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CCTO - Check Capture Threat Optimize for Chess

 source: https://www.youtube.com/watch?v=V_94QGEzVc4 1. Checks (C): Look for every possible check for both you and your opponent. Why: Forcing moves limit the opponent's options and can lead to mate or material gain. 2. Captures (C): Identify all available captures (hanging pieces, trades). Why: Captures often lead to immediate material advantage and change the pawn structure. 3. Threats (T): Create a move that forces a reaction, such as attacking a piece, creating a mate threat, or initiating a fork. Why: If no direct check/capture works, creating a threat puts pressure on your opponent, forcing mistakes. 4. Optimization (O): If no forcing moves (CCT) exist, improve your worst-placed piece or strengthen your position (e.g., centralizing a piece, improving king safety). Key Principles and Application Forced Moves First: Always check for Checks, Captures, and Threats before considering passive or "quiet" moves. Safety Check: Before executing a move, use CCTO to en...

Distinguish fact vs subjectivity with multi agentic frameworks for more accurate trades

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 Reference Paper: Enhancing LLM Trading Performance with Fact-Subjectivity Aware Reasoning 

2025 predictions:Market Analysis & AI Impact Overview 2025

Fed interest rates - 4.25%  Current rate: 4.3% (https://www.federalreserve.gov/releases/h15/) Prediction source: https://www.cmegroup.com/markets/interest-rates/cme-fedwatch-tool.html Bank mortgage interest rate - 6.0% https://fred.stlouisfed.org/series/DPRIME Housing Market 2025 Forecast:  Source: https://www.youtube.com/watch?v=wBkYhgTrLY4 AI Impact Source:https://www.youtube.com/watch?v=JwImoHdnU7M&t=1s Source: https://www.youtube.com/watch?v=QhR_3x148iA Areas impacted:  AI-generated Protoying,  AI-generated innovation- incremental innovation will benefit more from AI than radical innovation.  We will run out of enterprise data. Technology output from machine-generated data is sub-optimal AI will continue to be expensive.