Las Vegas, Nevada--(Newsfile Corp. - January 9, 2026) - At the CES 2026 booth of Wuhu Token Sciences, technology company ViewX officially launched its self-developed 15.6-inch Spatial Smart Display. ViewX is an invested affiliate of Wuhu Token Sciences co., and is currently exhibiting at their booth. This glasses-free 3D display delivers natural and realistic stereoscopic visuals while offering seamless one-touch switching between 2D and 3D modes — no additional glasses or external devices required — meeti ...

Core Insights - The article discusses the launch of Depth Any Panoramas (DAP), a foundational model for panoramic depth estimation, which addresses the challenges of data scarcity and model generalization in spatial intelligence [1][19]. Data and Model Development - DAP is trained on an unprecedented scale of 2 million (2M) panoramic images, significantly surpassing previous datasets like Stanford2D3D and Matterport3D, which had only tens of thousands of images [6][7]. - The model utilizes a three-stage pseudo-labeling pipeline to refine the quality of depth estimation from unlabelled panoramic images, ultimately creating a robust training dataset [10][11]. Performance and Benchmarking - DAP has demonstrated superior performance in various benchmarks, achieving significant reductions in absolute relative error (AbsRel) and root mean square error (RMSE) across indoor and outdoor datasets [14][17]. - In zero-shot testing, DAP outperformed existing models, showcasing its strong generalization capabilities and effective depth prediction in complex environments [13][16]. Technological Innovations - The model incorporates advanced features such as a distance-adaptive range mask head, allowing it to adjust depth perception based on different application scenarios [16]. - DAP employs multi-dimensional geometric optimization techniques to ensure sharp edges and accurate geometric structures in depth maps, addressing common issues like depth holes and structural distortion [16]. Industry Implications - The introduction of DAP marks a significant milestone in panoramic depth estimation, enabling advancements in autonomous driving, robotics, and VR/AR content creation by providing a low-cost method for depth acquisition [19][20]. - The project has been made open-source, allowing broader access to its technology and fostering further innovation in the field of spatial intelligence [20].

在空间智能（Spatial Intelligence）飞速发展的今天，全景视角因其 360° 的环绕覆盖能力，成为了机器人导航、自动驾驶及虚拟现实的核心基石。然而，全景深度 估计长期面临 "数据荒" 与 "模型泛化差" 的瓶颈。 近日， 来自 Insta360 研究团队、加州大学圣地亚哥分校 (UCSD)、武汉大学以及加州大学默塞德分校的研究者 共同推出了 Depth Any Panora mas (DAP) 。这是首 个在大规模多样化数据集上训练的全景度量深度（Metric Depth）基础模型，不仅统一了室内外场景，更通过 200 万量级的数据引擎与创新的几何一致性设计，刷 新了多项 benchmark 纪录，在多种 open-world 场景下保持优异的效果。 模型对由 Gemini 或 DiT-360 等合成的全景图同样展现出了极佳的预测效果，生成的深度图边缘锐利、逻辑自洽，是空间 AIGC 链路中理想的几何基石。 除了静态 图像，DAP 在处理全景视频流时同样展现出了极佳的预测效果，具备优秀的帧间一致性与稳定性 。 论文标题：Depth Any Panoramas: A Foundation Mod ...

Core Insights - Realsee has launched Realsee3D, a dataset containing 10,000 indoor 3D scenes, aimed at supporting academic research and non-commercial purposes, potentially making it the largest spatial 3D dataset globally [1][3] - The dataset is designed to enhance research in indoor 3D perception, reconstruction, and scene understanding, addressing the existing gap in high-quality spatial data [3][6] Dataset Features - The Realsee3D dataset includes 10,000 unique indoor scenes, comprising 95,962 rooms and 299,073 viewpoints/RGB-D pairs, providing a rich resource for researchers [8] - It features panoramic RGB-D captures with complete room-level coverage and comprehensive annotations, including CAD drawings, floor plans, and semantic segmentation [8] - The dataset consists of 1,000 real-world scenes with diverse layouts and decoration styles, along with 9,000 procedurally generated scenes using over 100 designer-curated style templates [8] Research Applications - The dataset is suitable for core research directions in spatial intelligence, such as geometric reconstruction, multi-modal learning, and embodied AI, encouraging global researchers and developers to explore the future of spatial intelligence [6][7]

Core Insights - The company is rebranding to Inturai Ventures Corp to reflect its focus on the Inturai spatial intelligence platform [1] - The new ticker symbol "URAI" aligns with the company's development in defense, AI, and sensing technologies [1] - The business model is advancing in line with the commercialization of the platform and expansion into the military sector [1] Company Developments - The company has received conditional approval from the Canadian Securities Exchange for the name change [1] - The shift in focus towards Inturai technology marks a strategic pivot for the company [1]

AI Technology & Innovation - Tencent's 3D world generation model is now industry-leading, signifying a push into AI beyond language models [1] - World models represent a new frontier in AI, attracting major companies and researchers [2] - World models simulate reality, understanding depth, physics, and context from single images, unlike LLMs that describe reality [4] - World models may not require the same brute force GPU power as LLMs, applying learned rules instead of crunching probabilities [5] - Spatial intelligence, teaching machines to understand the world like humans, is a key concept behind world models [6] Market Potential & Applications - World models could open up entirely new markets and change the economics of AI [7] - Potential use cases include real estate (touring houses), interior design, digital twins, manufacturing, and autonomous driving [8][9] Competitive Landscape - Companies like Tencent, Google, Nvidia, and World Labs are actively involved in developing world models [2] - Meta's chief AI scientist is reportedly leaving to focus on world models [2] Cost & Efficiency - A basic 3D model can be generated quickly (within 5 minutes) from a single image, with options for more detailed models at a cost (e.g., $20 for more photos) [3][7][8]

Financial Data and Key Metrics Changes - The company reported a subscription revenue mix of 99%, up from 88% in the same quarter last year, indicating a strong transition towards a pure SaaS model [47] - Gross margin improved to 89%, compared to 88% in Q3 of the previous year and 86% in the previous quarter, reflecting better cloud cost management and infrastructure scaling [48] - Earnings per share improved to negative $0.13, a significant gain from negative $0.34 in the same quarter last year, signaling effective cost controls and a recurring revenue model [50] Business Line Data and Key Metrics Changes - The company experienced a modest revenue decline to $1.1 million from $1.2 million in Q2, attributed to lower hardware-related sales as part of a strategy to phase out non-core components [50] - Operating expenses decreased to $4.8 million from $5.2 million in Q2, an 8% reduction, demonstrating operational efficiency while still investing in innovation [51] Market Data and Key Metrics Changes - The company operates in over 200 cities across 50 countries, serving over a million users, indicating a broad market presence [6] - Gartner recognized the company as a representative vendor in the 2025 market guide for workplace experience applications, highlighting its growing market influence [14] Company Strategy and Development Direction - The company aims to expand within its current customer base, particularly among Fortune 500 clients, by offering additional modules that can multiply ARR potential [62] - Strategic collaborations, such as with Noro and Google Cloud, are intended to extend the company's reach into immersive and agentic experiences [62] - The company is focused on maintaining cost discipline while investing in AI leadership, balancing growth with responsibility [63] Management's Comments on Operating Environment and Future Outlook - Management noted that AI in the workplace is now a board-level imperative, with a strong push for return-to-office mandates despite employee burnout [12][17] - The company is optimistic about the future, emphasizing that it is not just riding the AI wave but architecting it, aiming to define a new category in the enterprise platform space [63][64] Other Important Information - The company launched its Sky1.0 platform, which saw major performance gains, cutting space booking time by over 50% and enhancing colleague visibility [22] - A significant deployment at 30 Rock was highlighted, with 6,000 users on day one and a focus on dining features, which were particularly well-received [28][31] Q&A Session Summary Question: Update on kiosks, customer feedback, and deployment status - The company launched a kiosk product with a client in Silicon Valley, which is performing well and is set for global deployment across 14 campuses [67][68] - Three additional clients are in pilot phases, showing genuine interest in the kiosk's real-time engagement capabilities [70] - The deployment at 30 Rock was critical, with successful launches in multiple locations, and the client is eager to expand the kiosk trials [72][73]

Core Insights - CXApp Inc. has been named a Representative Vendor in the Gartner Market Guide for Workplace Experience Applications 2025, highlighting its position in the industry [1] - The company announced a strategic collaboration with Noro aimed at transforming hybrid work through Agentic AI and immersive presence technology [1] - CXApp Inc. reported significant enterprise client expansion, including the launch of the iconic 30 Rock campus and various platform migration initiatives [1] - Financial results for Q3 2025 showed continued margin improvement, strong customer renewals, and growing industry recognition as the company expands its leadership in enterprise-scale agentic AI and spatial intelligence [1]

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Core Insights - BUTTONS has launched the world's first "BUTTONS SOLEMATE AI Agent Super Audio-Visual Robot" featuring the HALI AI agent, marking a significant advancement in intelligent luxury technology [1][2] - The introduction of SOLEMATE aims to redefine home interaction by integrating fashion and technology for improved living experiences [2] AI Agent Evolution - HALI's development began on November 14, 2024, evolving from a fashion AI agent to a "Life Collaborator" with spatial awareness and physical interaction capabilities [4] - Dr. Ling Shao outlines three stages of AI evolution: specialized AI agents, general-purpose AI agents, and super AI agents [5] - BUTTONS has achieved a breakthrough with HALI, which possesses a "Digital Brain" that enables a complete 'Perception-Reasoning-Action' capability loop in physical environments [6][7] Spatial Intelligence - HALI's spatial intelligence allows it to understand problems in terms of location, state, and reasoning, utilizing multi-sensor fusion and 3D environment modeling [9] - The agent can recognize contextual scenarios, such as preemptively warning about a cup about to be knocked over, showcasing its general intelligent traits [9] Interaction Paradigm Shift - The "Native" concept of HALI signifies a shift from being a mere tool to becoming a partner, focusing on space-centric interaction, memory, and planning [10] - HALI aims to facilitate multi-modal interaction and device collaboration, acting as a reliable "Life Collaborator" [11] Product Features - The SOLEMATE combines HALI's capabilities with physical form, featuring luxury materials, a 21.5-inch touchscreen, Hi-Fi audio, and a 4K laser projector [14] - It offers intelligent interaction with proactive learning capabilities and centimeter-precise autonomous navigation through dual-laser SLAM technology [14] Future Vision - BUTTONS envisions an ecosystem centered around HALI, integrating various smart devices to create a "Unified Brain" network [15] - The evolution of HALI into a "spatial intelligence-native executable agent" indicates a move towards genuine human-machine symbiosis, where technology seamlessly integrates into daily life [17]