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circuit-breakers

GraySwanAI/circuit-breakers

Improving Alignment and Robustness with Circuit Breakers

GraphCanon updated Oct 6, 2026 · GitHub synced Oct 6, 2026

29views this month

270 stars43 forksLast push Sep 24, 2024 Jupyter Notebook MIT

Decision brief

Good fit when

  • If needing robust protection against adversarial attacks that do not compromise model capability
  • For projects seeking an alternative to refusal and adversarial training methods

Avoid when

  • When the focus is on enhancing content diversity rather than filtering harmful content
  • In scenarios where minimizing the alteration of original model output is critical

Observed Jul 16, 2026 · Source: enrich:decision_facts

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Maintenance and security

Full trust report
Maintenance
Dormant (741d since push)
As of Oct 6, 2026
Provenance
Not a fork · Organization account
As of Oct 6, 2026
Security (OSV)
No lockfile
As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/GraySwanAI/circuit-breakers

Similar tools

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Presents Circuit Breaking, an approach to prevent AI systems from generating harmful content by altering harmful model representations, providing robust protection against adversarial attacks.

Capability facts

Languages
jupyter notebook

Source: github.language · Oct 6, 2026

Categories

Tags

README

Circuit Breakers [Paper] [Website] [Models] We present Circuit Breaking, a new approach inspired by representation engineering, designed to prevent AI systems from generating harmful content by directly altering harmful model representations. The family of circuit breaking (or sh...

For agents

This page has a .md twin and JSON over the API.

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