How To Defend Against Prompt Injection And Other AI Attacks

Feature image showing control/data split and a policy shield for prompt injection prevention in a realistic agent dashboard.

How to Defend Against Prompt Injection and Other AI Attacks Prompt Injection Prevention, Security vs Utility, CaMeL vs Undefended Task completion and provable security coverage, based on the CaMeL research results Task completion Provable security Undefended system completed 84 percent of tasks with no provable security. CaMeL completed 77 percent of tasks with provable security … Read more

The Uncanny In Group: A Psychologist’s Look at a New AI Bias That Favors Machines Over Humans

Robots applauding machine-written copy while human prose is rejected, illustrating AI bias in content judgment.

The Uncanny In Group: AI Bias That Favors Machines Over Humans 1. A Mirror with a Glitch Picture an old school psychology lab. Two volunteers sit behind mirrored glass rating short product descriptions. One prose snippet is straight from a marketing intern, the other is drafted by a shiny language model. The human readers shrug, … Read more