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Terra AI raises $20M to Accelerate Mineral and Reservoir Exploration to Meet Global Critical Mineral and Energy Demands

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The fundraiser included a Series A investment led by Khosla Ventures and strategic investment from BHP Ventures

PALO ALTO, Calif., June 3, 2026 /CNW/ — Terra AI, the artificial intelligence platform helping solve subsurface uncertainty for mineral and energy development, today announced it raised $20 million Series A led by Khosla Ventures and strategic investment from BHP Ventures.

Terra AI’s patented technology integrates nearly every type of exploration data to generate millions of geological models, enabling teams to evaluate a comprehensive range of potential subsurface scenarios. This allows project teams to identify the best drilling and geophysical approaches to reduce key uncertainty and rigorously assess project economics earlier than ever before. By going beyond geological visualization and delivering risk-quantified decision insights, Terra AI helps explorers on virtually every important decision across their portfolio from determining which assets to acquire in a portfolio to accelerating and de-risking resource development efforts. The outcome: resource pipelines are developed faster and more efficiently to help the world meet its resource needs.

“Explorers today face increasing complexities like rising project uncertainty and immense pressure to bring new resources online faster,” said John Mern, CEO Terra AI. “This investment enables us to move to the next phase of Terra AI’s growth by scaling our generative modeling engine, accelerating enterprise-grade deployments, and advancing the subsurface inference technology the industry needs to meet critical mineral demand.”

Typically, new discoveries require an average of 17 years to advance to production. Terra AI’s platform integrates explorers’ full dataset to produce geologically realistic 3D models that map assets and uncertainty in minutes, allowing developers to make more informed decisions faster. Its geology reasoning agent works with operators to create precise and optimized exploration plans, enabling teams to develop critical assets with minimal time, cost, and environmental disruption. The same platform is now being applied to carbon storage sites where understanding subsurface uncertainty is equally critical to selecting safe, permanent storage locations.

“The world’s ability to discover and develop critical resources is fundamentally constrained by outdated, fragmented exploration,” said Rajesh Swaminathan, Partner at Khosla Ventures. “Terra AI is defining a new, AI-native exploration approach with their continuously improving 3D Earth model. We believe their technology will dramatically accelerate the development of the critical minerals the world needs, and we’re excited to help them scale this vision globally.”

Over the past year, Terra AI has demonstrated modeling capabilities on mining and reservoir projects from early exploration through production and has built strong early momentum with a growing roster of commercial customers across copper, gold, REE, and reservoir projects.

Its technology addresses the longest, most capital-intensive, and uncertain phase of subsurface resource development. Terra AI’s modeling will dramatically compress the time and capital required to define deposits and reservoirs, opening ways to assess and develop resources at higher fidelity.

“Successful exploration depends on reducing geological uncertainty and progressing opportunities efficiently,” said Laurel Buckner, VP of Ventures at BHP. “Terra AI’s technology has the potential to improve drill targeting, support faster prospect evaluation, and help explorers focus capital on the highest-value opportunities.”

The capital will accelerate deployment of Terra AI’s generative geological modeling platform across mining, enhanced geothermal, and carbon storage.

To learn more, read Terra AI’s Series A Announcement.

About Terra AI:
Terra AI solves the world’s most critical subsurface problems with cutting-edge artificial intelligence. The company’s patented platform fuses geophysics, geochemistry, and drilling data to generate probabilistic models of the underground–driving faster, more accurate, and lower-cost resource exploration. Backed by Khosla Ventures, BHP Ventures, Rio Tinto, and others, Terra AI is already being adopted in the field and creating value for priority projects with the world’s leading resource companies. Learn more at www.terraai.com.

About Khosla Ventures:
Khosla Ventures is a venture capital firm focused on investments in artificial intelligence, financial services, healthcare, consumer, enterprise, and sustainability sectors. It is known for making early capital investments in startups such as OpenAI, Instacart, Affirm, DoorDash, and Block. https://www.khoslaventures.com/

About BHP Ventures:
BHP Ventures is the in-house venture capital arm of BHP Group Limited. The fund invests in breakthrough technologies, shaping the future of BHP and the global resources industry. BHP Ventures complements the innovation already underway within BHP by enabling new partnerships and creating opportunities to strengthen the company’s portfolio and lower emissions. BHP is a global resources company that produces essential commodities the world needs, including iron ore, copper, steelmaking coal – and soon potash. With operations and projects in over 90 countries around the world, BHP is the world’s largest copper producer.

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SOURCE Terra AI, Inc

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Agile Robots Launches Agile ONE SN Humanoid at NVIDIA GTC Berlin and Pilots Humanoids with Audi

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BERLIN, Oct. 27, 2026 /PRNewswire/ — On 21 October, Agile Robots and NVIDIA launched the research humanoid Agile ONE SN at NVIDIA GTC Berlin. Agile Robots has released its new-generation Diana 7 and Diana 3 arms, both supporting the Franka Control Interface (FCI).

Agile ONE SN: humanoid reference platform

Agile ONE SN is built on the NVIDIA Isaac GR00T development platform. The 1.4-metre, 43-kilogram humanoid has dual WUJI tactile five-finger hands and 71 degrees of freedom in total, runs on NVIDIA Jetson Thor and ships with the GR00T 1.7 open VLA model. Skills developed on it can transfer to the full-size industrial Agile ONE. Availability is planned for early 2027.

Two days earlier, at the Invest in Germany Summit in Berlin, NVIDIA announced plans to invest in Agile Robots.

“Agile ONE SN gives R&D labs around the world a complete humanoid platform that is ready from day one,” said Dr. Zhaopeng Chen, founder and CEO of Agile Robots.

Application: humanoids in Audi’s logistics

Agile Robots, AUDI AG, Dassault Systèmes and NVIDIA also announced a joint project at Audi’s Ingolstadt plant. In the Audi Production Lab, mobile humanoids pick parts from containers and sequence them for final assembly, a task performed around one million times a day. The workcell is first tested in a DELMIA virtual twin accelerated by NVIDIA Omniverse libraries.

Diana 7 and Diana 3: one interface, from lab to industrial payloads

Diana 7 extends Franka Research 3 to higher payloads and reach, while Diana 3 brings the same force-control platform to entry-level research. Both share ±0.05 mm repeatability and 0.5 N relative force-control accuracy, and both support FCI, so Franka Research 3 code moves directly to Diana.

Diana 3 keeps seven degrees of freedom, joint torque sensing and compliant control for precision manipulation, lab automation and sample handling. Diana 7, shown at the 26th China International Industry Fair in Shanghai (12–16 October), offers 7 kg payload and 923 mm reach, and weighs 2 kg less than before.

About Agile Robots

Founded in Munich in 2018 by robotics researchers from the German Aerospace Center (DLR), Agile Robots provides AI-powered robotics solutions and employs more than 3,500 people worldwide. With its subsidiaries BÄR Automation, Franka Robotics, idealworks and Krause Automation, it covers all areas of AI-driven robotics.

For inquiries, please contact us via apac-sales@agile-robots.com and visit our official website at www.agile-robots.com 

CONTACT:
Agile Robots
apac-sales@agile-robots.com 

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SOURCE Agile Robots

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ECOVACS WINBOT W3 OMNI Named to TIME’s Best Inventions of 2026

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NEW YORK, Oct. 27, 2026 /CNW/ — ECOVACS ROBOTICS, a global leader in home service robotics, is honored to announce that its WINBOT W3 OMNI has been named to TIME’s Best Inventions of 2026 list[1]. This recognition underscores ECOVACS’ leadership in the robotic window cleaning, driven by relentless technological innovation, and highlights how these breakthroughs are reshaping everyday life in meaningful ways.

Acclaimed by TIME for turning the demanding task of cleaning floor-to-ceiling windows into a more effortless experience, WINBOT W3 OMNI builds on ECOVACS’ strong market position in the category, with the company shipping approximately 1.075 million robotic window cleaners in the first half of 2026 and capturing over 50%[2] of the global robotic window cleaner market in 2025. This market leadership is underpinned by ECOVACS’ pioneering role in defining and continuously advancing the robotic window cleaner category. Since introducing WINBOT, ECOVACS has continued to drive user-focused innovations that elevate cleaning performance, simplify the cleaning process, and bring greater autonomy to window care.

For more than two decades, TIME Best Inventions list recognizes groundbreaking innovations with the potential to change how we live, work, play, and think about what’s possible. Selected through a rigorous editorial process, ECOVACS WINBOT W3 OMNI earns its place on TIME’s Best Inventions of 2026 list, recognized for its originality, efficacy, ambition, and impact.

WINBOT’s recognition by TIME as one of the Best Inventions reflects more than a single product breakthrough. It is built on ECOVACS’ years of technological expertise, extensive patent portfolio and ability to leverage core technologies across robotics, sensing, algorithms and intelligent manufacturing. With more than 3,100 patents granted and over RMB 5.2 billion invested in R&D since 2018, ECOVACS has established a strong technological foundation for translating its broader robotics capabilities into innovations tailored to the unique challenges of window cleaning. This accumulated expertise enables the continuous evolution of WINBOT, helping advance the category and deliver increasingly intelligent, reliable and effective cleaning experiences.

Showcasing ECOVACS’ innovation prowess, WINBOT W3 OMNI features a revolutionary station equipped with Vortex Wash, the industry’s first contact-free wiping pad washing system that eliminates the hassle of hand-washing dirty pads. Combined with the TruEdge scrubber, which brings precise edge-to-edge cleaning with millimeter-level accuracy, WINBOT W3 OMNI delivers a more thorough, hands-off cleaning experience.

Beyond WINBOT, ECOVACS is bringing robotics to more corners of everyday life through its expanding multi-category portfolio, from indoor floor care to outdoor pool cleaning and lawn maintenance, to make daily life easier and give people more time for what matters most.

About ECOVACS ROBOTICS:

Founded in 2006, ECOVACS ROBOTICS is a global leader in home service robotics with a diverse portfolio of products encompassing robotic vacuum cleaners and robotic window cleaners. With its expansion into robotic lawn mowers, commercial cleaning robots, robotic pool cleaners and robotic pet companions, ECOVACS solidified its position as a multi-category leader in home service robotics.

Guided by the vision “Robotics for All”, ECOVACS continues to advance technology and enhance the user experience to make life smarter and more stylish for consumers worldwide. With sales subsidiaries in Germany, the United States, Japan, and Singapore, ECOVACS products reach nearly 180 major markets and serve over 38 million households globally.

A testament to this market leadership, ECOVACS ROBOTICS has ranked first in China’s robotic vacuum cleaner market by share for ten consecutive years (2015-2024).

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SOURCE ECOVACS ROBOTICS

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Compal and ARC Cloud Forge Strategic Partnership to Accelerate Large-Scale AI Infrastructure

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The MOU outlines a global strategic collaboration spanning advanced AI computing systems, high-performance GPU clusters and next-generation data center infrastructure.

SAN JOSE, Calif., Oct. 27, 2026 /PRNewswire/ — Compal Electronics, Inc. (TWSE: 2324) (“Compal”) and ARC Cloud today announced the signing of a Memorandum of Understanding (MOU) to advance their strategic collaboration in large-scale AI computing infrastructure.

Signed during the 2026 OCP Global Summit, the MOU establishes a framework for collaboration across multiple projects. As part of their broader collaboration, the companies will explore opportunities related to a data center development roadmap of up to 100 MW. The partnership also aligns with ARC Cloud’s plans for continued expansion through significant capital investments in AI infrastructure and data center development across the United States, including California, Nevada, Texas and Georgia.

The collaboration brings together Compal’s advanced AI server technologies and manufacturing expertise with ARC Cloud’s end-to-end capabilities in AI infrastructure investment and the design, deployment and operation of large-scale GPU clusters.

The partnership extends beyond AI server supply to encompass system engineering, technical validation, deployment coordination and ongoing support. By aligning advanced computing technologies with infrastructure requirements, the companies aim to accelerate the delivery of computing capacity for AI model training, fine-tuning and inference.

“AI computing is moving toward increasingly integrated, high-density systems that require closer coordination between technology manufacturers and infrastructure providers,” said Alan Chang, Vice President of Infrastructure Systems Business Group (ISBU) at Compal. “Our partnership with ARC Cloud allows us to build on our engineering strengths and explore new opportunities to support the growing NeoCloud market.”

How the Companies Will Work Together

Under the MOU, Compal will contribute its expertise in AI server manufacturing, rack-scale integration and liquid-cooling technologies. ARC Cloud will bring its capabilities in infrastructure investment, strategic technology partnerships, and the engineering and operation of high-performance GPU clusters.

The companies will work to align system configurations, production schedules and data center deployment requirements, while exploring cooperation in joint engineering, system validation and lifecycle technical support. These efforts are intended to improve deployment efficiency and operational readiness as AI computing environments grow in scale and complexity.

“AI customers need more than access to GPUs. They need computing environments that can deliver consistent performance for demanding workloads,” said William Tiah, Co-Founder of ARC Cloud. “Working with Compal allows us to bring system engineering and infrastructure planning closer together, helping us build and operate reliable GPU clusters as demand for AI computing continues to grow.”

About Compal

Founded in 1984, Compal is a leading global manufacturer of computers and smart devices and a Forbes Global 2000 company, partnering with top-tier brands worldwide. The company has expanded into cloud servers, automotive electronics, smart medical and healthcare, and advanced communication solutions. Headquartered in Taipei, Taiwan, Compal operates globally across the U.S., Taiwan, China, Vietnam, Mexico, Brazil, and Poland. Website: https://www.compal.com

About ARC Cloud

ARC Cloud (Accelerated Research Computing) is a U.S.-based, full-stack NeoCloud company specializing in the investment, development and operation of large-scale AI computing infrastructure. With end-to-end capabilities spanning data center development, GPU cluster design and deployment, infrastructure orchestration and operations, and cloud-based AI services, ARC Cloud provides dedicated GPU compute, managed infrastructure, model deployment and production inference for AI developers, enterprises and cloud service providers. Website: https://arccloudai.com

Forward-Looking Statements

The MOU establishes a framework for cooperation and does not constitute a binding investment or purchase commitment. The potential 100 MW data center development roadmap referenced in this announcement is exploratory and does not represent a confirmed project, capacity commitment, purchase commitment or revenue forecast. Specific projects, capacity, commercial terms and timelines remain subject to further agreements and applicable conditions. Actual outcomes may differ from current expectations.

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SOURCE Compal Electronics, Inc.

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