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Siemens Mobility makes tracks in rail automation

Siemens Mobility, Deutsche Bahn and others made strides in an automated train development project after tests proved the technical feasibility of the concept.

The intelligent transport company and German national rail operator are collaborating with relevant industry and scientific partners on the AutomatedTrain project.

Siemens Mobility stated testing proved the viability of Grade of Automation 4, the highest tier in relevant self-driving technology, by having one of its Mireo trains transfer from a depot to a station to begin services.

Marc Ludwig, CEO of Rail Infrastructure, said Siemens Mobility and its partners have “developed the decisive technologies” which establish the “foundation for the next generation of rail transport”.

The work is “a significant step forward in bringing automation to the railway”, he added.

Testing involved the train receiving instructions then preparing itself for operation by conducting necessary tests before embarking on a journey where it “independently detects obstacles and reacts appropriately”.

Parliamentary State Secretary at the Federal Ministry for Economic Affairs and Energy Johannes Steiniger branded the concept as “the future of mobility” and an example of how autonomy could help maintain a reliable rail service in the face of a shortage of skilled staff.

Technical points
Siemens Mobility stated the system relies on digital signalling technology based on the European Train Control System, which in part employs mobile networks to transfer real-time information.

Automatic Train Operation technology and intelligent vehicle control systems are also in the mix, with the Advanced Vital Vehicle Operation platform providing pre- and in-operation safety checks.

The train relies on highly-precise positioning information and digital maps. Siemens Mobility explained “state-of-the-art sensor systems” spot problems on tracks, to which the train can respond automatically.

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Freshwave, VMO2 extend small cell run

Connectivity infrastructure-as-a-service provider Freshwave continued to make big progress with urban small cell deployments, adding the UK city of Canterbury to its list through an ongoing tie-up with VMO2.

A quartet of 4G- and 5G-compatible small cells are involved, offering a boost to VMO2 mobile users in busy areas of the city centre.

Freshwave emphasised the discreet qualities of the equipment, a boon in terms of minimising the aesthetic impact in the historic city.

The deployment is being conducted in close collaboration with Kent County Council, the local authority in which Canterbury sits.

David Wimble, cabinet member for Economic Development and Special projects at the council, explained the authority is helping the deployment by providing access to “suitable council assets” as it seeks to provide the reliable connectivity it regards as “an essential part of modern life”.

The arrangement is one of more than 40 Freshwave has agreed with local authorities throughout the UK.

A previous small cell deployment for VMO2 covers the town of Guildford and Freshwave is a key player in a large-scale rollout in the city of Glasgow.

Mobile network operator account director Neil Barnes said such collaborations are “key to delivering mobile connectivity” and Freshwave’s approach shows “how local authorities and industry can work together to improve coverage” in areas with the greatest need.

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US, Huawei racketeering showdown to begin

Huawei edged closer to laying claims of racketeering to rest as a court case brought by the US is set to get underway later today (8 September) when the process of picking a jury begins.

The Chinese vendor is steadfast in denying any wrongdoing in a matter dating to 2018 which resulted in then CFO and now rotating chair Sabrina Meng being detained by authorities in Canada.

ABC News reported the US Department of Justice (DoJ) is pursuing claims Huawei stole and attempted to steal trade secrets, ignored sanctions on doing business in North Korea and aided Iranian authorities in monitoring protestors during unrest in 2009.

The trial is one of several attacks made by the US against Huawei: it also alleges the vendor is a threat to national security and has imposed stringent restrictions on its access to key technologies.

Nikkei Asia noted the DoJ dropped two claims from its case late last week; a conspiracy charge relating to historic US presidential powers afforded under the International Emergency Economic Power Act and another relating to economic sanctions breaches.

The move left 12 charges in place.

Huawei told Nikkei Asia it is not guilty and the “narrative” of the US case is “demonstrably false”.

Prisoner swap
Although charges against Meng have long-since been dropped, Nikkei Asia noted the bargain she struck to achieve this could now hurt Huawei.

It explained the founder’s daughter admitted she made false statements about the company having worked within US sanction and export rules, details which have been cleared for use in the looming trial.

Most observers note the court case is something of a watershed in a long-running trade battle between the US and China in which big companies from the latter have become symbolic pawns.

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Docomo Business tackles shady IoT traffic

NTT Docomo Business began preparing to develop an IoT security system with Tess Engineering to combat growing cyberattacks on devices by addressing threats at the network level.

The pair intend to develop ways to boost the security of communications infrastructure used for remote monitoring at solar power generation plants using an existing IoT-oriented Docomo network-as-a-service (NaaS) platform.

Docomo stated the IoT devices used to remotely monitor solar facilities typically lack the performance to implement effective security measures. There are also specific difficulties associated with the operating environment.

It explained Tess Engineering is a specialist in designing and operating solar power facilities and had already reported problems involving attacks on the communication systems used to transmit operational data to remote monitoring units.

The existing threat detection and blocking functions in Docomo’s NaaS platform are expected to help tackle the threats by providing notifications and blocking capabilities.

Tess Engineering is piloting the system at some of its solar sites and the companies plan to explore further measures to provide remote monitoring systems protections in a one-stop shop model.

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UN push for killer robot rules advances

Almost 130 nations called for restrictions to be placed on autonomous weapons systems, adding another slant to recent growing concerns over the impact of rogue AI.

In a post on X on 5 September, Minister of Foreign Affairs of the Netherlands Tom Berendsen revealed 128 nations reached an accord on a United Nations (UN) push to address the challenges posed by lethal autonomous weapon systems (LAWS) by defining what the systems are.

The agreement is an “important step” in regulating the systems, Berendsen wrote.

Various news outlets quoted an Agence France-Presse (AFP) article explaining the move to define what LAWS are is the first step towards possible regulation, which the UN separately explained is needed to ensure autonomous systems do not breach international humanitarian laws prohibiting the targeting of civilians during conflicts.

UN information indicates the agreement ratifies work on the impact of emerging technologies on LAWS commenced in 2023.

Across various meetings, government experts have defined the systems as being “one or more” weapons which can work together to “identify, select and engage a target with force, without intervention by a human being”.

Life-and-death
The concerns hold particular relevance in various ongoing global conflicts, with reports Russia and Ukraine are already testing autonomous drone fleets in their war.

In late August, UN secretary general Antonio Guterres and Mirjana Spoljaric, president of the International Committee of the Red Cross (ICRC), jointly expressed concerns over the growing capabilities of AI, in particular its use in scenarios involving lethal force.

“We are now dangerously close to crossing a moral red line: the autonomous targeting of humans by machines,” Guterres said.

Spoljaric branded autonomous targeting systems “morally repugnant”.

The UN and ICRC urged nations to act swiftly to agree global rules and continue to press for humans to remain involved in “life-and-death decisions”.

UN high commissioner for Human Rights Volker Turk today (7 September) pressed for faster action on governing AI as a whole, warning in a speech the technology poses an “existential risk to humanity” and lamenting the “almost unlimited power” a “handful of men” have over the technology.

Volker called for independent verification and “much stronger collaboration on security”, along with expressing concern over the potential impact of AI on employment, democracy and the environment.

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Wireless Logic buys bigger Brazilian IoT presence

Enterprise IoT connectivity provider Wireless Logic further expanded its operations in Brazil by arranging the purchase of a local telecoms player’s connectivity business.

The company is set to take on the IoT element of Algar Telecom and incorporate it into existing Brazilian business Arqia, which Wireless Logic acquired in 2025.

Arqia CEO Tomas Fuchs said the deal would enable it to provide more “comprehensive” services and speed expansion. He believes the move “demonstrates Wireless Logic’s confidence in Brazil’s potential as a key growth market in Latin America”.

Wireless Logic explained typical closing conditions must be met before the deal is completed, at which point it expects a boost for Arqia’s ability to deliver services to the agricultural, logistics, payments, utilities, manufacturing and healthcare sectors.

It highlighted Latin America as “one of the world’s most promising IoT growth markets” and stated Arqia’s capabilities in mission-critical services are set to be increased by the acquisition.

The company plans a phased integration, with the businesses initially continuing to run separately.

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Telefonica does the business with applied AI

Telefonica continued to focus on improving services using applied AI, embedding the technology in its fixed and mobile networks to provide a host of voice options for businesses.

The operator pitched the move as providing smart communications for voice services, with the AI enabling features including transcription and summarisation of conversations.

There is also a virtual assistant capability which director of product, presales and provisioning Javier Pascual said is accessible “using natural language”.

Telefonica is pitching the set-up at medium and large businesses, and public organisations which use cloud-based voice services.

It highlighted the launch of a namesake AI agent for Centrex IP cloud set-ups which can understand everyday speech, and so lends itself to broader contextual interpretation and automation capabilities to speed responses to customers.

Telefonica flagged a 60% boost in efficiency using AI agents, in-turn improving the volume of calls handled by 10% over standard systems.

It offered a real-world example of the applied AI system by highlighting a healthcare service where a WhatsApp messenger agent can book and confirm appointments.

Compatibility with more than 100 languages means a broader ability to resolve customer service queries either directly or by redirecting calls.

Telefonica is not the only operator to today (10 August) reveal applied AI moves, with NTT Docomo and LG Uplus also detailing progress.

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LG Uplus, Broadcom apply AI to router management

LG Uplus advanced efforts to apply AI in network automation by testing its ability to control the quality of a Wi-Fi 8-compatible home broadband system.

The self-healing capability employs Edge AI technology, which the South Korean operator explained conducts analyses and adaptation in the router instead of the cloud.

Broadcom contributed a Wi-Fi 8 platform running a neural processing unit to LG Uplus’ trial, enabling the on-board AI computation.

The operator adapted its existing cloud-based AI network prediction model for operation in the router.

There is an argument home broadband and consumer equipment are not often the focus of discussions around self-healing and autonomous networks.

LG Uplus explained the trial is significant in proving routers can become part of “an AI-based quality management platform”, benefitting customer service and infrastructure management.

It stated the companies proved the router could detect and adapt to anomalies before customers notice, boosting stability for bandwidth-intensive services.

LG Uplus plots further trials of how AI could be used to manage Wi-Fi 8 networks.

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NEC pitches digital car parks as safety feature

NEC lined up real-world trials of a technology mix it reckons could shake up the vehicle parking sector, advancing a self-professed mission to digitalise the sector.

The company is integrating a parking management system from UrbanChain with its own AI image recognition technology to assess the effectiveness in detecting when people leave their vehicle.

NEC explained this is an important safety step, reasoning the set-up could be used to provide alerts if people park and then fail to exit the vehicle in a timely manner, which it stated could indicate they have suffered a medical episode.

The company explained there is growing concern about such matters.

Trials of the combined system are scheduled to begin in car parks in the Fukuoka Prefecture of Japan next month to assess how effective the AI is at recognising the number of vehicle occupants and if they have left or not.

NEC stated the companies hope to devise a “next-generation” car parking service model which could improve “safety, security and convenience”.

The companies hope to work out how many cameras are required and the best installation points along with the overall impact on safety and security.

They are also exploring a payment model based on the time a vehicle enters a parking space instead of charging from the moment it enters the grounds.

Ultimately, the work could establish a means of analysing car park usage trends and control mechanical lifts used in multi-storey architectures.

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EU operator chiefs press for urgent CSAM blocks

The chief executives of some of the biggest operator groups in Europe warned massive amounts of child sexual abuse material (CSAM) are still exchanged online each year and pressed authorities to give them the power to block it.

Margherita Della Valle from Vodafone Group, Christel Heydemann at Orange, Benedicte Schilbred Fasmer with Telenor Group and Allison Kirkby at BT Group want authorities to provide their companies with the legal clarity to prevent the sharing of more than 100 million CSAM files each year.

They have written an open letter to European Commission President Ursula von der Leyen, European Parliament President Roberta Metsola and European Council President Antonio Costa warning the trading of CSAM material online is “at industrial scale”.

The CEOs argue differences in legal frameworks makes it difficult for telecom and internet service providers to fully pull their weight in tackling the problem, making the removal of barriers to “blocking access to domains and URLs” linked with CSAM a matter of urgency.

The CEOs believe an organisation with the oversight to identify and tackle CSAM throughout the European Union is necessary. They also want interim measures to the same end while such a group is being set-up.

Equally, the executives believe any such authority must be strictly overseen and its focus kept squarely on CSAM.

They called for governments in the region not within the EU to join the efforts with their own legal frameworks.

“Children need protection now, not in several years’ time.”

“The scale of abuse demands decisive action, so Europe must show global leadership.”

Unacceptable
Della Valle, Heydemann, Fasmer and Kirkby pointed to Internet Watch Foundation statistics indicating 62% of “confirmed CSAM web pages” were hosted in the EU in 2024.

A cyber tipline operated by the National Centre for Missing and Exploited Children “receives tens of millions of reports” involving children mostly aged between seven-and ten-years old.

“Girls are disproportionately targeted”, the executives noted.

They branded it “simply unacceptable” for CSAM to remain accessible due to delays in removing it at the source.

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IOH makes 1GW Indonesian AI data centre play

Indosat Ooredoo Hutchison brought in the big guns of its parent, Nokia and Nvidia to help it develop fresh infrastructure to meet the demand for AI computing in Southeast Asia and beyond, with an initial 1GW target.

The Indonesian operator’s Zankore by Indosat play is to employ Nvidia’s DSX AI Factory reference design as part of an ambitious plan to establish the nation as a regional compute hub.

It aims to provide the first 200MW of capacity in H1 2027, running an Nvidia GB300 NVL72 rack. Information from the chip company indicates the set up uses 72 of its Blackwell Ultra GPUs and 36 Arm-architected CPUs to provide additional reasoning capabilities.

Zankore by Indosat is also employing the Nvidia DSX MaxLPS technology suite, which the chip player separately explained provides ways to “maximise token performance per MW within a fixed power budget”.

Put more plainly, the suite is designed to offer the lowest-possible token cost by optimising power use across the line of GPUs to unlock fuelling which might otherwise be stuck in less useful areas.

The operator’s parent Ooredoo Group is the lead investor and platform sponsor, an arrangement noted to bring access to long-term capital and regional scale.

Nokia is providing AI-native network infrastructure.

Zankore by Indosat appointed ex-Ericsson and T-Mobile US executive Ulf Ewaldsson as CEO, along with establishing a board comprising representatives from principal shareholders and independent members.

Meutya Hafid, the Indonesian Minister of Communication and Digital Affairs, said the nation is advantageously placed to provide AI compute capacity throughout Southeast Asia and the Zankore by Indosat move would speed development of sovereign capabilities to the benefit of “businesses and society”.

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Rakuten adds Anthropic to business AI mix

Rakuten Mobile expanded the capabilities of its corporate generative AI service by incorporating Anthropic’s Claude model.

The Japanese operator is employing the model to boost the research and data analysis capabilities of Rakuten AI for Business, a shift it stated would help companies to make decisions.

Research capabilities cover collection and organisation of external information, a function Rakuten expects to help companies conduct market research, assess their competition and plan strategy.

The data analysis element involves assessing internal data to highlight trends and present the information in a comprehensible format. Rakuten expects the facility to help staff “without specialised data science backgrounds” with decision-making.

It explained the greater decision-making capability could hold benefits for departments including sales, planning and administration.

Anthropic’s model adds to existing OpenAI ChatGPT-5 functions available on Rakuten AI for Business covering meeting summaries, creating emails and project planning.

Rakuten emphasised its AI service is secure, with safeguards in place to prevent the technology accessing data without permission.

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MTN deposits digital economy knowledge with IMF

Senior MTN Group executives promoted the potential pan-African economic benefits of digitalisation during a meeting with the International Monetary Fund (IMF), moves they inevitably argued are boosted by the operator’s broad footprint.

MTN president and CEO Ralph Mupita (pictured, third from right) emphasised the importance of the operator group’s scale and global clout during the meeting with IMF first deputy MD Dan Katz (pictured, centre) and various of their staff.

The conflab formed part of broader talks Katz is holding with South African authorities and private sector players.

Mupita said wide-reaching collaborations can speed “Africa’s digital transformation” and Katz’ visit is an “opportunity to engage constructively with the IMF leadership”.

The executive explained “the discussion centred on the macroeconomic outlook across our key markets of South Africa, Nigeria and Ghana”.

“In particular, we discussed the power of the digital economy to drive sustainable growth across the continent.”

MTN highlighted it is working to boost digitalisation through its Ambition 2030 programme, which includes goals of broadening consumer and business access to connectivity, expanding fintech services, and extending the reach of fibre and availability of AI data centres.

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Optus, Nokia detail upper 6GHz test outcomes

Australian operator Optus joined a growing upper 6GHz movement, completing tests with Nokia it stated could be fundamental in an eventual transition to 6G.

A trial involving a robot dog is one of the items the pair researched. Optus explained the work validated the ability to automate mobile signal measurement, which it stated would have uses in designing indoor 6G networks.

Less showy but equally necessary were tests of advanced antenna technology and use of wider spectrum bandwidths. Optus and Nokia used current 5G infrastructure, but the operator expects the results to offer insights for indoor and outdoor 6G.

Optus stated the pair also explored ways 6G technologies could be localised for Australian demands, with an eye on the requirements of AI services, automation and future digital services.

The capability of upper 6GHz was proven through tests on Optus’ 5G network, with peak download data rates of 3.5Gb/s provided to a smartphone using a MediaTek modem in a set-up employing compatible Nokia massive MIMO antennas.

Optus CTO Sri Amirthalingam said the data rates show “the significant opportunity” upper 6GHz can deliver “for future networks”.

He said the capabilities trialled are set to be important elements in AI-native networks and the digital services these would unlock.

Momentum around upper 6GHz is building and GSMA experts believe it is now ready for real-world use because a designation as a key band means operators can begin planning investments.

Nations are jostling for a leading position in the band’s development and regulators are beginning to explore how best to employ it.

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Hisdesat picks team for next secure satellite build

Airbus Defence and Space won prime contractor status for the development of the next SpainSat NG bird, a secure communications satellite for mission-critical government and defence uses.

Thales Alenia Space separately detailed its selection as a co-contractor for the SpainSat NG-III project, explaining 10 Spanish companies are also on board to provide various technologies.

The contracts were awarded by Spanish satellite operator Hisdesat and the latest bird rounds out the SpainSat NG geosynchronous Earth orbit constellation, which already provides coverage of two-thirds of the planet.

Each company explained current SpainSat NG satellites play a key role in European security and defence, with the European Union, NATO and numerous allied governments employing them.

Airbus Defence and Space’s prime position means it is responsible for design, integration and testing of the satellite. It suggested the work would be an evolution of previous SpainSat NG birds, a fact Thales Alenia Space elaborated on by explaining the latest item would add “several improvements” to the existing model.

The project is to be handled at Airbus Defence and Space facilities in Spain. It explained the satellite would use X-band receivers and transmitters which “provide the capability of 16 traditional antennas” and can rejig coverage “up to 1,000-times per second while detecting and mitigating electronic interference”.

Thales Alenia Space is to provide UHF and military Ka-band payloads.

Airbus Defence and Space stated the SpainSat NG-III would be resilient to “high-altitude nuclear events and electromagnetic pulses”.

Development is expected to take 48-months and the satellite is scheduled to launch in Q3 2030 before coming online early in 2031.

Thales Alenia Space asserted the development keeps Hisdesat at the forefront of domestic and allied defence capabilities, along with delivering a boost for the Spanish space industry.

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Docomo picks Ericsson RAN baseband

Japan continued to be lucrative territory for Ericsson, with NTT Docomo picking the vendor to provide RAN baseband platform spanning all generations of its mobile infrastructure.

Ericsson stated what it calls RAN Compute equipment works across 4G, and normal and advanced iterations of 5G. It explained the platform can be foundational in creation of AI-native networks.

The vendor noted the platform expands capacity by up to two times over its previous-generation of equipment. Energy use is “less than half”, elements Ericsson pitched as helping to reduce costs in centralised RAN set-ups.

Ericsson noted the work with Docomo adds to the rollout of Massive MIMO equipment with the operator in December 2025.

Over the course of 2026, it has added contracts with SoftBank Corp and KDDI, among other moves in Japan.

Docomo GM of RAN design department Masafumi Masuda said Ericsson is enhancing the “processing capacity” of the operator’s network, an upgrade needed to “improve communication quality while meeting” rising “traffic demand”.

Yukiko Sato, board director and head of the NTT Group customer unit at Ericsson Japan, said the RAN baseband platform would also “enhance environmental sustainability and reduce operating costs”.

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Ericsson scoops 5G rail deal down under

Ericsson signalled its selection as the digital radio system (DRS) supplier for a multi-billion-dollar rail and public transport project in Australia, a win which puts its 5G systems on track to play a key role in a future Olympic Games.

The work involves rail engineering company UGL Transport and mission-critical communications provider Frequentis and covers the first of three stages of The Wave, a massive infrastructure upgrade to public transport services on the Sunshine Coast in preparation for the Olympic and Paralympic games scheduled to take place in Brisbane in 2032.

Stage one involves improvements to the track and infrastructure between the towns of Beerwah and Caloundra in which the national and regional governments are investing a total of AUD5 billion ($3.5 billion).

Ericsson stated the DRS would enable the updated rail network to employ the standardised European Train Control System signalling and control set-up.

Ludvig Landgren, head of Ericsson Australia and New Zealand, said the company’s 5G systems would “underpin” the region’s transport upgrade plans, delivering “safer operations” and “digital train control”.

Ericsson expects its infrastructure to enable the launch of Future Railway Mobile Communications System capabilities in the future, replacing current rail-oriented iterations of GSM connectivity.

The regional Queensland government expects work on the first stage of The Wave to commence early in 2027.

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Boldyn doctors 5G for Italian hospitals

Boldyn Networks equipped a pair of Italian hospitals with the connectivity needed to unlock a host of digital health services, overcoming 5G penetration issues by installing equipment inside the facilities.

The neutral host network player stated DAS installations leave the Policlinico Tor Vergata in Rome and San Carlo Borromeo Hospital in Milan set to handle services including telemedicine, remote consultations and patient monitoring.

Boldyn Networks’ 5G DAS deployment is also set to be used for hospital management, bringing IoT, augmented and virtual reality into the mix to improve back-office operations and clinical training.

CEO Antonino Ruggiero said the 5G installations are “another tangible example” of Boldyn Networks’ potential contribution to digital transformation in Italy. He explained the deployments “demonstrate the strategic importance” of the nation to the company’s “global growth strategy”.

Ruggiero argued healthcare is a sector ripe for some of the greatest benefits of innovative connectivity, citing potential advantages for patients and professionals alike.

Boldyn Networks emphasised the 5G DAS set-ups open doors for telecom service providers to offer innovative indoor services.

It made mention of working on projects in other Italian cities and industries, part of a mission to grow 5G connectivity in the nation.

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Bell brassed-off after copper theft rise

Bell Canada highlighted a growing problem with unauthorised removal of legacy equipment, reporting copper theft rose almost 80% year-on-year in H1 2026.

The operator stated the problem is most acute in the provinces of Ontario and New Brunswick but highlighted the dangers copper theft presents in any area due to the impact on critical communication services.

EVP and CTO Mark McDonald said tackling the problem requires “coordinated action” by operators, government, police and recycling companies.

He wants criminals to be held to account and highlighted stolen copper can result in “service outages that can endanger public safety, particularly by disrupting access to emergency services”.

Bell recorded 993 cases of copper theft or vandalism, up 78% year-on-year. It is fighting back by installing alarms to alert local police, upping surveillance and taking legal action against thieves.

It noted some pay-off, with arrests up 32% and brace of recent “favourable” court decisions.

Bell argued there is little monetary value in scrap copper, but emphasised the potentially big societal cost.

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One NZ reveals next key AI trust field

One NZ advised businesses to rethink their approach to responsible AI after research showed consumers are growing worried about the environmental impact of companies’ use of the technology.

Research by the operator involving 1,001 New Zealanders found 45% have concerns over the sustainability of business use of AI, making it a key factor alongside transparency and privacy in overall trust ratings.

Head of corporate affairs and sustainability Nicky Preston said One NZ’s findings “highlight a shift” in attitudes.

“The conversation around AI has largely focused on productivity and innovation to date. But this research shows New Zealanders are starting to consider a broader question”.

Preston noted trust “has always been fundamental to technology adoption” and said sustainability is now part of the “equation”.

One NZ’s research found those worried about environmental impacts believe businesses should prioritise using renewable energy alongside cutting power consumption.

Consumers also want companies to be transparent about the environmental impacts, explain their reasons for employing AI and be open to independent audits.

“Customers and employees increasingly want evidence that organisations are managing AI responsibly through governance, infrastructure choices, supplier decisions and thoughtful deployment,” Preston explained.

The research highlighted consumption of electricity and water as key environmental concerns. Other factors include electronic waste and carbon emissions.

One NZ highlighted more traditional concerns about AI continue to rank highly: it noted respondents are worried about the technology taking jobs away from people, personal data being employed without consent and a lack of human oversight.

Preston said the findings indicate the businesses likely to be the most successful in using AI would be those which show they are “thinking carefully” about social and environmental impacts.

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