Agentic AI Doesn’t Usually Back Up Before Acting

A lot of the material that I trawl at Arxiv and other sources every day is rather dry, even for a nerd’s sensibilities; therefore I’m always looking for a publication that engages me emotionally, as a user, proponent, or victim of AI. Today that moment of hackle-activation was supplied by a new academic collaboration from…

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Enact Intelligence Raises $30M Pre-Seed for Force-and-Touch Robot Dexterity

Physical AI startup Enact Intelligence emerged from stealth on October 22, 2026, announcing $30 million in pre-seed funding to advance its force-and-touch approach to robotic dexterity. The Zurich-based company is building robots that can sense force and touch in addition to seeing their surroundings. Venture firms redalpine, Notion Capital and firstminute capital backed the round….

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When an AI Video Edit Changes More Than You Asked

Getting the new words right is only part of changing a sign in a video. You also want to keep the shot you chose. Suppose an AI editor replaces the lettering, and the preview looks convincing. Before accepting it, you still need to establish what happened to the rest of the footage. That review extends…

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The Security Implications of Autonomous AI Systems: An Offensive Rigor Perspective

From Intelligence to Authority Artificial intelligence is moving beyond answering questions and generating content. Increasingly, AI systems can interpret instructions, formulate plans, select tools, and execute tasks without continuous human direction. That distinction matters. An AI system that recommends action is different from one authorized to carry it out. The difference is not necessarily intelligence…

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