AI Model Prompt Engineering and Contract Review

📅 2025-03-28 — Session: AI Model Prompt Engineering and Contract Review

🕒 15:50–17:30
🏷️ Labels: Ai Models, Prompt Engineering, Contract Review, Legal Analysis, Ai Training, Complex Prompts
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session focused on two main objectives: enhancing AI model prompt engineering techniques and conducting a thorough review of legal contracts.

Key Activities

1. AI Model Prompt Engineering

   • Developed strategies for evaluating AI models through complex prompts.
   • Created original prompts emphasizing user expertise and critical review.
   • Designed prompts to induce intelligent failure in AI models, aiding in training.
   • Conducted critical analysis of prompts for the Thale’s Tales project.
   • Outlined question designs in advanced physics to challenge AI models.
   • Provided a workflow for developing complex MCQs.
   • Optimized prompt design with a checklist for clarity and complexity.
   • Utilized the GTFA Predictor for evaluating prompt complexity.
   • Finalized precision in model evaluation with CoT annotations.
   • Compiled a comprehensive checklist for high-quality AI training prompts.

2. Contract Review

   • Reviewed and suggested improvements for contract clarity and ambiguity reduction.
   • Provided detailed analysis and corrections for various types of contracts including mutuo and comodato.
   • Offered specific recommendations for payment terms, interests, and guarantees.
   • Conducted a final professional review of a contract with legal adjustments.

Achievements

• Enhanced AI model training through improved prompt engineering techniques.
• Completed a thorough review of multiple legal contracts with actionable recommendations.

Pending Tasks

• Implement the refined prompts in AI model training sessions.
• Finalize and approve the revised contracts for execution.