A python library built on top of UKAISI Inspect to support Control research, by Redwood

Research developing AI control protocols using task decomposition

An intelligent traffic management system that dynamically adjusts highway lane configurations using AI-powered congestion detection and a movable median barrier.

Lichtarbeit

Kho lưu trữ này chứa tài liệu, bài tập, và mã nguồn liên quan đến môn Trí tuệ nhân tạo trong điều khiển. Môn học tập trung vào ứng dụng AI trong các hệ thống điều khiển tự động, bao gồm lý thuyết và thực hành.

In-depth exploration of Large Language Models (LLMs), their potential biases, limitations, and the challenges in controlling their outputs. It also includes a Flask application that uses an LLM to perform research on a company and generate a report on its potential for partnership opportunities.

Judge-first framework where LLM outputs must converge under explicit, adversarial oracles.

Independent AI governance and control standard

AI Governance — human-controlled code injection with oversight

Python client for Aegis — stabilize AI systems instantly with a simple API call.

The project evaluates whether a lightweight hardening layer can recover robustness without redesigning the surrounding protocol. The method combines transcript sanitization, explicit instruction-data separation, and an optional prompt-diversity ensemble.

Homebridge plugin for ai-control fans

AutoRed: Measuring the Elicitation Gap via Automated Red-Blue Optimization — AI Control Hackathon 2026

Trace-based agent safety monitor trained on malicious PyPI packages

LAJBI: A powerful, structured prompt framework for multi-agent AI. Enables precise control, collaboration, and cognitive transparency. #AI #LLM #PromptEngineering #AgenticAI

The website for the paper "Control Tax: The Price of Keeping AI in Check." The paper: https://arxiv.org/abs/2506.05296

A practical safety and recovery design package for AI / LLM-based control systems. Defines where AI can be used, where it must be stopped, and how systems recover.

Gesture-Based PC Controller lets you control your computer with hand gestures using your webcam. It uses computer vision to enable hands-free actions like moving the mouse, scrolling, and adjusting volume or brightness.

理火決策層V10公開版本 This system does not answer questions. It decides whether questions deserve answers. AI should not only generate answers. AI must decide whether an answer deserves to exist.

Offensive security tradecraft reveals architectural blind spot classes in ControlArena's AI control monitors. 22 attack transcripts, evaluation harness, and results.