AI Methodology

Exactly where AI is — and is not — used.

AlphaForgeReco is model-agnostic about its AI layer (OpenAI, Anthropic, Gemini or a local model) because that layer does only one job: turn final, deterministic numbers into readable explanations.

AI is used to:

  • Write the thesis, 'why now' and key-risks narrative for a recommendation.
  • Summarize the Morning Report and news intelligence.
  • Phrase explanations of what a score or signal implies.

AI is never used to:

  • Calculate a score, return, benchmark, drawdown or alpha.
  • Choose or rank the picks.
  • Decide a rating or confidence.
  • Compute any performance or outcome figure.

If the AI layer is disabled or unavailable, every number is unchanged — only the prose is absent. This separation is what keeps the platform auditable: you can always trace a figure back to stored data, not to a model's opinion.