# www.guidelabs.ai

> AI-optimized mirror of www.guidelabs.ai containing 16 pages totalling 18,612 words of clean markdown content, structured data, and semantic HTML. Original source: https://www.guidelabs.ai/. Last updated: 2026-04-26T20:06:42.304Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Interpretable and Auditable AI Systems](/site-root.html): We are building a new class of interpretable AI systems and foundation models that humans can reliably debug, trust, and understand. (95 words)

## Articles & Blog Posts

- [post/steerling-8b-alignment-without-retraining/index.html](/post/steerling-8b-alignment-without-retraining/index.html) (1 words)
- [privacy-notice/index.html](/privacy-notice/index.html) (1 words)
- [post/interpretable-intelligence/index.html](/post/interpretable-intelligence/index.html) (1 words)
- [post/the-fineweb-concept-atlas/index.html](/post/the-fineweb-concept-atlas/index.html) (1 words)
- [post/scaling-interpretable-models-8b/index.html](/post/scaling-interpretable-models-8b/index.html) (1 words)
- [post/block-causal-diffusion-language-model/index.html](/post/block-causal-diffusion-language-model/index.html) (1 words)
- [Discovering human-understandable concepts in Steerling-8B](/post/concept-discovery-in-steerling-8b/index.html): We show how to extract novel and human-understandable concepts from the recently released Steerling-8B model. (1,833 words)
- [Introducing Guide Labs: Engineering Interpretable and Auditable AI Systems](/post/introducing-guide-labs-engineering-interpretable-and-auditable-ai-systems.html): Guide Labs is building a new class of interpretable AI systems that humans and domain experts can reliably understand, trust, and debug. (1,173 words)
- [Steering Interpretable Language Models](/post/steerling-steering-8b/index.html): We demonstrate reliable, fine-grained control over language model generation by directly injecting, suppressing, and composing human-interpretable concepts at inference time. (1,277 words)
- [Steerling-8B: The First Inherently Interpretable Language Model](/post/steerling-8b-base-model-release/index.html): We release Steerling-8B, an 8B-parameter causal diffusion language model that is interpretable by construction — its predictions are routed through concepts you can measure, audit, and control. (999 words)
- [Atlas: Orienting the Pre-Training data of an LLM](/post/atlas-concept-annotated-pretraining-release/index.html): We built Atlas, an automated system for annotating Trillion-token language modeling corpora with human-understandable concepts at a sub-document level. (4,718 words)
- [Guide Labs Team](/about-us/index.html): We are building a new class of interpretable AI systems and foundation models that humans can reliably debug, trust, and understand. (584 words)
- [Waitlist – Product Launch](/waitlist/index.html): We are building a new class of interpretable AI systems and foundation models that humans can reliably debug, trust, and understand. (281 words)
- [Interpretable Intelligence: AI you can Understand and Trust](/blog/index.html): We are building a new class of interpretable AI systems and foundation models that humans can reliably debug, trust, and understand. (106 words)
- [PRISM: Training Data Prototypes for Language Models](/post/prism/index.html): We introduce a new family of interpretable language models, PRISM, that enables us to trace predictions back to training data. (7,540 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/content/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/content/robots.txt): Crawler directives