Published May 10, 2025 | Version v1.0
Preprint Open

Transforming Commands into Structured Thinking: TAL, an OS Framework for AI Reasoning

Creators

  • 1. Independent Researcher

Description

TAL (Tree-structured Assembly Language) is a novel prompt methodology that provides AI with structured, modular thinking frameworks. This preprint introduces TAL as an OS-like interface for AI reasoning, featuring a compiler and reusable modules for advanced prompt engineering.

In addition, a public GPTs-based tool named TALC (TAL Compiler) is available here:
--> https://chatgpt.com/g/g-67f90502ff0c819199365f5bd3703e51-talc-tal-compiler

You can use TALC to generate TAL prompts easily, and also to ask questions about the TAL framework itself. It serves as both a prompt generator and an interactive guide to TAL's core concepts.

Files

tal_paper_en.pdf

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Additional details

Software

Repository URL
https://github.com/tanep3/TAL
Programming language
JSON
Development Status
Active

References

  • Tree of Thoughts: Deliberate Problem Solving with Large Language Models. DOI:10.48550/arXiv.2305.10601;
  • Chain of Thought Prompting Elicits Reasoning in Large Language Models. DOI:10.48550/arXiv.2201.11903;
  • ReAct: Synergizing Reasoning and Acting in Language Models. DOI:10.48550/arXiv.2210.03629;
  • Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. DOI:10.48550/arXiv.1910.10683