TechCapsules

Enterprises seeking AI-driven returns must balance data quality with new compliance mandates that treat data, infrastructure, supply chain and software as regulated assets. Sovereign AI offers organizations and nation‑states full authority over AI construction, deployment, operation and governance, confining data, models and workloads within defined legal or geographic borders. HPE’s Sovereign AI Factory provides customized, validated hardware and services that keep sensitive information on‑premise or in‑country, while Nvidia supplies the underlying GPU acceleration and software stack. In [...]

Marvell Technology announced a series of industry‑first 2 nm optical interconnect demonstrations that will be displayed at the European Conference on Optical Communication (ECOC) 2026 in Málaga, Spain. The showcase includes a 400 Gbit/s per lane PAM4 demo, an 800 Gbit/s ZR/ZR+ OSFP pluggable with MACsec security, and 1.6 Tbit/s ZR and coherent‑lite O‑band prototypes, all built on Marvell’s 2 nm DSP platform. The company also presented its CPO (co‑packaged optics) architecture, integrating optics directly with AI accelerators and switch silicon, achieving [...]

In 2023, Lucasfilm chief Kathleen Kennedy and AFI dean Susan Ruskin convened a secret gathering of actors, producers, directors, writers and tech leaders to devise a framework for integrating artificial intelligence into filmmaking without sacrificing human creativity. The resulting “Human Generative Workflows” document, drafted with input from Google’s VP Mira Lane, distinguishes between various generative‑AI tools and proposes forums for industry participants to shape AI use intentionally. Although the guidelines lack legal enforceability and most of the 120‑person working group [...]

Hackers are increasingly embedding malware instructions in public blockchain ledgers, creating “dead‑drop” channels that persist even after traditional servers are shut down. Chainalysis reports a 440 % surge in such activity, with daily malicious entries climbing from 2.06 to 11.1 after the rollout of unrestricted AI models. The method uses transaction data or smart‑contract calls on networks such as TRON, Aptos, BNB Chain, Polygon and Bitcoin to store encrypted commands, addresses and configuration details that infected computers can [...]

Oakland City Councilmember Carroll Fife announced a proposal for a 45‑day moratorium on approvals for new artificial‑intelligence data centers, giving the city time to draft regulations that address utilities strain, water use and other community impacts. Fife said the pause will let officials create development standards and study secondary effects while still positioning Oakland to capture economic benefits from an AI boom. The measure follows recent bills tightening reporting requirements on energy, water and land use for such [...]

LG Chairman Koo Kwang‑mo met Microsoft CEO Satya Nadella at the Redmond headquarters on Jan. 21 to formalize an AI alliance that will extend the two firms’ existing partnership. The agreement calls for LG to supply cooling, power and IT infrastructure for Microsoft’s expanding AI data centers, beginning with large‑scale cooling solutions and later “prefab” modular facilities. In return, Microsoft will provide its global cloud and data‑center platforms to accelerate AI transformation across LG’s affiliates, including the rollout of [...]

The September 22 edition of the “AI for Work” Pulse released ten new AI tools and aggregated 123 AI‑related news articles. Among the tools, Jev offers developers a decision‑model API that converts unstructured input into typed answers with calibrated probabilities, while Milliseconds.ai provides rapid text and image classification via a single endpoint. Jevtown simulates the spread of a piece of text across 10,000 virtual residents for marketers, and slop‑grader is an open‑source multilingual grammar, style, and AI‑filler detector. [...]

U.S. President Donald Trump and Chinese President Xi Jinping are slated to meet this week amid a fierce rivalry to lead global artificial‑intelligence development. Both sides have voiced worries that unchecked AI could threaten national security, prompting U.S. Treasury Secretary Scott Bessent and Chinese Vice Premier He Lifeng to discuss a bilateral “notification mechanism” for AI incidents that might affect either country. The proposed dialogue would cover risks such as AI‑driven cyberattacks, misuse in biotechnology, catastrophic model failures and loss [...]