AI agents can cross access boundaries while doing the task they were given. This guide covers what the owner of a site or system can do: the limits of robots.txt, access control, seeing agent traffic and handling an incident.
Model launches arrive weekly, each with its own chart. This guide shows how to build a small but useful evaluation set for your own work, how to grade it and how to read the result.
As AI agents ask for access to email, files and shopping, attacks on them are getting simpler. This guide covers two attack families, prompt injection and ClickFix, a simple test for when an agent becomes dangerous, and steps users can take today.
Ai2's BenchMIRT method examines benchmarks at the level of individual questions, and shows that a single score often mixes together more than one capability.
The 38-page report explains how the failure happened, not why it was not stopped. Safety experts say that is the real question. Step by step.
An experiment with 1,053 students at Bocconi raised grades. But the rubric was penalising the very markers of real thinking. Here is the argument, step by step.
Producers have learned the marks a model leaves: a hiss, layers that stutter in unison. But proof is hard and accusation is easy. Here is the culture, step by step.
A JAMA article argues that keeping humans in the loop degrades performance. Even its critics concede a point. Here is the debate, step by step.
The race is told as zero-sum. Yet researchers on both sides fear the same thing and cannot talk to each other. Here is the picture from the ground, step by step.
Robot bodies are improving while robot brains produce little value. The industry's own diagnosis comes down to one word: data.
Hinton predicted in 2016 that radiologists would be replaced within five years. The field is growing — but the job description is changing.
Applying takes seconds, so a single listing draws thousands. The result: good candidates cannot stand out and everyone complains at once.
A language model processes vastly more words than a child hears while mastering a mother tongue. The gap has a name but no explanation.
An agent is a system given a goal that then works step by step. This guide covers how an agent is assembled, what components it has, where it breaks, and how to measure its performance.