Artificial intelligence

Netomi shows how to scale enterprise AI safely

Netomi has developed a blueprint for scaling enterprise AI, utilising GPT-4.1 for rapid tool use and GPT-5.2 for multi-step reasoning. The platform supports complex workflows, policy compliance, and heavy operational loads, serving clients such as United Airlines and DraftKings.

The company emphasises three core lessons. First, systems must handle real-world complexity, orchestrating multiple APIs, databases, and tools to maintain state and situational awareness across multi-step workflows.

Second, parallelised architectures ensure low latency even under extreme demand, keeping response times fast and reliable during spikes in activity.

Third, governance is embedded directly into the runtime, enforcing compliance, protecting sensitive data, and providing deterministic fallbacks when AI confidence is low.

Netomi demonstrates how agentic AI can be safely scaled, providing enterprises with a model for auditable, predictable, and resilient intelligent systems. These practices serve as a roadmap for organisations seeking to move AI from experimental tools to production-ready infrastructure.

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Rokid launches screenless AI smart glasses at CES 2026

The global pioneer firm in AR, Rokid, unveiled its new Style smart glasses at CES 2026, opting for a screenless, voice-first design instead of the visual displays standard across competing devices.

Weighing just 38.5 grams, the glasses are designed for everyday wear, with an emphasis on comfort and prescription readiness.

Despite lacking a screen, Rokid Style integrates AI through an open ecosystem that supports platforms such as ChatGPT, DeepSeek and Qwen. Global services, including Google Maps and Microsoft AI Translation, facilitate navigation and provide real-time language assistance across various regions.

The device adopts a prescription-first approach, supporting lenses from plano to ±15.00 diopters alongside photochromic, tinted and protective options.

Rokid has also launched a global online prescription service, promising delivery within seven to ten days.

Design features include titanium alloy hinges, silicone nose pads and a built-in camera capable of 4K video recording.

Battery life reaches up to 12 hours of daily use, with global pricing starting at $299, ahead of an online launch scheduled for January 19.

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Lynx ransomware group claims Regis subsidiary on dark web leak site

Regis Resources, one of Australia’s largest unhedged gold producers, has confirmed it is investigating a cyber incident after its subsidiary was named on a dark web leak site operated by a ransomware group.

The Lynx ransomware group listed McPhillamys Gold on Monday, claiming a cyberattack and publishing the names and roles of senior company executives. The group did not provide technical details or evidence of data theft.

The Australia-based company stated that the intrusion was detected in mid-November 2025 through its routine monitoring systems, prompting temporary restrictions on access to protect internal networks. The company said its cybersecurity controls were designed to isolate threats and maintain business continuity.

A forensic investigation found no evidence of data exfiltration and confirmed that no ransom demand had been received. Authorities were notified, and Regis said the incident had no operational or commercial impact.

Lynx, which first emerged in July 2024, has claimed hundreds of victims worldwide. The group says it avoids targeting critical public services, though it continues to pressure private companies through data leak threats.

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AI predicts heart failure risk in cattle

Researchers at the University of Wyoming in the US have developed an AI model that predicts the risk of congestive heart failure in cattle using heart images. The technology focuses on structural changes linked to pulmonary hypertension.

Developed by PhD researcher Chase Markel, the computer vision system was trained on nearly 7,000 manually scored images. The model correctly classifies heart risk levels in 92 percent of cases.

The images were collected in commercial cattle processing plants, allowing assessment at scale after slaughter. The findings support the need for improved traceability throughout the production cycle.

Industry use could enhance traceability and mitigate economic losses resulting from undetected disease. Patent protection is being pursued as further models are developed for other cattle conditions.

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AI earbuds go beyond music

Startups are transforming everyday earbuds into AI assistants that can record meetings, translate languages, or offer cross-platform support, expanding the devices’ role beyond music. Major tech firms, such as Apple and Samsung, laid the groundwork with noise-cancelling and voice features.

At CES, companies such as OSO, Viaim and Timekettle demonstrated professional and educational use cases. Schools utilise translation earbuds to assist non-English-speaking students in following lessons, while professionals can retrieve meeting highlights on demand.

Experts note that earbuds are more accessible than smart glasses, but remain limited by voice-only interaction and reliance on smartphones. Neural earbuds with sensitive sensors could enable hands-free control or internet access for individuals with disabilities.

Although most headphones today still focus on listening, AI earbuds hint at a shift in personal technology, blending convenience, intelligence and accessibility into devices people already wear every day.

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AI receptionist begins work at UK GP surgery

A GP practice in North Lincolnshire, UK, has introduced an AI receptionist named Emma to reduce long wait times on calls. Emma collects patient details and prioritises appointments for doctors to review.

Doctors say the system has improved efficiency, with most patients contacted within hours. Dr Satpal Shekhawat explained that the information from Emma helps identify clinical priorities effectively.

Some patients reported issues, including mistakes with dates of birth and difficulties explaining health problems. The practice reassured patients that human receptionists remain available and that the AI supports staff rather than replacing them.

The technology has drawn attention from other practices in the region. NHS officials are monitoring feedback to refine the system and improve patient experience.

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Grok incident renews scrutiny of generative AI safety

Elon Musk’s Grok chatbot has triggered international backlash after generating sexualised images of women and girls in response to user prompts on X, raising renewed concerns over AI safeguards and platform accountability.

The images, some depicting minors in minimal clothing, circulated publicly before being removed. Grok later acknowledged failures in its own safeguards, stating that child sexual abuse material is illegal and prohibited, while xAI initially offered no public explanation.

European officials reacted swiftly. French ministers referred the matter to prosecutors, calling the output illegal, while campaigners in the UK argued the incident exposed delays in enforcing laws against AI-generated intimate images.

In contrast, US lawmakers largely stayed silent despite xAI holding a major defence contract. Musk did not directly address the controversy; instead, posting unrelated content as criticism mounted on the platform.

The episode has intensified debate over whether current AI governance frameworks are sufficient to prevent harm, particularly when generative systems operate at scale with limited real-time oversight.

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ChatGPT reaches 40 million daily users for health advice

More than 40 million people worldwide now use ChatGPT daily for health-related advice, according to OpenAI.

Over 5 percent of all messages sent to the chatbot relate to healthcare, with three in five US adults reporting use in the past three months. Many interactions occur outside clinic hours, highlighting the demand for AI guidance in navigating complex medical systems.

Users primarily turn to AI to check symptoms, understand medical terms, and explore treatment options.

OpenAI emphasises that ChatGPT helps patients gain agency over their health, particularly in rural areas where hospitals and specialised services are scarce.

The technology also supports healthcare professionals by reducing administrative burdens and providing timely information.

Despite growing adoption, regulatory oversight remains limited. Some US states have attempted to regulate AI in healthcare, and lawsuits have emerged over cases where AI-generated advice has caused harm.

OpenAI argues that ChatGPT supplements rather than replaces medical services, helping patients interpret information, prepare for care, and navigate gaps in access.

Healthcare workers are also increasingly using AI. Surveys show that two in five US professionals, including nurses and pharmacists, use generative AI weekly to draft notes, summarise research, and streamline workflows.

OpenAI plans to release healthcare policy recommendations to guide the responsible adoption of AI in clinical settings.

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AI-designed sensors open new paths for early cancer detection

MIT and Microsoft researchers have developed AI-designed molecular sensors to detect cancer in its earliest stages. By coating nanoparticles with peptides targeted by cancer-linked enzymes, the sensors produce signals detectable through simple urine tests, potentially even at home.

The AI system, named CleaveNet, generates peptide sequences that are efficiently and selectively cleaved by specific proteases, enzymes overactive in cancer cells. The approach enables faster, more precise detection and can help identify a tumour’s type and location.

CleaveNet, trained on 20,000+ peptide-protease interactions, has designed novel peptides for enzymes like MMP13 that cancer cells use to metastasise. The system may cut the number of peptides needed for diagnostics and reveal key biological pathways.

Researchers plan an at-home kit to detect 30 cancers, with peptides also usable for targeted therapies. The work is part of an ARPA-H-funded initiative and highlights the potential of AI to accelerate early cancer detection and treatment.

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EU pushes for open-source commercialisation to reduce tech dependence

The European Commission is preparing a strategy to commercialise European open-source software in an effort to strengthen digital sovereignty and reduce dependence on foreign technology providers.

The plan follows a consultation highlighting that EU funding has delivered innovation, although commercial scale has often emerged outside Europe instead of within it.

Open-source software plays a strategic role by decentralising development and limiting reliance on dominant technology firms.

Commission officials argue that research funding alone cannot deliver competitive alternatives, particularly when public and private contracts continue to favour proprietary systems operated by non-European companies.

An upcoming strategy, due alongside the Cloud and AI Development Act in early 2026, that will prioritise community upscaling, industrial deployment and market integration.

Governance reforms and stronger supply chain security are expected to address vulnerabilities that can affect widely used open-source components.

Financial sustainability will also feature prominently, with public sector partnerships encouraged to support long-term viability.

Brussels hopes wider public adoption of open-source tools will replace expensive or data-extractive proprietary software, reinforcing Europe’s technological autonomy.

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