TechCapsules

Memories.ai, a San Francisco startup, has launched a standardized egocentric video pipeline that captures first‑person footage with modular cameras, then annotates it using AI models such as Memories‑H0 for hand pose and EgoAction for action segments. The platform creates a curated video data lake for robotics and physical AI, offering custom annotation services and dataset tools. The company partners with NVIDIA Cosmos to interpret and refine the data, aiming to become a long‑term infrastructure partner rather than a [...]

Microsoft announced that its Automatic Super Resolution (Auto SR) has exited preview and is now fully available on ROG Xbox Ally X and X20 handhelds, including battery‑powered use. The update also extends Auto SR to select Copilot+ PC laptops with AMD Ryzen processors. Players can now run games at native 1080p in handheld mode, and Windows updates will roll out Auto HDR and a new Auto SR “Performance Mode” targeting up to 120 FPS. Microsoft cautions that handheld 1080p performance may lag other [...]

Threat actors targeted Qlik Sense servers in October 2026, attempting to deliver PowerShell reverse shells to multiple EU customers within a three‑minute window. The activity mirrors a November 2023 CACTUS ransomware campaign that exploited the same Qlik vulnerabilities, now patched in August–September 2023. Cynet’s analysis revealed a one‑line reverse shell to 45.115.26.23:4455, followed by a Windows Go reverse shell to 45.115.26.23:4456 for reconnaissance and persistence. The malware also sought ActiveMQ processes, collected Linux credentials, and installed OpenSSH [...]

Malcolm’s “Character Limit” game, initially released on Steam, has now launched on the Apple App Store, allowing players to test their linguistic skills on iPhone and iPad. The developer documented the entire creation process throughout 2026, detailing design choices, gameplay mechanics, and the challenges of porting the title to mobile. He plans to discuss the App Store approval hurdles and future updates before year’s end. The app is available for download via the provided Apple link.

Zhengyuan Quantum, a 2026‑founded Chinese startup, closed an undisclosed angel funding round to advance a 1,000‑qubit superconducting quantum computer. Investors include Shenzhen Capital Group, Pudong Venture Capital, Dening Capital, Xiangjiang Xincheng, and Shenzen Angel Fund of Funds, with Duowei Capital as adviser. The capital will fund research and testing of three‑dimensional packaging, ultra‑low‑temperature connections, and integrated measurement‑control systems. The company has secured component orders and is in talks with potential customers, though no delivery timeline has been [...]

Helix, a 2025-founded startup, has secured $6 million in funding led by Chicago Ventures to develop voice‑based identity verification that operates locally on devices. Siri co‑founder Dag Kittlaus joins as advisor, praising the technology’s reliability and cost efficiency. Helix’s model can confirm human presence, estimate age, and detect impairment, offering an alternative to CAPTCHA and photo‑verification. Early pilots include healthcare provider Zeel, and the company targets use cases such as driver and worker identity checks. [...]

Aspyr Media released Shrek 2 Remastered on Steam, drawing mixed reviews. The 2004 title, known for four‑player couch co‑op, now appears with limited options, poor mouse‑keyboard support, and subpar graphics that fail to match the original PS2 quality. Users report local co‑op failures and cutscenes that do not upscale correctly. The game’s online mode requires Epic Games integration, a point of contention for many players. Some reviewers suspect generative‑AI textures, citing “vibecoded” graphics.

The Good Daughter, a six‑episode Peacock drama, follows estranged sisters Sam (Rose Byrne) and Charlie (Meghann Fahy) as they investigate a high‑school shooting in their hometown of Pikeville, Georgia. Developed by author Karin Slaughter, the series blends a crime‑mystery plot with deep family trauma, centering on a childhood home invasion that killed Sam’s mother. The show features a strong ensemble, including Brendan Gleeson as the town’s controversial defense attorney, and explores themes of grief, justice, and sibling bonds. [...]