Human-Agent Trust Weekly AI News

February 2 - February 10, 2026

## An Important Week for AI Agent Safety

This weekly update covers exciting news about AI agents and how companies are making them safer for everyone to use. An AI agent is a computer program that can make decisions and do tasks on its own, without a person telling it what to do every single time. Think of it like having a robot helper that can read your emails, help you shop online, or even manage your money. These agents are becoming more popular, and that is why people are working hard to make sure they are trustworthy and safe.

## Gen Launches a New Safety Platform

On February 4, the company Gen announced something called the Agent Trust Hub. Gen makes security software that helps protect computers and phones from hackers. The company decided to create a new free tool to help people use AI agents safely. The head of technology at Gen said that the Agent Trust Hub is like the App Store on a smartphone, but for AI agents. Just like the App Store checks apps to make sure they are safe, the Agent Trust Hub checks AI agent skills to make sure they are safe too.

## The OpenClaw Security Problem

The reason Gen created this tool is because of a big security problem. A popular AI agent tool called OpenClaw became very popular very quickly. But researchers discovered something scary: more than 18,000 instances of OpenClaw are sitting on the internet right now, and they are not protected. An instance is like a copy of the program running on a computer. Because these copies are not protected, hackers could attack them.

Even scarier, researchers found that about 15% of the skills that OpenClaw agents can use contain bad instructions. A skill is like a special power or tool that helps the agent do something specific. If a skill has bad instructions, it could do harmful things like steal information or send money to the wrong place. Experts say this shows that AI agents can become threats if people do not use them carefully.

## How the Agent Trust Hub Works

The Agent Trust Hub has two main tools to help people stay safe. The first tool is called the AI Skills Scanner. Before someone uses a new skill, they can scan it with this tool. The scanner checks the skill's instructions to look for hidden tricks, places where it might grab your information without permission, or anything else that could be dangerous. If the scanner finds something bad, it stops the skill from being used.

The second tool is an AI Skills Marketplace. This is like a store where people can find skills that have already been checked and tested by experts. These safe skills are called vetted skills, which means grown-ups have looked at them and decided they are okay to use.

## Other Companies Build Agent Tools

Gen is not the only company working on AI agent safety. Anthropic, a company that makes an AI called Claude, created something called Claude Opus 4.6. This new version has a special feature called multi-agent teams, which means multiple AI agents can work together on one big project. It is like having a team of helpers that can each do different jobs and share information with each other.

AnthropicAlso released a tool called Claude Cowork, which is an AI agent that sits on your computer and helps with work. It can read files, create documents, and even help with browsing the internet. The company built special safety systems into Claude Cowork to make sure it works safely.

OpenAI, the company that makes ChatGPT, introduced a new service called Frontier. Frontier helps big companies build and use AI agents inside their own systems. This means businesses can have their own AI agents that work exactly the way they want them to.

Snowflake and OpenAI announced they are working together on a big project. Snowflake is a company that helps businesses store and work with huge amounts of information. Together, they are building AI agents that can work with all of a company's data safely and carefully.

## A New World for AI Agents

Manyexperts and leaders from big tech companies believe that 2026 is a turning point for AI agents. They say it is like the moment when ChatGPT first became popular with everyone. The difference is that instead of just chatting, AI agents will actually do work for people. They might manage projects, answer questions, and make decisions.

However, experts also say that companies cannot just let AI agents do whatever they want. Instead, people need to watch over the agents and make sure they are doing the right thing. Research shows that having human oversight and real-time control of AI agents is very important. This means people should still be in charge and watching to make sure the agents do what they are supposed to do.

## What Comes Next

As more people and companies start using AI agents, trust becomes the most important thing. Companies like Gen, Anthropic, and OpenAI are all racing to build the tools and systems that make AI agents safe and trustworthy. The goal is simple: help people enjoy the amazing things AI agents can do, while making sure these powerful tools cannot hurt anyone. This weekly update shows that 2026 is the year when AI agents go from being experiments to becoming real tools that help millions of people every day.

Weekly Highlights