saga-bias-mitigator

What problem does it solve?

This Skill addresses the critical issue of information order influencing AI decision-making, ensuring that LLM outputs are not biased by the sequence in which data is presented.

Core Features & Use Cases

• Detects and Mitigates Positional Bias: Identifies if the AI's answers change based on the order of input documents.
• Assesses Model Plasticity: Evaluates how well a model adapts to new information after changes or updates.
• Enhances Decision Robustness: Verifies that decisions remain consistent regardless of information sequencing.
• Use Case: When making a high-stakes financial decision based on multiple reports, this Skill can verify that the conclusion is sound and not skewed by the first or last report read.

Quick Start

Use the saga-bias-mitigator skill to assess the positional bias in decision-making for the provided documents.