Core Insights - HPE has announced a strategic collaboration with 2degrees to develop a private AI platform aimed at enhancing AI-driven innovation and modernizing 2degrees' technology environment [1][2][4] Group 1: Collaboration and Technology - The partnership focuses on creating a purpose-built private AI platform using HPE Private Cloud AI, which will enable 2degrees to deliver more agile and scalable solutions while ensuring data sovereignty [1][2][4] - The new AI platform will allow 2degrees to dynamically allocate resources across various AI use cases, optimizing network operations and reducing internal development cycles [2][3] Group 2: Benefits and Applications - The collaboration is expected to improve network performance, making it more resilient and predictable, while also enabling faster development and release of new products and features [3][5] - Initial AI use cases include autonomous network operations, predictive maintenance, and AI-powered capacity planning, which will enhance the overall customer experience [5][6] Group 3: Commitment to Data Sovereignty - 2degrees emphasizes its commitment to data sovereignty, ensuring that customer and operational data remain under New Zealand jurisdiction, which is increasingly important amid complex global data regulations [4][6] - The partnership with HPE is seen as a benchmark for how New Zealand organizations can responsibly utilize AI while maintaining control over their data [4][6]

Core Insights - The article discusses the limitations of traditional Retrieval-Augmented Generation (RAG) systems in supporting long-term memory and continuous learning for AI agents, highlighting the need for a more structured memory framework [2][10][43] - A new memory framework called TeleMem, developed by the China Telecom Artificial Intelligence Research Institute, is introduced, which utilizes a Directed Acyclic Graph (DAG) to enhance memory organization and support sustainable learning [3][11][43] Limitations of Traditional RAG - Traditional RAG systems face structural bottlenecks in long-term memory management and continuous learning capabilities [2] - They struggle with expressing temporal sequences, causal relationships, and state evolution, leading to issues like memory drift and knowledge forgetting as historical data scales [5][10] - The fragmented memory structure limits the agent's learning ability and behavioral stability, especially in long-term interactions [3][8] TeleMem Framework - TeleMem redefines memory organization by structuring historical memories into a DAG, allowing for cumulative, retrievable, and evolvable memory [3][11] - Each node in the DAG represents a stable memory state, while edges denote explicit semantic and causal dependencies, ensuring a coherent learning trajectory [12][13] - The framework supports a dual-layer update mechanism for representation and indexing, allowing for efficient memory management and retrieval [20][21] Performance and Results - In tests on the ZH-40 benchmark, TeleMem achieved an accuracy of 86.33%, improving by approximately 38 percentage points over the RAG baseline [38] - The system significantly reduces inference costs and latency, enabling support for thousands of dialogue rounds without being limited by the model's context window [41][42] Future Trends - The development of TeleMem signifies a shift in agent capabilities from mere retrieval systems to structured memory and continuous learning mechanisms [43][44] - Future intelligent agents will require traceable cognitive evolution paths, sustainable long-term memory, and explainable context retrieval to enhance their learning and decision-making processes [46][47]

Core Insights - VEON Ltd. has launched a new Network Operations Center (NOC) for Beeline Uzbekistan in Tashkent, enhancing its digital infrastructure and customer service capabilities [1][3] - The company also introduced BuildX, a new software development and AI company aimed at contributing to Uzbekistan's digital economy [1][5] Group 1: Network Operations Center (NOC) - The NOC will oversee more than 5,850 base stations and ensure connectivity for 7.7 million customers as of September 2025 [3] - It operates as a proactive monitoring center, detecting outages in real time and enabling rapid repairs [3] - The Beeline Uzbekistan network was recognized as the most consistent network in Uzbekistan according to independent analysis by Opensignal [3] Group 2: Security Operations Center (SOC) - Beeline Uzbekistan has established a dedicated Security Operations Center (SOC) to monitor and respond to cybersecurity threats [4] - The SOC collaborates with IT and development teams to maintain a secure digital environment for customers and partners [4] Group 3: BuildX Initiative - BuildX will focus on developing scalable, export-ready technology solutions, enhancing Uzbekistan's position as a technology hub in Central Asia [5] - The company plans to recruit and train local engineers and data scientists, contributing to the development of national talent in advanced digital skills [7] - BuildX will collaborate with universities, startups, and technology partners to foster innovation and strengthen the local tech ecosystem [7] Group 4: Government Support and Vision - The Minister of Digital Technologies of Uzbekistan emphasized the country's ambition to become a regional technology hub, supported by robust policies for digital transformation [6] - VEON's initiatives, including the NOC and BuildX, align with Uzbekistan's vision for a digital future and economic growth [6][7] Group 5: Company Overview - VEON operates across five countries, providing connectivity to nearly 150 million users and digital services to over 140 million users [8] - Beeline Uzbekistan serves 7.7 million customers with mobile connectivity and has a total of 7.9 million monthly active users across its digital services [8]

Group 1 - Nokia Corporation is planning to establish a Global Capability Centre (GCC) and additional research centres in Karnataka, with discussions held during the World Economic Forum summit in Davos [6] - The Karnataka government has assured full support for Nokia's future expansion plans, which include operations in Tier-2 cities [2][6] - The state government is committed to supporting the World Economic Forum's 'Yes-BLR UpLink' initiative aimed at sustainable urban development, providing financial assistance and mentorship to start-ups [3][6] Group 2 - Discussions were held with Cloudflare regarding its participation in the 'KWIN City' project and future expansion opportunities in Karnataka [4][6] - Cloudflare's Global Strategy Head praised Karnataka as one of the best destinations for attracting cutting-edge technologies [4][6]

Core Viewpoint - Analysts forecast AT&T (T) will report quarterly earnings of $0.47 per share, reflecting a year-over-year decline of 13%, with revenues expected to reach $32.73 billion, an increase of 1.3% compared to the previous year [1]. Earnings Estimates - The consensus EPS estimate for the quarter has not changed in the past 30 days, indicating that analysts have not revised their initial projections [2]. - Changes in earnings estimates are crucial for predicting investor reactions, as empirical research shows a strong correlation between earnings estimate revisions and short-term stock performance [3]. Revenue Projections - Analysts predict 'Revenues- Communications- Business Wireline' will reach $4.22 billion, a year-over-year decline of 7.1% [5]. - 'Revenues- Communications- Consumer Wireline' is expected to be $3.65 billion, showing a year-over-year increase of 5.4% [5]. - The consensus estimate for 'Revenues- Corporate and Other' is -$34.76 million, indicating a significant decline of 130.2% from the prior-year quarter [5]. - 'Revenues- Communications- Mobility' is projected to be $23.75 billion, reflecting a year-over-year increase of 2.7% [6]. Key Metrics - 'Consumer Wireline - Broadband Connections - Fiber Broadband Connections' is expected to reach 10.41 million, up from 9.33 million in the same quarter last year [6]. - 'Consumer Wireline - Fiber Broadband Net Additions' is estimated at 284.24 thousand, down from 307.00 thousand year-over-year [7]. - 'Consumer Wireline - Broadband Connections - Non Fiber Broadband Connections' is projected at 4.24 million, compared to 4.66 million last year [7]. - 'Consumer Wireline - Broadband Net Additions' is expected to be 151.01 thousand, up from 123.00 thousand year-over-year [8]. - 'Mobility Subscribers - Postpaid phone' is forecasted at 74.24 million, an increase from 72.75 million year-over-year [8]. - 'Mobility Net Additions - Postpaid Phone' is expected to be 439.25 thousand, down from 482.00 thousand in the same quarter last year [9]. - 'Consumer Wireline - Broadband Connections - Broadband' is projected to reach 14.65 million, compared to 13.99 million last year [9]. - 'Mobility - Total Mobility Net Additions' is estimated at 1.02 million, down from 1.81 million in the same quarter last year [10]. Stock Performance - AT&T shares have declined by 4.4% over the past month, contrasting with a 0.6% increase in the Zacks S&P 500 composite, indicating expected underperformance in the near future [11].

Jersey stitches together hockey history from every province and territory to celebrate Our GameTORONTO, Jan. 23, 2026 (GLOBE NEWSWIRE) -- Rogers today proudly unveiled The Great Canadian Jersey, a symbol of national unity and the latest instalment of Rogers This Is Our Game campaign. Handcrafted by former OHL player turned fashion designer Cameron Lizotte, the patchwork design brings together pieces of hockey jerseys sourced from every province and territory in Canada to represent all facets of the sport a ...

Group 1: Ericsson Performance - Telefonaktiebolaget LM Ericsson reported fourth-quarter earnings of 27 cents per share, exceeding the analyst consensus estimate of 23 cents per share [1] - The company achieved quarterly sales of $7.367 billion, surpassing the analyst consensus estimate of $7.030 billion [1] - Following the earnings report, Ericsson shares increased by 7.1% to $10.26 in pre-market trading [1] Group 2: Other Stocks in Pre-Market Trading - Ryvyl Inc saw a significant gain of 96%, reaching $10.27, after receiving confirmation from Nasdaq regarding compliance with minimum bid price requirements [5] - Movano Inc rose by 75.6% to $12.24 following a long-term GPU lease agreement announcement [5] - Direct Digital Holdings Inc increased by 45.9% to $3.37 after a previous 30% rise [5] - Blue Gold Ltd experienced a 37.8% increase to $5.87 after a 104% jump on Thursday [5] - Revelation Biosciences Inc gained 31.1% to $1.12 after reaching an agreement with the FDA for its drug candidate [5] - Life360 raised its FY2025 sales guidance, resulting in a 23% increase to $67.43 [5] Group 3: Declining Stocks - Aptera Motors Corp fell by 21.2% to $1.90 in pre-market trading [5] - Intel Corp shares dipped 13.1% to $47.19 despite reporting better-than-expected fourth-quarter results, due to a weak outlook [5] - American Rebel Holdings Inc declined 12.6% to $0.38 after announcing a reverse stock split [5]

Company Developments - Ericsson announced a 15 billion Swedish krona ($1.7 billion) buyback scheme and reported adjusted earnings before interest and taxes of 12.26 billion krona for Q4 2025, exceeding the forecast of 10.09 billion krona [6] - Ubisoft's shares fell by as much as 34% following a major restructuring and the cancellation of six games, with an expected operating loss of around 1 billion euros ($1.17 billion) for the financial year ending 2026, attributed to a 650 million euro write-down [8] Industry Insights - The mission critical and enterprise markets, where Ericsson is well positioned, are expected to grow, prompting plans to increase investments in defense during 2026 while optimizing cost bases to support margins and cash flow generation [7]

Core Insights - Calix, Inc. announced that Zentro, a leading managed service provider, is accelerating deployments of its SmartMDU solution across major urban markets [1] Group 1: Company Developments - Zentro specializes in multi-dwelling units (MDUs) and is utilizing Calix's award-winning SmartMDU solution [1] - SmartMDU provides secure and reliable property-wide managed Wi-Fi for multifamily communities [1] Group 2: Market Impact - The deployment of SmartMDU helps Zentro personalize resident experiences and increase efficiency for property management [1]

Summary of the Conference Call on South Korea's AI Infrastructure Opportunity Industry Overview - The focus is on the emerging AI infrastructure opportunity in South Korea, particularly the construction of AI data centers supported by favorable government policies [1][3]. - The report highlights significant market opportunities as the first wave of AI data centers begins construction [1]. Key Companies Mentioned - **Samsung SDS**: Identified as a key player in AI infrastructure with ongoing AI data center projects [4]. - **HD Hyundai Electric**: Another preferred stock pick due to its involvement in the AI infrastructure build-out [1][5]. - **SK Telecom**: Actively involved in AI data center projects and partnerships with global AI companies [4][12]. Core Insights and Arguments - **Demand for AI Services**: The proliferation of AI-powered services is driving strong demand for GPU-based data centers in Korea, necessitating upgrades to supporting infrastructure [2][11]. - **Government Support**: The Lee administration is promoting data center construction through tax incentives and policy support, aiming to position Korea as an "Asia AI hub" [3][21]. - **Rural Development**: The government is focusing on economic growth in rural areas by decentralizing power and promoting AI data center build-outs outside the Seoul metropolitan area [24][26]. - **Investment in Infrastructure**: The government plans to invest W100 trillion in AI infrastructure, including the development of an "AI Superhighway" to support next-generation AI [22][21]. Data Center Developments - Multiple AI-specific data center announcements have been made, with significant projects underway, including those by SK Telecom and Samsung SDS [12][14]. - The National AI Computing Center project, led by Samsung SDS, aims to house 15,000 GPUs and is backed by government funding [23]. Supporting Infrastructure - Companies involved in power generation and grid modernization, such as KEPCO, LG ES, and Doosan Enerbility, are expected to benefit from the demand for energy storage systems and grid upgrades [5][13]. - The upcoming Energy Highway project aims to enhance the national grid's capacity to support rising power demand from AI data centers [30][34]. Economic and Environmental Impact - The energy highway is expected to facilitate the transfer of up to 20 GW of renewable energy to major demand centers, improving grid reliability and supporting Korea's carbon neutrality goals by 2050 [73][80]. - The project is anticipated to create jobs and economic opportunities in rural areas, helping to decentralize economic activity from Seoul [79]. Conclusion - The combination of government support, increasing demand for AI services, and the development of robust infrastructure positions South Korea as a potential leader in AI technology and data center operations [1][21].