TechCapsules

OpenAI announced that it will deploy an invisible watermark, called textGrain, on eligible ChatGPT and Codex outputs in the European Union within the next few weeks. The watermark embeds a statistical signal in word choices, allowing machine‑readable labeling without altering the visible text. Detection works best on longer passages and struggles with technical content or edited text, such as synonym replacements. The rollout aligns with the EU AI Act’s transparency requirements, while the detection tool will initially [...]

A University of Limerick study found that in a virtual‑reality office, participants paid male‑presenting AI agents about 10 % more than female‑presenting agents, despite identical underlying technology. The experiment involved 189 users interacting with a male bot named Johan and a female bot named Johanna. Johan was also perceived as more human‑like. Researchers argue the findings mirror existing workplace gender bias and warn that AI design choices can unintentionally reinforce inequalities. The study will be presented at the [...]

Zoom’s chief technology officer, XD Huang, announced that the company is opening the speech‑recognition engine behind its My Notes feature to external partners through the Scribe API. Huang, who spent three decades at Microsoft, explained that Zoom’s AI strategy—termed “C2C” (conversation to completion)—aims to finish meeting tasks before the session ends. The Scribe API, which powers My Notes, ZoomMate, and customer‑support tools, remains top‑ranked on the Open ASR Leaderboard and integrates with Google Drive, Microsoft, Slack, Jira, [...]

Deutsche Telekom CEO Timotheus Höttges showcased a staged AI‑generated video at the company’s AI investor day in Bonn, depicting himself in historic German moments and on a telecom mast. He used the clip to illustrate AI’s ability to replicate language, images and movement, calling himself an “AI optimist.” The presentation coincided with a KPMG survey indicating only one‑third of Germans trust AI‑generated information. Investors reacted skeptically to the operator’s AI strategy, and employee sentiment appears less enthusiastic than [...]

Self‑taught coder Sigil Wen, a former Thiel Fellow who hacked alongside Andrej Karpathy, Aravind Srinivas and Noam Brown, launched Underdog on Monday. The assistant runs entirely on‑device on macOS and Windows PCs, with other platforms coming soon. Powered by Wen’s Husky inference engine, Underdog uses a 27‑billion‑parameter model fine‑tuned from Qwen‑3.8‑27B and matches benchmark results of Claude Opus 4.6. It encrypts account keys and keeps all user data local, removing cloud processing. Underdog will be free initially [...]

Kevin Roose’s new book, The AGI Chronicles, offers a deep‑dive into the decade‑long development of generative AI, focusing on the rivalries and breakthroughs at OpenAI, Anthropic and Google. Drawing from more than 150 interviews with insiders, Roise chronicles the technical, cultural and financial forces that shaped today’s chatbots and agents, positioning the work as a historical record rather than a hype‑driven narrative. The book arrives as Roise and fellow journalist Casey Newton launch Machine Gods Media, a [...]

AI is driving a fundamental redesign of cloud infrastructure as providers shift from general‑purpose servers to specialized accelerators and Arm‑based CPUs that promise higher performance per watt. The International Energy Agency warns that data‑center electricity consumption could exceed 945 TWh by 2030, with AI‑focused facilities alone expected to quadruple their power demand. This energy constraint is reshaping site selection, forcing attention to grid capacity, cooling and power‑efficient networking such as 400‑800 Gbps links and emerging 1.6 Tbps Ultra Ethernet. Technologies [...]

AI‑generated scams are becoming indistinguishable from legitimate communications, prompting a surge in fraud losses. The FBI reports Americans lost $893 million to AI‑driven scams in 2025, and experts warn the figure could rise as deep‑fake voice, text and image tools improve. Scammers exploit urgency (“RIGHT NOW”), impersonate courts, government agencies or loved ones, and craft emails that mimic official account alerts. Victims are urged to verify requests through trusted channels, such as calling the courthouse directly or using [...]