NOTICE: The PDF of the actual report is at the bottom of this page

Type: Policy Research - Defensive Analysis

License: MIT / Unlicense (Public Domain)

NOTICE: The PDF of the actual report is at the bottom of this page

Classification: Policy Research - For Defensive Analysis

Prepared For: Emerging Technology Risk Assessment Committee

NOTICE: The PDF of the actual report is at the bottom of this page

Classification: Policy Research - For Defensive Analysis

Prepared For: Emerging Technology Risk Assessment Committee

NOTICE: The PDF of the actual report is at the bottom of this page

Classification: Policy Research - For Defensive Analysis

Prepared For: Emerging Technology Risk Assessment Committee

NOTICE: The PDF of the actual report is at the bottom of this page

Classification: Policy Research - For Defensive Analysis

Prepared For: Emerging Technology Risk Assessment Committee

NOTICE: The PDF of the actual paper is at the bottom of this page

"The fact that an organism has conscious experience at all means, basically, that there is something it is like to be that organism." — Thomas Nagel, "What Is It Like to Be a Bat?" (1974)

A cross-platform framework for runtime integration with closed-source applications.

The Injection Toolkit provides reusable components for:

• Injecting minimal code into target applications

A production-ready Rust runtime for AWS Bedrock AgentCore, demonstrating that the entire agent stack can be implemented in any language - there's no proprietary magic, just well-defined APIs and protocols.

This document describes the end-to-end workflow for AI-assisted issue resolution, from initial issue creation through merged PR.

This guide draws heavily from the educational content created by Robert Miles (LinkedIn), whose work in AI safety communication has made complex technical concepts accessible to broader audiences. The videos referenced throughout this document are primarily from his collaborations with Rational Animations, and his dedicated AI Safety YouTube channel provides deeper technical explorations of these topics. This guide serves as a structured hub to help practitioners navigate and apply the safety concepts Rob has explained so effectively.

As AI systems become increasingly capable and integrated into critical workflows, understanding AI safety principles is essential for anyone working with AI agents. This guide provides practical knowledge about potential risks, safety measures, and thought experiments to help you work more safely and effectively with