📅 2025-02-08 — Session: Developed AI Text Analysis Framework

🕒 22:35–23:20
🏷️ Labels: AI, Text Analysis, Schema, Reading Strategies, Cognitive Science
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to develop a framework for AI systems to perform expert-level comprehension of book texts, focusing on surface-level understanding and text analysis.

Key Activities

  • Outlined cognitive processes for analyzing text chunks from books.
  • Proposed a framework for designing AI systems mimicking expert comprehension.
  • Discussed challenges in AI-based text analysis.
  • Created a JSON schema and prompt for AI reading.
  • Developed a structured approach for AI to perform surface-level text analysis.
  • Designed structured prompts for AI text analysis.
  • Explored strategies for passage type detection and text structuring.
  • Presented a JSON schema for extracting structured information from book excerpts.

Achievements

  • Developed a comprehensive framework for AI text analysis.
  • Created structured prompts and schema for AI reading comprehension.

Pending Tasks

  • Implement the designed framework and schema in a practical AI system.