Open research from CT
We research core components of the Two-Tier self-improving system and publish our findings. Experiments and data on hallucination detection, failure-aware prompting, and domain-specific sLM training.
GitHub
Open-source components
Hallucination detection models, failure-aware prompting, evaluation frameworks
github.com/Conscience-TechnologyModels
HuggingFace
4B hallucination detection model, domain-specific sLMs coming soon
Coming soonUpcoming
In progress
Reward signal design in Two-Tier closed-loop and airgap sLM fine-tuning experiments
For research updates, reach research@conscience.technology