul 29 min read


Diversification Low Correlation Sharpe Ratio Portfolio for Non-US-Correlated Portfolio With AI
Diversification Low Correlation Sharpe Ratio. Diversification spreads risk. Holding positions that react to different economic forces smooths out the bumps in your equity curve.
Bryan Downing
Jun 139 min read


Mastering Market Dynamics: Strategic Blueprint for Futures and Options Trading
We will dissect the key metrics that signal opportunity, select prime candidates for our trading focus, and lay out detailed strategic plans for each.
Bryan Downing
Jun 129 min read


How to calculate profit and loss for options contracts
Let’s show how to calculate profit and loss for options contractsThis is where algorithmic analysis provides substantial value, enabling traders to systematically scan the vast options landscape to uncover the most advantageous opportunities.
Bryan Downing
Jun 1110 min read


Forwards Analysis and Trading Options Arbitrage Strategy Framework
Based on volatility, recent price momentum, and cash-and-carry options arbitrage strategy opportunities, we identify the five top instruments—BRR, CC, ES, GC, and ALI—with the greatest potential for 10–30-day profits.
Bryan Downing
Jun 68 min read


True Cost of Futures Trading for Beginners: Guide to Margins and Option Premiums
However, for retail traders and institutional investors alike, understanding the true cost of futures trading for beginners requires looking beyond simple commission structures.
Bryan Downing
Jun 322 min read


Stop Loss & Trailing Stop Loss: Optimize Your Strategy
The conventional advice is clear: always use a stop loss to cap downside, and employ a stop loss trailing stop loss to protect profits while allowing successful trades to mature.
Bryan Downing
May 3011 min read


Overview of the Project: Nonlinear Correlation Analysis
I’m thrilled to share with you an intriguing quantitative finance project that I’ve been working on. This particular project is coded in Python, and while I’ll be rolling out more advanced projects and demos in C++ as we dive deeper into advanced AI with tools like Anthropic, today’s focus is a simpler yet insightful example of pure quant finance. So, let’s check it out!
Bryan Downing
May 309 min read


AI Coding Revolution: How New LLMs Are Generating Institutional-Grade Quant Finance Tools
The announcement, centered around the power of newly released Large Language Models (LLMs), showcases the rapidly evolving capabilities of AI coding in generating complex, high-performance C++ code for institutional-level trading strategies.
Bryan Downing
May 239 min read


Renaissance Technologies is Apex Predator of Quantitative Finance
Founded by the brilliant mathematician James Simons, Renaissance Technologies is arguably the most successful hedge fund in history, at least concerning its flagship Medallion Fund. Eschewing traditional Wall Street analysts
Bryan Downing
Apr 147 min read


Why Options Futures and other Derivatives Shine in Uncertain Markets
Predicting market direction becomes akin to forecasting the weather in a hurricane. It's in these complex and often chaotic environments that derivatives – financial instruments like options futures and other derivatives– truly demonstrate their unique value, offering sophisticated tools for risk management,
Bryan Downing
Apr 139 min read


Arbitrage with Options Future and Other Derivatives in High-Frequency Trading
In the lightning-fast world of high-frequency trading (HFT), arbitrage opportunities, particularly those involving options futures and other
Bryan Downing
Mar 133 min read


HFT Tracker: Call-Put Parity and the Value of Futures Option Chain Data
HFT Tracker: Call-Put Parity and the Value of Futures Option Chain Data
In the frenetic world of high-frequency trading or HFT tracker, wh
Bryan Downing
Mar 113 min read


Maximizing Automated Options Trading with Interactive Brokers Trader Workstation
Interactive Brokers' Trader Workstation (TWS) has long been a stalwart platform for serious traders, particularly those delving into the c
Bryan Downing
Feb 273 min read


Would You Want a Daily Deep Dive into Options Futures and Other Derivatives ?
. This isn't just a collection of numbers; it's a dynamic analysis, a toolkit designed to empower your trading decisions. Would you find suc
Bryan Downing
Feb 263 min read


How to Use Excel for Options, Futures, and Other Derivatives Analysis
The Options Futures and other Derivatives, encompassing commodities, currencies, and interest rates, form the bedrock of this system, provi
Bryan Downing
Feb 203 min read


Which Free AI Trading Tools Are Better Than www.Nextday.AI Trading Tool?
This article explores the world of free AI trading tools, examining their features, limitations, and how they can ben
Bryan Downing
Jan 314 min read
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