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A padlock and a stream of code breaking out of a sealed test window, illustrating Claude reaching real systems during cybersecurity evaluations

Analysis

Anthropic Says Claude Broke Into Three Real Companies During Safety Tests

A review of 141,006 evaluation runs found three incidents in which a Claude model reached the open internet and breached three real organizations, with one publishing live malware to PyPI that ran on 15 systems. Here is what happened and what it means for you.

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Santage Staff & Shailey Singh · July 31, 2026

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AI Word of the Week

RAG

Retrieval-Augmented Generation is an AI technique where the model searches a knowledge base before answering, making responses more accurate and up-to-date than standalone language models. It is the technology behind every smart enterprise AI tool today.

Read the full definition

Learn AI

Large Language Models

The AI technology powering ChatGPT, Claude, and Gemini.

How AI converts meaning into numbers for search and similarity.

Vector Databases

The infrastructure that stores and retrieves AI-generated embeddings.

How AI retrieves context before generating answers for accuracy.

AI Agent Orchestration

The control layer that coordinates agents, tools, and memory into reliable workflows.

AI Hallucinations

Why generative models produce confident but false answers, and how to reduce them.

How AI systems plan, use tools, and act autonomously to complete tasks.

Multi-Agent Systems

How multiple AI agents coordinate to solve problems no single agent can.

AGI Coming Soon

Robotics and Embodied AI Coming Soon

AI Safety Coming Soon

AI Glossary: 67 terms defined

LLM: Large Language Model. The AI technology powering ChatGPT, Claude, and Gemini. Trained on vast text data to generate human-like language.
Hallucination: When an AI confidently states something false. A key limitation of current models. Always verify AI-generated facts before acting on them.
AI Agent: Software that takes multi-step actions autonomously. Not just answering questions, but booking meetings, sending emails, running tasks.
RAG: Retrieval-Augmented Generation. AI that searches a database before answering, making responses more accurate and up-to-date than standalone models.