ethanovenx

## ai-claims-comparison.csv

          
            Claim Level
            What It Actually Means
            How Common
            Red Flag?

            
                AI-powered trading
              Could mean anything from GPT-generated signals to a simple moving average
              Very common
              Maybe - ask for specifics

            
                Machine learning optimized
              ML used at some point - possibly just for parameter tuning
              Common
              Not inherently - verify what ML does

            
                AI agent makes live decisions
              An LLM or ML model approves/rejects each trade in real time
              Rare and risky
              Ask for live performance data

            
                AI-developed rule-based execution
              AI built and tested the strategy - code executes it
              Rare
              Lowest risk - strategy is fixed

            
                Proprietary AI algorithm
              No specifics given - could be anything
              Extremely common
              Yes - if they cant explain it simply - be cautious
Claim Level	What It Actually Means	How Common	Red Flag?
AI-powered trading	Could mean anything from GPT-generated signals to a simple moving average	Very common	Maybe - ask for specifics
Machine learning optimized	ML used at some point - possibly just for parameter tuning	Common	Not inherently - verify what ML does
AI agent makes live decisions	An LLM or ML model approves/rejects each trade in real time	Rare and risky	Ask for live performance data
AI-developed rule-based execution	AI built and tested the strategy - code executes it	Rare	Lowest risk - strategy is fixed
Proprietary AI algorithm	No specifics given - could be anything	Extremely common	Yes - if they cant explain it simply - be cautious