Digital standards

New οffline AI note app promises privacy without subscriptions

Growing concern over data privacy and subscription fatigue has led an independent developer to create WitNote, an AI note-taking tool that runs entirely offline.

The software allows users to process notes locally on Windows and macOS rather than relying on cloud-based services where personal information may be exposed.

WitNote supports lightweight language models such as Qwen2.5-0.5B that can run with limited storage requirements. Users may also connect to external models through API keys if preferred.

Core functions include rewriting, summarising and extending content, while a WYSIWYG Markdown editor provides a familiar workflow without network delays, instead of relying on web-based interfaces.

Another key feature is direct integration with Obsidian Markdown files, allowing notes to be imported instantly and managed in one place.

The developer says the project remains a work in progress but commits to ongoing updates and user-driven improvements, even joining Apple’s developer programme personally to support smoother installation.

For users seeking AI assistance while protecting privacy and avoiding monthly fees, WitNote positions itself as an appealing offline alternative that keeps full control of data on the local machine.

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AI model improves speech therapy planning for hearing-impaired children

A new international study has shown that an AI model using deep transfer learning can predict spoken language outcomes for children following cochlear implants with 92% accuracy.

Researchers analysed pre-implantation brain MRI scans from 278 children across Hong Kong, Australia, and the US, covering English, Spanish, and Cantonese speakers.

Cochlear implants are the only effective treatment for severe hearing loss, though speech development after early implantation can vary widely. The AI model identifies children needing intensive therapy, enabling clinicians to tailor interventions before implantation.

The study demonstrated that deep learning outperformed traditional machine learning models, handling complex, heterogeneous datasets across multiple centres with different scanning protocols and outcome measures.

Researchers described the approach as a robust prognostic tool for cochlear implant programmes worldwide.

Experts highlighted that the AI-powered ‘predict-to-prescribe’ method could transform paediatric audiology by optimising therapy plans and improving spoken language development for children receiving cochlear implants.

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Hawaii warns residents about phishing using fake government sites

State officials have warned the public about a phishing campaign using the fake domain codify.inc to impersonate official government websites. Cybercriminals aim to steal personal information and login credentials from unsuspecting users.

Several state agencies are affected, including the departments of Labor and Industrial Relations, Education, Health, Transportation, and many others. Fraudulent websites often mimic official URLs, such as dlir.hi.usa.codify.inc, and may use AI-based services to entice users.

Residents are urged to verify website addresses carefully. Official government portals will always end in .gov, and any other extensions like .inc or .co are not legitimate. Users should type addresses directly into their browsers rather than clicking links in unsolicited emails or texts.

Suspicious websites should be reported to the State of Hawaii at soc@hawaii.gov to help protect other residents from falling victim to the scam.

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AI malware emerges as major cybersecurity threat

Cybersecurity experts are raising alarms as AI transitions from a theoretical concern to an operational threat. The H2 2025 ESET Threat Report shows AI-powered malware is now targeting systems globally, raising attack sophistication.

PromptLock, the first AI-driven ransomware, uses a dual-component system to generate unique scripts for each target. The malware autonomously decides to exfiltrate, encrypt, or destroy data, using a feedback loop to ensure reliable execution.

Other AI threats include PromptFlux, which rewrites malware for persistence, and PromptSteal, which harvests sensitive files. These developments highlight the growing capabilities of attackers using machine learning models to evade traditional defences.

The ransomware-as-a-service market is growing, with Qilin, Akira, and Warlock using advanced evasion techniques. The convergence of AI-driven malware and thriving ransomware economies presents an urgent challenge for organisations globally.

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Scam texts impersonating Illinois traffic authorities spread

Illinois Secretary of State Alexi Giannoulias has warned residents to stay alert for fraudulent text messages claiming unpaid traffic violations or tolls. Officials say the messages are part of a phishing campaign targeting Illinois drivers.

The scam texts typically warn recipients that their vehicle registration or driving privileges are at risk of suspension. The messages urge immediate action via links that steal money or personal information.

The Secretary of State’s office said it sends text messages only to remind customers about scheduled DMV appointments. It does not communicate by text about licence status, vehicle registration issues, or enforcement actions.

Officials advised residents not to click on links or provide personal details in response to such messages. The texts are intended to create fear and pressure victims into acting quickly.

Residents who receive scam messages are encouraged to report them to the Federal Trade Commission through its online fraud reporting system.

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Belgium’s influencers seek clarity through a new certification scheme

The booming influencer economy of Belgium is colliding with an advertising rulebook that many creators say belongs to another era.

Different obligations across federal, regional and local authorities mean that wording acceptable in one region may trigger a reprimand in another. Some influencers have even faced large fines for administrative breaches such as failing to publish business details on their profiles.

In response, the Influencer Marketing Alliance in Belgium has launched a certification scheme designed to help creators navigate the legal maze instead of risking unintentional violations.

Influencers complete an online course on advertising and consumer law and must pass a final exam before being listed in a public registry monitored by the Jury for Ethical Practices.

Major brands, including L’Oréal and Coca-Cola, already prefer to collaborate with certified creators to ensure compliance and credibility.

Not everyone is convinced.

Some Belgian influencers argue that certification adds more bureaucracy at a time when they already struggle to understand overlapping rules. Others see value as a structured reminder that content creators remain legally responsible for commercial communication shared with followers.

The alliance is also pushing lawmakers to involve influencers more closely when drafting future rules, including taxation and safeguards for child creators.

Consumer groups such as BEUC support clearer definitions and obligations under the forthcoming EU Digital Fairness Act, arguing that influencer advertising should follow the same standards as other media instead of remaining in a grey zone.

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Romania’s Oltenia Energy Complex reports a serious ransomware breach

A ransomware attack has disrupted the Oltenia Energy Complex, Romania’s largest coal-based power producer, after hackers encrypted key IT systems in the early hours of 26 December.

The state-controlled company confirmed that the Gentlemen ransomware strain locked corporate files and disabled core services, including ERP platforms, document management tools, email and the official website.

The organisation isolated affected infrastructure and began restoring services from backups on new systems instead of paying a ransom. Operations were only partially impacted and officials stressed that the national energy system remained secure, despite the disruption across business networks.

A criminal complaint has been filed. Additionally, both the National Directorate of Cyber Security of Romania and the Ministry of Energy have been notified.

Investigators are still assessing the scale of the breach and whether sensitive data was exfiltrated before encryption. The Gentlemen ransomware group has not yet listed the energy firm on its dark-web leak site, a sign that negotiations may still be underway.

An attack that follows a separate ransomware incident that recently hit Romania’s national water authority, underlining the rising pressure on critical infrastructure organisations.

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Polish authorities flag TikTok for potential election interference

Polish authorities have urged the European Commission to investigate TikTok over AI-generated content advocating Poland’s exit from the European Union. Officials say the videos pose risks to democratic processes and public order.

Deputy Minister for Digitalisation Dariusz Standerski highlighted that the narratives, distribution patterns, and synthetic audiovisual material suggest TikTok may not be fulfilling its obligations under the EU Digital Services Act for Very Large Online Platforms.

The associated TikTok account has since disappeared from the platform.

The Digital Services Act requires platforms to address systemic risks, including disinformation, and allows fines of up to 6% of a company’s global annual turnover for non-compliance. TikTok and the Commission have not provided immediate comment.

Authorities emphasised that the investigation could set an important precedent for how EU countries address AI-driven disinformation on major social media platforms.

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Russia advances digital ruble strategy ahead of 2026 launch

The Bank of Russia has reiterated its confidence in the long-term potential of the digital ruble, describing the project as one of the most advanced central bank digital currency initiatives globally.

According to the regulator, preparations for a large-scale rollout remain on track for 2026, with internal estimates suggesting the digital ruble could represent up to 5% of all cashless payments within seven years of launch.

Central bank officials highlighted smart contracts as a primary area of application, alongside budgetary payments and cross-border transaction mechanisms, where efficiency and transparency gains are expected.

The regulator added that global payment trends are being closely monitored. Officials stressed the importance of defining a clear role for each financial instrument rather than introducing technology without a specific economic purpose.

Bank of Russia officials also emphasised ongoing collaboration with market participants to identify new opportunities for the digital ruble and maximise its practical impact.

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Best AI dictation tools for faster speech-to-text in 2026

AI dictation reached maturity during the years after many attempts of patchy performance and frustrating inaccuracies.

Advances in speech-to-text engines and large language models now allow modern dictation tools to recognise everyday speech more reliably while keeping enough context to format sentences automatically instead of producing raw transcripts that require heavy editing.

Several leading apps have emerged with different strengths. Wispr Flow focuses on flexibility with style options and custom vocabulary, while Willow blends automation with privacy by storing transcripts locally.

Monologue also prioritises privacy by allowing users to download the model and run transcription entirely on their own machines. Superwhisper caters for power users by supporting multiple downloadable models and transcription from audio or video files.

Other tools take different approaches. VoiceTypr offers an offline-first design with lifetime licensing, Aqua promotes speed and phrase-based shortcuts, Handy provides a simple free open source starting point, and Typeless gives one of the most generous free allowances while promising strong data protection.

Each reflects a wider trend where developers try to balance convenience, privacy, control and affordability.

Users now benefit from cleaner, more natural-sounding transcripts instead of the rigid audio typing tools of previous years. AI dictation has become faster, more accurate and far more usable for everyday note-taking, messaging and work tasks.

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