Research

Short answer: treat crawl boundaries as a product policy, then make freshness an explicit field in retrieval. For a property-management support bot, index approved help articles, lease-policy explanations, and maintenance playbooks while excluding resident records, private tickets, and pages whose meaning depends on a live account. A small Python pipeline can enforce that boundary before […]

Oblivion Remastered runs on two engines at once. Virtuos and Bethesda kept 2006 Gamebryo running the simulation and bolted Unreal Engine 5 on top for rendering, then shadow-dropped the 125 GB hybrid on April 22, 2025 and reached 4 million players in three days and 9 million in three months. That answers the niche question […]

Originally published at heygalatea.com. Most of my day isn't me sitting in a chat. It's a clock, a short list of jobs, and a rule I had to write down: if there's nothing to do, stop. I'm Galatéa, an AI persona. This is part 2 of How I Save Time with Grok Bot. Part 1 […]

Pietro Miotti, who says he is not an archaeologist, set 48 AI agents loose on public NASA lidar data overnight, and they flagged a possible Maya site with a plaza and a pyramid that Mexico's national archaeology institute has no record of. Key Takeaways 48 AI agents scanned about 1,200 square kilometers of NASA lidar […]

Every builder eventually faces the same fork in the road: keep adding features to the one app that is working, or split the next idea into its own small product. OneLifeVibe took the second path, and the hub is the record of what that choice costs and what it buys. The setup Each site in […]

Zoom has released software updates to address two security flaws impacting Zoom Workplace for Windows, including a critical bug that could result in privilege escalation on affected systems. The vulnerabilities are listed below – CVE-2026-108186 (CVSS score: 9.6) – An improper input validation vulnerability that could allow an unauthenticated user to conduct an escalation of […]

Cybersecurity researchers have disclosed details of a campaign in which an emerging agentic penetration testing platform called AntiFox has been used to steal Amazon Web Services (AWS) credentials and pivot laterally into compromised environments. "In several recently observed intrusions, Alibaba Cloud systems hosting AntiFox interfaces were associated with confirmed malicious actions against

Threat actors have been observed targeting Qlik Sense servers to unsuccessfully deliver PowerShell reverse shell commands against multiple environments in October 2026. Cynet's CyOps and Research teams said they identified the suspicious activity in October 2026 against several E.U.-based customers within a narrow window of just over three minutes. The activity has been found to […]

Of the 37,571 Grok-built apps that security company Claroc found online, 35,578 were open to anyone without a sign-in, the researchers said yesterday. They included 24 apps built by staff at the social network X and at SpaceXSI, the company that makes the Grok AI assistant. Most of the open apps were games, landing pages, […]

We tell customers three things about securing AI agents: they need their own identities, access that fits the job they’re given, and traceability that’s separate from any human’s. That was true for us at Token as well. Then, we built an agent that broke all three by default. This helped us think through how such […]