Privacy and data protection

Legal sector urged to plan for cultural change around AI

A digital agency has released new guidance to help legal firms prepare for wider AI adoption. The report urges practitioners to assess cultural readiness before committing to major technology investment.

Sherwen Studios collected views from lawyers who raised ethical worries and practical concerns. Their experiences shaped recommendations intended to ensure AI serves real operational needs across the sector.

The agency argues that firms must invest in oversight, governance and staff capability. Leaders are encouraged to anticipate regulatory change and build multidisciplinary teams that blend legal and technical expertise.

Industry analysts expect AI to reshape client care and compliance frameworks over the coming years. Firms prepared for structural shifts are likely to benefit most from long-term transformation.

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AstraZeneca backs Pangaea’s AI platform to scale precision healthcare

Pangaea Data, a health-tech firm specialising in patient-intelligence platforms, announced a strategic, multi-year partnership with AstraZeneca to deploy multimodal artificial intelligence in clinical settings. The goal is to bring AI-driven, data-rich clinical decision-making to scale, improving how patients are identified, diagnosed, treated and connected to therapies or clinical trials.

The collaboration will see AstraZeneca sponsoring the configuration, validation and deployment of Pangaea’s enterprise-grade platform, which merges large-scale clinical, imaging, genomic, pathology and real-world data. It will also leverage generative and predictive AI capabilities from Microsoft and NVIDIA for model training and deployment.

Among the planned applications are supporting point-of-care treatment decisions and identifying patients who are undiagnosed, undertreated or misdiagnosed, across diseases ranging from chronic conditions to cancer.

Pangaea’s CEO said the partnership aims to efficiently connect patients to life-changing therapies and trials in a compliant, financially sustainable way. For AstraZeneca, the effort reflects a broader push to integrate AI-driven precision medicine across its R&D and healthcare delivery pipeline.

From a policy and health-governance standpoint, this alliance is important. It demonstrates how multimodal AI, combining different data types beyond standard medical records, is being viewed not just as a research tool, but as a potentially transformative element of clinical care.

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EU opens antitrust probe into Meta’s WhatsApp AI rollout

Brussels has opened an antitrust inquiry into Meta over how AI features were added to WhatsApp, focusing on whether the updated access policies hinder market competition. Regulators say scrutiny is needed as integrated assistants become central to messaging platforms.

Meta AI has been built into WhatsApp across Europe since early 2025, prompting questions about whether external AI providers face unfair barriers. Meta rejects the accusations and argues that users can reach rival tools through other digital channels.

Italy launched a related proceeding in July and expanded it in November, examining claims that Meta curtailed access for competing chatbots. Authorities worry that dominance in messaging could influence the wider AI services market.

EU officials confirmed the case will proceed under standard antitrust rules rather than the Digital Markets Act. Investigators aim to understand how embedded assistants reshape competitive dynamics in services used by millions.

European regulators say outcomes could guide future oversight as generative AI becomes woven into essential communications. The case signals growing concern about concentrated power in fast-evolving AI ecosystems.

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Uzbekistan sets principles for responsible AI

A new ethical framework for the development and use of AI technologies has been adopted by Uzbekistan.

The rules, prepared by the Ministry of Digital Technologies, establish unified standards for developers, implementing organisations and users of AI systems, ensuring AI respects human rights, privacy and societal trust.

A framework that is part of presidential decrees and resolutions aimed at advancing AI innovation across the country. It also emphasises legality, transparency, fairness, accountability, and continuous human oversight.

AI systems must avoid discrimination based on gender, nationality, religion, language or social origin.

Developers are required to ensure algorithmic clarity, assess risks and bias in advance, and prevent AI from causing harm to individuals, society, the state or the environment.

Users of AI systems must comply with legislation, safeguard personal data, and operate technologies responsibly. Any harm caused during AI development or deployment carries legal liability.

The Ministry of Digital Technologies will oversee standards, address ethical concerns, foster industry cooperation, and improve digital literacy across Uzbekistan.

An initiative that aligns with broader efforts to prepare Uzbekistan for AI adoption in healthcare, education, transport, space, and other sectors.

By establishing clear ethical principles, the country aims to strengthen trust in AI applications and ensure responsible and secure use nationwide.

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UNESCO launches AI guidelines for courts and tribunals

UNESCO has launched new Guidelines for the Use of AI Systems in Courts and Tribunals to ensure AI strengthens rather than undermines human-led justice. The initiative arrives as courts worldwide face millions of pending cases and limited resources.

In Argentina, AI-assisted legal tools have increased case processing by nearly 300%, while automated transcription in Egypt is improving court efficiency.

Judicial systems are increasingly encountering AI-generated evidence, AI-assisted sentencing, and automated administrative processes. AI misuse can have serious consequences, as seen in the UK High Court where false AI-generated arguments caused delays, extra costs, and fines.

UNESCO’s Guidelines aim to prevent such risks by emphasising human oversight, auditability, and ethical AI use.

The Guidelines outline 15 principles and provide recommendations for judicial organisations and individual judges throughout the AI lifecycle. They also serve as a benchmark for developing national and regional standards.

UNESCO’s Judges’ Initiative, which has trained over 36,000 judicial operators in 160 countries, played a key role in shaping and peer-reviewing the Guidelines.

The official launch will take place at the Athens Roundtable on AI and the Rule of Law in London on 4 December 2025. UNESCO aims for the standards to ensure responsible AI use, improve court efficiency, and uphold public trust in the judiciary.

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Meta expands global push against online scam networks

The US tech giant, Meta, outlined an expanded strategy to limit online fraud by combining technical defences with stronger collaboration across industry and law enforcement.

The company described scams as a threat to user safety and as a direct risk to the credibility of its advertising ecosystem, which remains central to its business model.

Executives emphasised that large criminal networks continue to evolve and that a faster, coordinated response is essential instead of fragmented efforts.

Meta presented recent progress, noting that more than 134 million scam advertisements were removed in 2025 and that reports about misleading advertising fell significantly in the last fifteen months.

It also provided details about disrupted criminal networks that operated across Facebook, Instagram and WhatsApp.

Facial recognition tools played a crucial role in detecting scam content that utilised images of public figures, resulting in an increased volume of removals during testing, rather than allowing wider circulation.

Cooperation with law enforcement remains central to Meta’s approach. The company supported investigations that targeted criminal centres in Myanmar and illegal online gambling operations connected to transfers through anonymous accounts.

Information shared with financial institutions and partners in the Global Signal Exchange contributed to the removal of thousands of accounts. At the same time, legal action continued against those who used impersonation or bulk messaging to deceive users.

Meta stated that it backs bipartisan legislation designed to support a national response to online fraud. The company argued that new laws are necessary to weaken transnational groups behind large-scale scam operations and to protect users more effectively.

A broader aim is to strengthen trust across Meta’s services, rather than allowing criminal activity to undermine user confidence and advertiser investment.

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Governments urged to build learning systems for the AI era

Governments are facing increased pressure to govern AI effectively, prompting calls for continuous institutional learning. Researchers argue that the public sector must develop adaptive capacity to keep pace with rapid technological change.

Past digital reforms often stalled because administrations focused on minor upgrades rather than redesigning core services. Slow adaptation now carries greater risks, as AI transforms decisions, systems and expectations across government.

Experts emphasise the need for a learning infrastructure that facilitates to reliable flow of knowledge across institutions. Singapore and the UAE have already invested heavily in large-scale capability-building programmes.

Public servants require stronger technical and institutional literacy, supported through ongoing training and open collaboration with research communities. Advocates say that states that embed learning deeply will govern AI more effectively and maintain public trust.

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Japan plans large scale investment to boost AI capability

Japan plans to increase generative AI usage to 80 percent as officials push national adoption. Current uptake remains far lower than in the United States and China.

The government intends to raise early usage to 50 percent and stimulate private investment. A trillion yen target highlights the efforts to expand infrastructure and accelerate deployment across various Japanese sectors quickly.

Guidelines stress risk reduction and stronger oversight through an enhanced AI Safety Institute. Critics argue that measures lack detail and fail to address misuse with sufficient clarity.

Authorities expect broader AI use in health care, finance and agriculture through coordinated public-private work. Annual updates will monitor progress as Japan seeks to enhance its competitiveness and strategic capabilities.

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Public backlash grows as Coupang faces scrutiny over massive data leak

South Korea is facing broader concerns about data governance following Coupang’s confirmation of a breach affecting 33.7 million accounts. Investigators say the leak began months before it was detected, highlighting weak access controls and delayed monitoring across major firms.

Authorities believe a former employee exploited long-valid server tokens and unrevoked permissions to extract customer records. Officials say the scale of the incident underscores persistent gaps in offboarding processes and basic internal safeguards.

Regulators have launched parallel inquiries to assess compliance violations and examine whether structural weaknesses extend beyond a single company. Recent leaks at telecom and financial institutions have raised similar questions about systemic risk.

Public reaction has been intense, with online groups coordinating class-action filings and documenting spikes in spam after the exposure. Many argue that repeated incidents show a more profound corporate reluctance to invest meaningfully in security.

Lawmakers are now signalling plans for more substantial penalties and tighter oversight. Analysts warn that unless companies elevate data protection standards, South Korea will continue to face cascading breaches that damage public trust.

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Honolulu in the US pushes for transparency in government AI use

Growing pressure from Honolulu residents in the US is prompting city leaders to consider stricter safeguards surrounding the use of AI. Calls for greater transparency have intensified as AI has quietly become part of everyday government operations.

Several city departments already rely on automated systems for tasks such as building-plan screening, customer service support and internal administrative work. Advocates now want voters to decide whether the charter should require a public registry of AI tools, human appeal rights and routine audits.

Concerns have deepened after the police department began testing AI-assisted report-writing software without broad consultation. Supporters of reform argue that stronger oversight is crucial to maintain public trust, especially if AI starts influencing high-stakes decisions that impact residents’ lives.

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