October 30, 2026

Who Knows Your Travel Preferences? #Shorts

Would you like a hotel to guess which travel plan you’ll love? Artificial intelligence can use your preferences and stay history to suggest restaurants, activities, or a room that suits your tastes. But that personalized recommendation starts with information about you. ActuIA notes that poor-quality data can make responses less relevant.

October 30, 2026

AI Can Invent Places: Why Verification Matters

A generated response can attribute features to a place that it does not have, or even claim that a nonexistent place exists. For someone planning a visit, that error is incorrect practical information. For the organization publishing it, it can damage its reputation. So what role remains for the person preparing the information?

October 30, 2026

The Trick to Getting Your Agent to Reuse What It Has Learned #Shorts

What if you could teach an agent a task just once and turn that method into a reusable tool? Hermes proposes creating “skills”: procedures the agent can apply again. For example, you can teach it what to consult and how to organize information to prepare a summary. The /learn function can distill a skill from a workflow it has been taught, a web address, or a directory.

October 29, 2026

The MacBook Pro you can touch: what changes when editing?

Until now, working on a MacBook meant moving the pointer to the content with the trackpad or mouse. On this model, you can touch the screen directly: scroll a page, zoom in on a photo with your fingers, or move elements in a presentation. Apple points to more specific uses. In Pixelmator Pro, a person

October 29, 2026

A panel’s power rating does not tell you how much energy it will produce

Second: a panel’s power rating and the energy it generates over the year are different measurements. A module’s specifications list its power in watts peak, or Wp. That figure is obtained under standardized test conditions and allows panels to be compared. The electricity an installation actually produces is measured in