LLMs in Healthcare

As artificial intelligence programs become smarter, they are increasingly allowed to take real actions, such as running computer tools, browsing external networks, and saving information to memory. However, these abilities create risks if an AI makes mistakes, gets hacked, or takes unapproved actions on a computer. Researchers developed Agentao, a new local safety system that acts like a strict security checkpoint. Instead of letting an AI agent carry out commands directly, Agentao forces the AI to submit its proposed actions for host approval first. While this early project does not offer complete safety guarantees, it provides a crucial blueprint for building more transparent, controlled, and reliable AI systems.

As artificial intelligence gets smarter, people are building AI agents that can browse files, run software tools, and remember past interactions. However, giving AI direct control can lead to serious risks, such as accidentally running harmful commands, falling for security hacks, or modifying sensitive data without permission. To solve this, researchers built Agentao, a protective software platform. Agentao acts like a security guard by separating the ideas an AI comes up with from the actions it is actually allowed to perform on a computer. Every step must be approved and logged, making AI tools much safer and easier to audit.