Company profile

Guide Labs

Interpretable AI systems

Industry
Research Services
Employees
14
Headquarters
San Francisco, CA
Founded
2023
LinkedIn followers
1,434
Office locations
1

Guide Labs company summary

Guide Labs is a company in the Research Services industry, headquartered in San Francisco, CA, founded in 2023. On LinkedIn the company has around 14 employees and 1,434 followers. Its listed specialties include Explainable Models, Reliable AI, Generative Models, Interpretability.

What technology does Guide Labs use?

No technologies detected yet. Warmrank rechecks company websites on a rolling basis.

About Guide Labs

Guide labs is a product-focused AI research company where we are building a new class of interpretable AI systems that humans and domain experts can understand and reliably debug. We make these models available via our API. The prevailing paradigm in machine learning and AI is to train models as monoliths optimized solely for performance. However, this results in models that are difficult to work with, and leaves critical model properties at the mercy of the optimization process. At Guide Labs we are taking a different path. We believe you cannot reliably debug, steer, and align a model you don’t understand. We are rethinking the model architecture, loss function, and entire pipeline to constrain the model training process such that the models we get are more easily understandable, their errors easier to identify and fix, and easy to align. Email: info@guidelabs.ai

Specialties

Explainable ModelsReliable AIGenerative ModelsInterpretability

Where is Guide Labs located?

Guide Labs lists 1 location.

San Francisco, CA, USHQ

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Frequently asked questions about Guide Labs

What does Guide Labs do?

Guide labs is a product-focused AI research company where we are building a new class of interpretable AI systems that humans and domain experts can understand and reliably debug. We make these models available via our API. The prevailing paradigm in machine learning and AI is to train models as monoliths optimized solely for performance. However, this results in models that are difficult to work with, and leaves critical model properties at the mercy of the optimization process. At Guide Labs we are taking a different path. We believe you cannot reliably debug, steer, and align a model you don’t understand. We are rethinking the model architecture, loss function, and entire pipeline to constrain the model training process such that the models we get are more easily understandable, their errors easier to identify and fix, and easy to align. Email: info@guidelabs.ai

How many employees does Guide Labs have?

Guide Labs has around 14 employees on LinkedIn.

Where is Guide Labs headquartered?

Guide Labs is headquartered in San Francisco, CA.

When was Guide Labs founded?

Guide Labs was founded in 2023.

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