Sustainable development

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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Telegram bonds frozen amid ongoing international sanctions framework

Around $500 million in bonds issued by Telegram remain frozen within Russia’s financial settlement system following the application of international sanctions.

The situation reflects how global regulatory measures can continue to affect corporate assets even when companies operate across multiple jurisdictions.

According to reports, the frozen bonds were issued in 2021 and are held at Russia’s National Settlement Depository.

Telegram said its more recent $1.7 billion bond issuance in 2025 involved international investors, with no participation from Russian capital, and was purchased mainly by institutional funds based outside Russia.

Telegram stated that bond repayments follow established international procedures through intermediaries, meaning payment obligations are fulfilled regardless of whether individual bondholders face restrictions.

Financial results for 2025 also showed losses, linked in part to a decline in cryptocurrency valuations, which reflected broader market conditions rather than company-specific factors.

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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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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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Social Security move to digital payments

The US Social Security Administration has ended the routine issuance of paper benefit cheques in favour of electronic payments after a 30 September federal deadline. Electronic methods such as direct deposit or prepaid cards are now standard for most beneficiaries.

US officials say the shift speeds up payment delivery and strengthens security since electronic payments are less likely to be lost or stolen than mailed cheques. The move also aims to help reduce federal costs and fraud risks.

A small number of recipients can still receive paper cheques if they qualify for an exemption by showing they lack access to banking services or digital payment systems. People must contact Treasury to request a waiver.

SSA urges beneficiaries to set up or confirm direct deposit details through their online account or use a prepaid card to avoid delays. Recipients without bank accounts are encouraged to enrol for secure electronic options.

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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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Researchers launch AURA to protect AI knowledge graphs

A novel framework called AURA has been unveiled by researchers aiming to safeguard proprietary knowledge graphs in AI systems by deliberately corrupting stolen copies with realistic yet false data.

The approach is designed to preserve full utility for authorised users while rendering illicit copies ineffective instead of relying solely on traditional encryption or watermarking.

AURA works by injecting ‘adulterants’ into critical nodes of knowledge graphs, chosen using advanced algorithms to minimise changes while maximising disruption for unauthorised users.

Tests with GPT-4o, Gemini-2.5, Qwen-2.5, and Llama2-7B showed that 94–96% of correct answers in stolen data were flipped, while authorised access remained unaffected.

The framework protects valuable intellectual property in sectors such as pharmaceuticals and manufacturing, where knowledge graphs power advanced AI applications.

Unlike passive watermarking or offensive poisoning, AURA actively degrades stolen datasets, offering robust security against offline and private-use attacks.

With GraphRAG applications proliferating, major technology firms, including Microsoft, Google, and Alibaba, are evaluating AURA to defend critical AI-driven knowledge.

The system demonstrates how active protection strategies can complement existing security measures, ensuring enterprises maintain control over their data in an AI-driven world.

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World Liberty Financial files to launch national trust bank for USD1

World Liberty Financial’s WLTC Holdings LLC has applied with the Office of the Comptroller of the Currency to establish World Liberty Trust Company, National Association (WLTC), a national trust bank designed for stablecoin operations.

The move aims to centralise issuance, custody, and conversion of USD1, the company’s dollar-backed stablecoin. USD1 has grown rapidly, reaching over $3.3 billion in circulation during its first year.

The trust company will serve institutional clients, providing stablecoin conversion and secure custody for USD1 and other supported stablecoins.

WLTC will operate under federal supervision, offering fee-free USD1 issuance and redemption, USD conversion, and custody with market-rate conversions. Operations will comply with the GENIUS Act and follow strict AML, sanctions, and cybersecurity protocols.

The stablecoin is fully backed by US dollars and short-duration Treasury obligations, operating across ten blockchain networks, including Ethereum, Solana, and TRON.

By combining regulatory oversight with full-stack stablecoin services, WLTC seeks to provide institutional clients with clarity and efficiency in digital asset operations.

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AI and optical imaging transform thyroid cancer surgery

Thyroid cancer, the most common endocrine malignancy, poses challenges for surgeons trying to remove tumours while preserving healthy tissue.

Fine-needle aspiration and pathology are accurate but slow, providing no real-time guidance and sometimes causing unnecessary or incomplete surgeries. Dynamic Optical Contrast Imaging (DOCI) uses cells’ natural light to quickly distinguish healthy tissue from cancer.

The technique captures 23 optical channels from freshly excised tissue, creating detailed spectral maps without dyes or contrast agents. These optical signatures allow for rapid, label-free tissue analysis.

Researchers at Duke University and UCLA combined DOCI with AI to improve accuracy in classification and localisation. A two-stage machine-learning approach first categorised tissue as healthy or cancerous, including common and aggressive thyroid cancer subtypes.

Deep-learning models then produced tumour probability maps, pinpointing cancerous regions with minimal false positives.

Although initial studies focused on post-excision tissue, the technology could soon offer surgeons real-time guidance in the operating room. By combining optical imaging with AI, DOCI may reduce unnecessary surgery, preserve healthy tissue, and improve outcomes for thyroid cancer patients.

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