Goodfire

About Goodfire

Goodfire develops infrastructure that enables developers to understand, edit, and steer the internals of generative AI models, enhancing their reliability and explainability. The platform addresses the challenge of AI interpretability by providing tools for deep customization and debugging at scale, ensuring safer AI systems.

```xml <problem> Generative AI models are often opaque "black boxes," making it difficult to understand their decision-making processes and ensure reliable, predictable behavior. This lack of interpretability hinders the ability to customize models, debug unexpected outputs, and build trust in AI-driven systems. </problem> <solution> Goodfire provides infrastructure that enables developers to deeply understand, edit, and steer the internals of generative AI models. The platform offers tools for examining and modifying model components, unlocking customization and insights that are otherwise inaccessible. By bridging the gap between theoretical interpretability research and practical application, Goodfire empowers developers to build safer, more reliable, and explainable AI systems at scale. </solution> <features> - Tools for examining the inner workings of generative AI models - Functionality to edit and steer model behavior - Infrastructure for deep customization and debugging at scale - Applied research bridging theoretical science and practical applications of interpretability </features> <target_audience> Goodfire targets AI developers and researchers who need to understand, customize, and improve the reliability of generative AI models. </target_audience> ```

What does Goodfire do?

Goodfire develops infrastructure that enables developers to understand, edit, and steer the internals of generative AI models, enhancing their reliability and explainability. The platform addresses the challenge of AI interpretability by providing tools for deep customization and debugging at scale, ensuring safer AI systems.

Where is Goodfire located?

Goodfire is based in Alhambra, United States.

When was Goodfire founded?

Goodfire was founded in 2024.

How much funding has Goodfire raised?

Goodfire has raised 7000000.

Who founded Goodfire?

Goodfire was founded by Eric Ho and Daniel Balsam.

  • Eric Ho - CEO
  • Daniel Balsam - Co-Founder/CTO
Location
Alhambra, United States
Founded
2024
Funding
7000000
Employees
9 employees
Major Investors
Lightspeed Venture Partners
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Goodfire

Score: 100/100
AI-Generated Company Overview (experimental) – could contain errors

Executive Summary

Goodfire develops infrastructure that enables developers to understand, edit, and steer the internals of generative AI models, enhancing their reliability and explainability. The platform addresses the challenge of AI interpretability by providing tools for deep customization and debugging at scale, ensuring safer AI systems.

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Crunchbase
Founded 2024 – Alhambra, United States

Funding

$

Estimated Funding

$7M+

Major Investors

Lightspeed Venture Partners

Team (5+)

Eric Ho

CEO

Daniel Balsam

Co-Founder/CTO

Company Description

Problem

Generative AI models are often opaque "black boxes," making it difficult to understand their decision-making processes and ensure reliable, predictable behavior. This lack of interpretability hinders the ability to customize models, debug unexpected outputs, and build trust in AI-driven systems.

Solution

Goodfire provides infrastructure that enables developers to deeply understand, edit, and steer the internals of generative AI models. The platform offers tools for examining and modifying model components, unlocking customization and insights that are otherwise inaccessible. By bridging the gap between theoretical interpretability research and practical application, Goodfire empowers developers to build safer, more reliable, and explainable AI systems at scale.

Features

Tools for examining the inner workings of generative AI models

Functionality to edit and steer model behavior

Infrastructure for deep customization and debugging at scale

Applied research bridging theoretical science and practical applications of interpretability

Target Audience

Goodfire targets AI developers and researchers who need to understand, customize, and improve the reliability of generative AI models.