Economic Archives | Page 155 of 683 | Digital Watch Observatory

NVIDIA brings RDMA acceleration to S3 object storage for AI workloads

AI workloads are driving unprecedented data growth, with enterprises projected to generate almost 400 zettabytes annually by 2028. NVIDIA says traditional storage models cannot match the speed and scale needed for modern training and inference systems.

The company is promoting RDMA for S3-compatible storage, which accelerates object data transfers by bypassing host CPUs and removing bottlenecks associated with TCP networking. The approach promises higher throughput per terabyte and reduced latency across AI factories and cloud deployments.

Key benefits include lower storage costs, workload portability across environments and faster access for training, inference and vector database workloads. NVIDIA says freeing CPU resources also improves overall GPU utilisation and project efficiency.

RDMA client libraries run directly on GPU compute nodes, enabling faster object retrieval during training. While initially optimised for NVIDIA hardware, the architecture is open and can be extended by other vendors and users seeking higher storage performance.

Cloudian, Dell and HPE are integrating the technology into products such as HyperStore, ObjectScale and Alletra Storage MP X10000. NVIDIA is working with partners to standardise the approach, arguing that accelerated object storage is now essential for large-scale AI systems.

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Eurofiber France reportedly hit by data breach

Eurofiber France has suffered a data breach affecting its internal ticket management system and ATE customer portal, reportedly discovered on 13 November. The incident allegedly involved unauthorised access via a software vulnerability, with the full extent still unclear.

Sources indicate that approximately 3,600 customers could be affected, including major French companies and public institutions. Reports suggest that some of the allegedly stolen data, ranging from documents to cloud configurations, may have appeared on the dark web for sale.

Eurofiber has emphasised that Dutch operations are not affected.

The company moved quickly to secure affected systems, increasing monitoring and collaborating with cybersecurity specialists to investigate the incident. The French privacy regulator, CNIL, has been informed, and Eurofiber states that it will continue to update customers as the investigation progresses.

Founded in 2000, Eurofiber provides fibre optic infrastructure across the Netherlands, Belgium, France, and Germany. Primarily owned by Antin Infrastructure Partners and partially by Dutch pension fund PGGM, the company remains operational while assessing the impact of the breach.

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EU moves to reinforce cooperation against VAT fraud

The European Commission has presented a plan to strengthen cooperation among the European Public Prosecutor’s Office, the European Anti-Fraud Office, and member states as part of a broader effort to combat VAT fraud.

The proposal establishes a legal framework for the sharing of information. It grants the EU bodies immediate access to VAT data, which is expected to enhance the detection of cross-border tax evasion schemes.

Real-time reporting of cross-border trade, delivered through the VAT in the Digital Age package, provides national authorities with the information needed to identify suspicious activity, rather than relying on delayed or incomplete records.

Carousel fraud alone costs EU taxpayers billions each year and remains a significant element of the broader VAT compliance gap, which stood at over €89 billion in 2022.

The Commission argues that faster access to VAT information will help investigators uncover fraudulent networks, halt their activities and pursue prosecutions more effectively.

EPPO, OLAF and the Eurofisc network would gain direct communication channels, enabling closer coordination and rapid intelligence sharing throughout the Union.

A proposal that will now move to the Council for agreement and to the European Parliament and the Economic and Social Committee for consultation.

Once adopted and published, the changes will take effect and initiate the implementation phase across the EU.

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Teenagers still face harmful content despite new protections

In the UK and other countries, teenagers continue to encounter harmful social media content, including posts about bullying, suicide and weapons, despite the Online Safety Act coming into effect in July.

A BBC investigation using test profiles revealed that some platforms continue to expose young users to concerning material, particularly on TikTok and YouTube.

The experiment, conducted with six fictional accounts aged 13 to 15, revealed differences in exposure between boys and girls.

While Instagram showed marked improvement, with no harmful content displayed during the latest test, TikTok users were repeatedly served posts about self-harm and abuse, and one YouTube profile encountered videos featuring weapons and animal harm.

Experts warned that changes will take time and urged parents to monitor their children’s online activity actively. They also recommended open conversations about content, the use of parental controls, and vigilance rather than relying solely on the new regulatory codes.

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New funding round by Meta strengthens local STEAM education

Meta is inviting applications for its 2026 Data Centre Community Action Grants, which support schools, nonprofits and local groups in regions that host the company’s data centres.

The programme has been a core part of Meta’s community investment strategy since 2011, and the latest round expands support to seven additional areas linked to new facilities. The company views the grants as a means of strengthening long-term community vitality, rather than focusing solely on infrastructure growth.

Funding is aimed at projects that use technology for public benefit and improve opportunities in science, technology, engineering, arts and mathematics. More than $ 74 million has been awarded to communities worldwide, with $ 24 million distributed through the grant programme alone.

Recipients can reapply each year, which enables organisations to sustain programmes and increase their impact over time.

Several regions have already demonstrated how the funding can reshape local learning opportunities. Northern Illinois University used grants to expand engineering camps for younger students and to open a STEAM studio that supports after-school programmes and workforce development.

In New Mexico, a middle school used funding to build a STEM centre with advanced tools such as drones, coding kits and 3D printing equipment. In Texas, an enrichment organisation created a digital media and STEM camp for at-risk youth, offering skills that can encourage empowerment instead of disengagement.

Meta presents the programme as part of a broader pledge to deepen education and community involvement around emerging technologies.

The company argues that long-term support for digital learning will strengthen local resilience and create opportunities for young people who want to pursue future careers in technology.

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AI tools help eBay stage a comeback

eBay is deepening its investment in AI as part of a multi-year effort to revive the platform after years of stagnant growth.

The company, which saw renewed momentum during the pandemic, has launched five new AI features this year, including AI-generated shipping estimates, an AI shopping agent and a partnership with OpenAI.

Chief executive Jamie Iannone argues that eBay’s long history gives it an advantage in the AI era, citing decades of product listings, buyer behaviour data and more than two billion active listings. That data underpins tools such as the ‘magical listing’ feature, which automatically produces item descriptions from photos, and an AI assistant that answers buyer questions based on a listing’s details.

These tools are also aimed at unlocking supply: eBay says the average US household holds thousands of dollars’ worth of unused goods.

Analysts note that helping casual sellers overcome the friction of listing and photographing items could lift the company’s gross merchandise volume, which grew 10 percent in the most recent quarter.

AI is also reshaping the buyer experience. Around 70 percent of eBay transactions come from enthusiasts who already know how to navigate the platform. The new ‘eBay.ai’ tool is designed to help less experienced users by recommending products based on natural-language descriptions.

Despite this push, the platform still faces intense competition from Amazon, Google, Shein and emerging AI-shopping agents. Iannone has hinted that eBay may integrate with external systems such as OpenAI’s instant-checkout tools to broaden discovery beyond the platform.

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Salesforce unveils eVerse for dependable enterprise AI

The US cloud-based software company, Salesforce and its Research AI department, have unveiled eVerse, a new environment designed to train voice and text agents through synthetic data generation, stress testing and reinforcement learning.

In an aim to resolve a growing reliability problem known as jagged intelligence, where systems excel at complex reasoning yet falter during simple interactions.

The company views eVerse as a key requirement for creating an Agentic Enterprise, where human staff and digital agents work together smoothly and dependably.

eVerse supports continuous improvement by generating large volumes of simulated interactions, measuring performance and adjusting behaviour over time, rather than waiting for real-world failures.

A platform that played a significant role in the development of Agentforce Voice, giving AI agents the capacity to cope with unpredictable calls involving noise, varied accents and weak connections.

Thousands of simulated conversations enabled teams to identify problems early and deliver stronger performance.

The technology is also being tested with UCSF Health, where clinical experts are working with Salesforce to refine agents that support billing services. Only a portion of healthcare queries can typically be handled automatically, as much of the knowledge remains undocumented.

eVerse enhances coverage by enabling agents to adapt to complex cases through reinforcement learning, thereby improving performance across both routine and sophisticated tasks.

Salesforce describes eVerse as a milestone in a broader effort to achieve Enterprise General Intelligence. The goal is a form of AI designed for dependable business use, instead of the more creative outputs that dominate consumer systems.

It also argues that trust and consistency will shape the next stage of enterprise adoption and that real-world complexity must be mirrored during development to guarantee reliable deployment.

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Heavy sell pressure pushes Bitcoin back under $94,000

Bitcoin’s price continued to weaken after dipping under $94,000, extending a retreat that has now erased nearly $190 billion from its market value over the past week. Trading volumes remained high, yet sell pressure dominated as the asset struggled to reclaim momentum.

Market data showed more than $394 million in crypto liquidations over the past 24 hours, with the majority coming from long positions. Sentiment stayed uneasy as Bitcoin hovered close to the $94,000 mark, offering little reassurance to traders seeking signs of stability.

Analysts remain divided on whether the current zone represents a potential floor or a pause before further declines. Traders noted that fresh catalysts will be needed to support any sustained recovery as liquidations rise and volatility deepens.

Bitcoin’s recent swings have left market participants split between bargain hunting and preparing for another downturn. Precise data and level-headed decision-making appear more valuable than hype as the market navigates its latest correction.

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NotebookLM gains automated Deep Research tool and wider file support

Google is expanding NotebookLM with Deep Research, a tool designed to handle complex online inquiries and produce structured, source-grounded reports. The feature acts like a dedicated researcher, planning its own process and gathering material across the web.

Users can enter a question, choose a research style, and let Deep Research browse relevant sites before generating a detailed briefing. The tool runs in the background, allowing additional sources to be added without disrupting the workflow or leaving the notebook.

NotebookLM now supports more file types, including Google Sheets, Drive URLs, PDFs stored in Drive, and Microsoft Word documents. Google says this enables tasks such as summarising spreadsheets and quickly importing multiple Drive files for analysis.

The update continues the service’s gradual expansion since its late-2023 launch, which has brought features such as Video Overviews for turning dense materials into visual explainers. These follow earlier additions, such as Audio Overviews, which create podcast-style summaries of shared documents.

Google also released NotebookLM apps for Android and iOS earlier this year, extending access beyond desktop. The company says the latest enhancements should reach all users within a week.

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China targets deepfake livestreams of public figures

Chinese cyberspace authorities announced a crackdown on AI deepfakes impersonating public figures in livestream shopping. Regulators said platforms have removed thousands of posts and sanctioned numerous accounts for misleading users.

Officials urged platforms to conduct cleanups and hold marketers accountable for deceptive promotions. Reported actions include removing over 8,700 items and dealing with more than 11,000 impersonation accounts.

Measures build on wider campaigns against AI misuse, including rules targeting deep synthesis and labelling obligations. Earlier efforts focused on curbing rumours, impersonation and harmful content across short videos and e-commerce.

Chinese authorities pledged a continued high-pressure stance to safeguard consumers and protect celebrity likenesses online. Platforms risk penalties if complaint handling and takedowns fail to deter repeat infringements in livestream commerce.

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