## Interpretable Intelligence: AI you can Understand and Trust  
March 19, 2026  
[Link](https://www.guidelabs.ai/post/interpretable-intelligence/)

## Alignment Without Retraining: Auditing and Controlling Steerling-8B  
March 19, 2026  
[Link](https://www.guidelabs.ai/post/steerling-8b-alignment-without-retraining/)

## The FineWeb Concept Atlas  
March 05, 2026  
[Link](https://www.guidelabs.ai/post/the-fineweb-concept-atlas/)

## Discovering human-understandable concepts in Steerling-8B  
February 27, 2026  
[Link](https://www.guidelabs.ai/post/concept-discovery-in-steerling-8b/)

## Steering Interpretable Language Models  
February 25, 2026  
[Link](https://www.guidelabs.ai/post/steerling-steering-8b/)

## Steerling-8B: The First Inherently Interpretable Language Model  
February 23, 2026  
[Link](https://www.guidelabs.ai/post/steerling-8b-base-model-release/)

## PRISM: Training Data Prototypes for Language Models  
December 08, 2025  
[Link](https://www.guidelabs.ai/post/prism/)

## Scaling Interpretable Language Models to 8 Billion Parameters  
December 06, 2025  
[Link](https://www.guidelabs.ai/post/scaling-interpretable-models-8b/)

## Causal Diffusion Language Models  
December 04, 2025  
[Link](https://www.guidelabs.ai/post/block-causal-diffusion-language-model/)

## Atlas: Orienting the Pre-Training data of an LLM  
December 02, 2025  
[Link](https://www.guidelabs.ai/post/atlas-concept-annotated-pretraining-release/)

## Introducing Guide Labs: Engineering Interpretable and Auditable AI Systems  
November 17, 2024  
[Link](https://www.guidelabs.ai/post/introducing-guide-labs-engineering-interpretable-and-auditable-ai-systems/)