Samsung settles Texas lawsuit over smart TV data collection

Samsung has settled a lawsuit with the Texas Attorney General over allegations that its smart TVs collected viewing data without users’ informed consent.

Texas Attorney General Ken Paxton filed the suit last December, accusing Samsung of using Automated Content Recognition (ACR) technology to capture screenshots of what consumers were watching and using that information for targeted advertising.

As part of the settlement, Samsung must halt any collection or processing of ACR viewing data without first obtaining the express consent of Texas consumers.

The company is also required to update its smart TVs with clear, conspicuous disclosure and consent screens, replacing what a court had previously identified as ‘dark patterns’ requiring over 200 clicks to access privacy settings.

Samsung stated that it does not believe its Viewing Information Services system violated any regulations, but agreed to strengthen its privacy disclosures. Paxton noted that other smart TV manufacturers, including Sony, LG, Hisense, and TCL Technologies, have not yet made similar changes in response to ongoing lawsuits.

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Claws become the new trend in local agentic AI

A new expression has entered the AI vocabulary, with ‘claws’ becoming the latest term to capture the industry’s imagination.

The term refers to a growing family of open-source personal assistants designed to run locally on consumer hardware, often on Apple’s compact Mac mini rather than on cloud-based servers.

These assistants can access calendars, email accounts, coding tools, browsers and external model APIs, enabling them to carry out complex digital tasks autonomously.

Interest increased after AI researcher Andrej Karpathy described his experiments with claws, prompting broader attention across online communities.

Many users have begun adopting the tools as lightweight agentic systems capable of handling real work, from scheduling meetings to writing software overnight by linking to models from providers such as OpenAI.

The name originated with Clawdbot, which was recently rebranded as OpenClaw and became a prominent example in Silicon Valley.

A wave of variants, including NanoClaw, ZeroClaw and IronClaw, has followed, marking a surge in locally run assistants that appeal to users seeking greater autonomy, privacy and experimentation.

Growing enthusiasm for claws highlights a wider shift towards agentic AI running directly on personal devices.

Whether these systems become mainstream or remain a niche developer trend, they show how quickly the AI landscape can evolve and how new concepts often spread long before they fully mature.

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Reddit surges as AI search drives a new era of online discovery

AI-generated search summaries are reshaping online discovery and pushing Reddit to the forefront of global information flows.

The rise of Google’s AI Overview feature places curated AI summaries above traditional search results, encouraging users to rely on machine-generated syntheses instead of browsing lists of websites.

Reddit’s visibility surged after the platform agreed to data access partnerships with Google and OpenAI, enabling large language models to train on its vast archive of human conversations.

The platform’s user-generated discussions are increasingly prioritised because they provide commentary viewed as more neutral and less commercially influenced.

Research from Profound identifies Reddit as the most cited source across major AI platforms. Reddit’s rapid expansion reflects such a shift.

It has overtaken TikTok in the UK, according to Ofcom and now reports 116 million daily active users and more than one billion monthly users.

Communities built around niche interests, combined with voting systems and karma-driven credibility, create a structure that appeals to AI systems searching for grounded, human-authored content.

The platform’s design, centred on subreddits run by volunteer moderators, reinforces trust signals that large models can evaluate when generating AI Overview results.

As AI-powered search becomes the dominant interface for navigating the internet, Reddit’s role as a primary corpus for training and citation continues to expand, reshaping how people discover and verify information.

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Dell expands AI PC strategy to support human creativity

Dell is accelerating development of AI PCs, positioning them as the next standard for personal computing rather than a niche category. Industry forecasts suggest AI-enabled devices could account for more than half of global PC sales by 2026.

Dedicated neural processing units allow AI tasks to run directly on devices, freeing central and graphics processors for demanding creative workflows. Dell says such hardware enables faster editing, improved generative tools and smoother multitasking for designers, editors and digital creators.

Louise Quennell, UK Senior Director at Dell Technologies, emphasised that AI should support creativity rather than replace it. Automating repetitive tasks aims to give professionals more time for experimentation, artistic decision-making and higher-value creative work.

AI assistants are increasingly capable of managing scheduling, summarising information and reducing routine digital administration. Dell believes reducing these ‘digital chores’ could significantly improve productivity, particularly for freelancers balancing creative production with business responsibilities.

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Karnataka chief minister says AI should support not replace artists

Speaking at the Bengaluru GAFX Conference, a major event for the Games, Animation, Visual Effects and Extended Reality (AVGC-XR) sector, Karnataka Chief Minister Siddaramaiah positioned AI as a tool to augment artistic work rather than replace human creators.

He highlighted the importance of ethical AI adoption, respect for intellectual property, data privacy, and ensuring fair compensation for artists and creative professionals as the sector grows.

Siddaramaiah underscored that the ‘soul of storytelling’ and human emotion cannot be fully replicated by algorithms, stressing that technology should amplify human potential without erasing it.

He also urged industry leaders to invest in original content, educational institutions to modernise curricula, and global partners to collaborate with Karnataka’s burgeoning creative ecosystem.

The remarks came amid efforts to develop the AVGC-XR sector through policy support, infrastructure, skill development, and the creation of digital creative clusters beyond Bengaluru in cities like Mysuru, Mangaluru and Hubballi-Dharwad.

Siddaramaiah framed this approach as both an economic and cultural opportunity that must be inclusive and ethically grounded.

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FTC signals flexibility on COPPA age checks

The US FTC has issued a policy statement signalling greater flexibility in enforcing parts of the Children’s Online Privacy Protection Act when companies deploy age verification tools. The agency said it will not take enforcement action where personal data is collected solely for age verification purposes.

The FTC framed age assurance as a key safeguard to prevent children from accessing inappropriate content online in the US. Officials said the approach is intended to encourage broader adoption of age verification technologies by online services.

While offering flexibility, the US regulator stressed that organisations must maintain strong safeguards, including data deletion practices and clear notice to parents and children. The FTC also warned that personal data used beyond age verification could still trigger enforcement action under COPPA.

Similar to previous 2023 amendments, legal experts cautioned that companies using age assurance may face additional compliance duties under state youth privacy laws, even as federal requirements evolve.

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Action-capable AI highlights new security challenges

AI agents are evolving from demos into autonomous tools, with OpenClaw emerging as a leading example. Unlike chatbots, these agents execute tasks directly, interacting with software and systems without constant human input.

The rise of action-capable AI introduces new security challenges. Agents can be manipulated through untrusted input or prompt injection. Persistent memory can also prolong mistakes or unintended behaviour.

The combination of access to sensitive data, external actions, and unverified content, sometimes called the ‘lethal trifecta’, amplifies risks, making careful configuration and oversight essential.

Self-hosted agents offer more control, while cloud-based versions simplify setup but shift security responsibility. Experts recommend running agents in isolated environments, limiting permissions, and requiring approval for sensitive actions.

These precautions reduce the chance of accidental or malicious harm while allowing users to experiment safely.

OpenClaw illustrates the potential of AI agents to automate workflows, handle repetitive tasks, and act proactively rather than passively advising. These tools show the future of consumer AI, but broader adoption requires stronger safety measures and awareness of risks.

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European businesses gain AI-powered contract tools with local data hosting

Workday has rolled out its Contract Lifecycle Management (CLM) platform with EU-hosted data in Frankfurt, allowing European organisations to use AI contract tools while keeping all data within the EU.

German, French, and Spanish language support is live, with more languages planned. The update is part of Workday’s EU Sovereign Cloud strategy, targeting the CLM market, which is set to grow to $1.9 billion by 2033.

The platform uses AI agents to automate contracts. The Contract Intelligence Agent extracts terms, obligations, and renewal dates to create a searchable repository, while the Contract Negotiation Agent flags deviations, drafts redlines, and speeds approvals.

Multilingual support ensures smooth workflows across Europe’s largest commercial languages, improving compliance and efficiency.

GDPR compliance remains critical, with fines up to €20 million or 4% of global turnover. EU-hosted CLM removes offshore data risks, which are crucial for the finance, healthcare, and defence sectors. Workday combines AI efficiency with full legal compliance.

Decision-makers should focus on three priorities: EU data residency, leveraging AI agents to accelerate contracts, and integrating CLM with HR and finance systems to maximise value. Workday aims to capture market share in Europe against competitors such as Icertis and DocuSign.

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Australia begins a landmark study on social media minimum age

eSafety Commissioner has launched a major evaluation of Australia’s Social Media Minimum Age to understand how platforms are applying the requirement and what effects it is having on children, young people and families.

The study aims to deliver robust evidence about both intended and unintended impacts as the national debate on youth, wellbeing and digital environments intensifies.

Over more than two years, the research will follow more than four thousand children and families in Australia, combining surveys, interviews, group discussions and privacy-protected smartphone tracking.

Administrative data from national literacy assessments and health systems will be linked to deepen understanding of online behaviour, wellbeing and exposure to risk. All research materials are publicly available through the Open Science Framework to maintain transparency.

The project is led by eSafety’s Research and Evaluation team in partnership with the Stanford University Social Media Lab and an Academic Advisory Group of specialists in mental health, youth development and digital technologies.

Young people themselves are shaping the study through the eSafety Youth Council, ensuring that the interpretation reflects lived experience rather than external assumptions. Full ethics approval underpins the methodology, which meets strict standards of integrity and privacy.

Findings will be released from late 2026 onward, with early reports analysing the experiences of children under sixteen.

The results will inform a legislative review conducted by Australia’s Department of Infrastructure, Transport, Regional Development, Communications, Sport and the Arts.

eSafety expects the evaluation to become a major evidence source for policymakers, researchers and communities as the global conversation on minors and social media regulation continues.

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Financial crime risks are reshaped by the rise of autonomous AI agents

Autonomous AI agents are transforming finance by executing transactions independently and speeding up workflows in digital assets and programmable finance. Software can manage wallets and move funds across blockchains in seconds, narrowing detection windows.

AI agents don’t create new crimes but increase speed and complexity, making accountability essential. Responsibility rests with developers, operators, and beneficiaries, with investigators tracing control, configuration, and economic benefit to determine liability.

Weak oversight or misconfigured rules can lead to significant compliance and enforcement consequences.

Investigations face new challenges as autonomous agents operate across multiple blockchains, decentralised exchanges, and global jurisdictions.

Real-time analytics and automated tracing are essential to link transactions to accountable actors before funds move. Governance architecture and monitoring systems increasingly serve as evidence in regulatory or criminal actions.

Institutions and law enforcement are using AI monitoring, anomaly detection, and automated containment systems. Autonomous AI impacts sanctions and national security, emphasising the need for human oversight alongside automation.

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