Skip to content
PTPrototypes
← All seeds

aspire-ai

dormantprototype

aspire-ai

Teaches AI to develop judgment through adversarial dialogue with internalized teacher models.

Adversarial Student-Professor Internalized Reasoning Engine - Teaching AI to develop judgment, not just knowledge.

Version
0.1.0
License
MIT
Kind
library
Languages
Python
Lines of code
36,634
Last commit
2026-05-26 (26d ago)

Health signals

Tests: yesREADME: yesLICENSE: yesBuildable: unknown

Patterns proven here

prompt-engineeringdata-model
Uses adversarial dialogue with teacher models to refine student model's reasoning and judgment.

Why it matters

Provides a novel approach to training AI by focusing on developing discernment rather than just memorizing answers.

Tags

pythonclimcpsdk
View source →