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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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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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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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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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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China has proposed stringent new rules for AI aimed at protecting children and preventing chatbots from providing advice that could lead to self-harm, violence, or gambling.
The draft regulations, published by the Cyberspace Administration of China (CAC), require developers to include personalised settings, time limits, and parental consent for services offering emotional companionship.
High-risk chats involving self-harm or suicide must be passed to a human operator, with guardians or emergency contacts alerted. AI providers must not produce content that threatens national security, harms national honour, or undermines national unity.
The rules come as AI usage surges, with platforms such as DeepSeek, Z.ai, and Minimax attracting millions of users in China and abroad. The CAC supports safe AI use, including tools for local culture and elderly companionship.
The move reflects growing global concerns over AI’s impact on human behaviour. Notably, OpenAI has faced legal challenges over alleged chatbot-related harm, prompting the company to create roles focused on tracking AI risks to mental health and cybersecurity.
China’s draft rules signal a firm approach to regulating AI technology as its influence expands rapidly.
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A Moscow court has dismissed a class action lawsuit filed against Russia’s state media regulator Roskomnadzor and the Ministry of Digital Development by users of WhatsApp and Telegram. The ruling was issued by a judge at the Tagansky District Court.
The court said activist Konstantin Larionov failed to demonstrate he was authorised to represent messaging app users. The lawsuit claimed call restrictions violated constitutional rights, including freedom of information and communication secrecy.
The case followed Roskomnadzor’s decision in August to block calls on WhatsApp and Telegram, a move officials described as part of anti-fraud efforts. Both companies criticised the restrictions at the time.
Larionov and several dozen co-plaintiffs said the measures were ineffective, citing central bank data showing fraud mainly occurs through traditional calls and text messages. The plaintiffs also argued the restrictions disproportionately affected ordinary users.
Larionov said the group plans to appeal the decision and continue legal action. He has described the lawsuit as an attempt to challenge what he views as politically motivated restrictions on communication services in Russia.
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The presidency of the Council of the European Union next year is expected to see Ireland lead a European drive for ID-verified social media accounts.
Tánaiste Simon Harris said the move is intended to limit anonymous abuse, bot activity and coordinated disinformation campaigns that he views as a growing threat to democracy worldwide.
A proposal that would require users to verify their identity instead of hiding behind anonymous profiles. Harris also backed an Australian-style age verification regime to prevent children from accessing social media, arguing that existing digital consent rules are not being enforced.
Media Minister Patrick O’Donovan is expected to bring forward detailed proposals during the presidency.
The plan is likely to trigger strong resistance from major social media platforms with European headquarters in Ireland, alongside criticism from the US.
However, Harris believes there is growing political backing across Europe, pointing to signals of support from French President Emmanuel Macron and UK Prime Minister Keir Starmer.
Harris said he wanted constructive engagement with technology firms rather than confrontation, while insisting that stronger safeguards are now essential.
He argued that social media companies already possess the technology to verify users and restrict harmful accounts, and that European-level coordination will be required to deliver meaningful change.
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Apple has filed an appeal of a major UK antitrust ruling that could result in billions of dollars in compensation for App Store users. The move would escalate the case from the Competition Appeal Tribunal to the UK Court of Appeal.
The application follows an October ruling in which the tribunal found Apple had abused its dominant market position by charging excessive App Store fees. The decision set a £1.5 billion ($1.9 billion) compensation figure, which Apple previously signalled it would challenge.
After the tribunal declined to grant permission to appeal, Apple sought to appeal to a higher court. The company has not commented publicly on the latest filing but continues to dispute the tribunal’s assessment of competition in the app economy.
Central to the case is the tribunal’s proposed developer commission rate of 15-20 per cent, lower than Apple’s longstanding 30 per cent fee. The rate was determined using what the court described as informed estimates.
If upheld, the compensation would be distributed among UK App Store users who made purchases between 2015 and 2024. The case is being closely watched as a test of antitrust enforcement against major digital platforms.
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A hacker using the name Lovely has allegedly claimed to have accessed subscriber data belonging to WIRED and to have leaked details relating to around 2.3 million users.
The same individual also states that a wider Condé Nast account system covering more than 40 million users could be exposed in future leaks instead of ending with the current dataset.
Security researchers are reported to have matched samples of the claimed leak with other compromised data sources. The information is said to include names, email addresses, user IDs and timestamps instead of passwords or payment information.
Some researchers also believe that certain home addresses could be included, which would raise privacy concerns if verified.
The dataset is reported to be listed on Have I Been Pwned. However, no official confirmation from WIRED or Condé Nast has been issued regarding the authenticity, scale or origin of the claimed breach, and the company’s internal findings remain unknown until now.
The hacker has also accused Condé Nast of failing to respond to earlier security warnings, although these claims have not been independently verified.
Users are being urged by security professionals to treat unexpected emails with caution instead of assuming every message is genuine.
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