Technology

FS expanded its D5130 optical switch family on October 8, adding multimode and customizable models to a lineup capped at 32×32 ports. The FS D5130 optical switch targets AI clusters that need physical connections to change as training, inference, and testing workloads move. That expansion places FS inside a consequential shift in data center networking. Optical circuit switches route light directly between fibers, avoiding an optical-electrical-optical conversion inside the s

NTL Healthcare launched its cervical screening AI in a new on-premises configuration on October 15, giving clinics an alternative to sending sensitive images through a cloud service. The release creates a clear tradeoff. CerviCARE AI AT gives healthcare institutions more direct control over data, but it also shifts more security and maintenance responsibility onto their local teams. The South Korean company says CerviCARE AI AT can perform AI analysis and manage related data

Vitalik Buterin has placed his AI agent behind four privacy layers, despite acknowledging that the experimental setup remains slower and vulnerable to traffic analysis. The Vitalik Buterin paranoid mode combines Tor routing, cover traffic, anonymous payments, and local prompt rewriting. It aims to stop an AI provider from easily connecting a conversation to the person who initiated it. The prototype arrives two weeks after the Ethereum Foundation and Open Anonymity Project la

MPC-guided MARL frequency control outperformed five comparison methods across simulated disturbances, yet the system still lacks a formal safety guarantee for live deployment. Researchers reported the results in an open-access study published online on September 30, 2026. Their method uses model predictive control to teach reinforcement-learning agents before those agents begin learning independently. That arrangement creates the central tension. Model predictive control, or

Microchip and Navitas introduced an 800V-to-6V reference design that removes one conversion stage from the power path feeding next-generation AI racks. The Microchip Navitas 800V design targets up to 96% peak efficiency at full load while switching at 1 MHz. Its arrival turns the industry’s 800V plans into a more concrete engineering choice. The design combines Microchip’s digital power controllers and hardware security with Navitas Semiconductor’s gallium nitride power devic

HexAI is being acquired by Hex-Rays for a reported $30 million to $35 million, only one year after its founding. The HexAI acquisition stands out because the six-person Israeli startup reportedly reached the deal without outside funding. That combination creates a sharper story than another young founder making a fast exit. HexAI remained in stealth while selling an operating system for AI agents that conduct security research. Its software reportedly helps researchers build

Ritchie Torres announced a game ownership bill with a direct challenge to publishers: a paid game should not become unusable when its company pulls the plug. The New York congressman says the Power To The Players Act would replace revocable access with ownership, transfer rights, and continued play after support ends. The proposal reaches beyond clearer storefront labels. It would direct the Federal Trade Commission to establish rules governing what consumers receive when the

Microsoft has reportedly withdrawn from a 23,040-GPU project that was supposed to become Britain’s largest AI supercomputer. The Microsoft Nscale data center deal did not collapse because demand for artificial intelligence disappeared. It reportedly failed because the planned site could not secure enough electricity on schedule. The decision affects Nscale’s campus in Loughton, Essex, where Microsoft was expected to serve as the anchor customer. Nscale had planned to deliver

Amex GBT launched Hotel Lobby on October 14, bringing agentic AI into a hotel sourcing process still dominated by one annual request-for-proposal cycle. The Amex GBT Hotel Lobby system automates data preparation, target-rate calculations, and bid validation. Its larger promise is more consequential: turning hotel procurement from a periodic project into a continuously monitored program. That promise matters because corporate hotel agreements begin aging as soon as negotiation

Disney agreed to hire at least 60 Character.AI employees and spend about $180 million on their compensation over three years. Yet the Disney Character.AI hiring deal still depends on a bankruptcy court process that can reshape or reject the broader transaction. The proposed arrangement also provides a separate $30 million pool for retention awards, according to court documents reviewed by Bloomberg and other outlets. That places the potential three-year personnel commitment n

DeepSeek has opened its Search and Fetch APIs at $0.75 per 1,000 successful requests, putting a strikingly low price on live web access for AI agents. The DeepSeek Search and Fetch release separates web retrieval from model inference, so developers can search or extract pages through two raw JSON endpoints. That changes the economics of research agents, coding assistants, and retrieval-augmented generation, or RAG, which gives a model outside information at runtime. Search is

CyberSN recorded 235,786 US cybersecurity job postings through September 2026, a 26.4% annual drop, while AI security engineer demand rose 268.3%. That contrast defines the latest CyberSN cybersecurity jobs report. Employers are advertising fewer security positions overall, yet they are rapidly expanding a small group of AI-focused roles. The result is not a simple story about artificial intelligence eliminating cybersecurity work. It is a sharper shift in the work employers

Nvidia has denied that its flagship consumer GPU is being discontinued, despite reports of halted production and disappearing retail inventory. The Nvidia RTX 5090 supply problem remains real, however, and the company has not provided a shipment schedule that would resolve it. Jeff Fisher, Nvidia’s senior vice president of personal computing, addressed the rumor during an October 16 event in Taipei. He said production had not ended and that Nvidia would continue shipping the

A research team led by Di Liu reports that its solar fault diagnosis model reached 98.73% accuracy despite gaps in photovoltaic sensor data. That result matters because missing measurements can hide the same electrical problems that monitoring software is supposed to detect. The Liu solar fault diagnosis model does not simply classify whatever data remains. It first reconstructs missing current measurements, then analyzes both short-term patterns and longer sequences to ident

Google Gemini fusion conjecture research produced new analytical solutions within hours, extending a 59-year-old plasma physics result that human researchers had just overturned. That sequence matters. Gemini 4 Argon did not independently demolish an untouched conjecture or solve commercial fusion. Researchers first established counterexamples, then Google’s agents generalized two of them beyond an important symmetry restriction. The result still marks a notable test for scie

Compare 10 AnythingLLM alternatives by deployment, RAG, model support, agents, team features, and setup effort to find the right fit.

If you want the best ChatGPT alternatives for 2026. You care about features, privacy, and cost. Many users say ChatGPT can be unpredictable, making it hard to use every day. Some people seek tools that work better with their data, while others desire easy ways to connect with other apps. Additionally, some users want more coding options, and others are looking for strong visualization or teamwork features. The table below illustrates why users switch from ChatGPT to other pla

The best Obsidian alternative depends on why you want to switch. Compare ten realistic options for local Markdown, open-source control, privacy, AI retrieval, collaboration, and simpler everyday note-taking.

Meeting recording tools with AI features help people and teams work better. In 2026, 55% of users record almost every meeting. 85% say their follow-up is quick and easy. Statistic Value Percentage of users recording close to all meetings 55% Users describing follow-up processes as efficient 85% Users wanting more AI-powered software 46% Users willing to switch for better features 79% SaaS users seeing rapid growth in adoption 50% Top meeting recording software like remio, Ott

Here are the top 10 digital notebook apps you should try in 2026: remio, Notion, Microsoft OneNote, Evernote, GoodNotes, Apple Notes, Google Keep, Zoho Notebook, Obsidian, and Simplenote. Each digital notebook is designed to help you capture ideas, keep your notebooks organized, and find information quickly. The digital notebook market is projected to be worth over $1 billion in 2025 and will continue to grow over the next decade. Research shows that digital notebook apps wit