Ai2 Releases Molmo 2 Multimodal Model Trained on Less Data

The Allen Institute for AI has released Molmo 2, an open multimodal model designed to deliver stronger video and image understanding with significantly less training data. The model targets robotics, automation, and real-world perception tasks.

By RB Team Published: Updated:

Allen Institute for AI has released Molmo 2, a new open multimodal model focused on precise spatial and temporal understanding across video, images, and multi-image inputs. The 8B-parameter model reportedly outperforms Ai2’s earlier 72B Molmo system on accuracy, video tracking, and pixel-level grounding, while also surpassing several proprietary models on emerging video reasoning tasks.

Molmo 2 was trained using a combination of synthetic and real-world data, relying on roughly 9 million videos – far fewer than comparable large-scale perception models. The system supports frame-level grounding, multi-object tracking, dense video captioning, and anomaly detection, enabling it to identify where events occur, when they happen, and how objects persist across complex scenes.

The release highlights growing interest in data-efficient multimodal models for robotics and automation. By publishing open weights, datasets, and evaluation tools, Ai2 is positioning Molmo 2 as a transparent foundation for building real-world systems that depend on reliable visual understanding rather than closed, proprietary pipelines.

Artificial Intelligence (AI), News, Robots & Robotics

AGIBOT Showcases Humanoid Robots Ahead of Thailand Market Entry

AGIBOT has accelerated its planned Thailand expansion with a multi-day humanoid robotics showcase focused on Smart Tourism and digital transformation. The engagement highlighted deployment-ready systems for hospitality and public services.

By Laura Bennett Published: Updated:

AGIBOT has conducted a multi-day strategic program in Bangkok as it prepares for formal entry into the Thai market later in 2026. The initiative included demonstrations of deployment-ready humanoid robots for government stakeholders, tourism authorities, and enterprise representatives, aligning with Thailand’s Smart Tourism and broader digital transformation agenda.

During meetings with the Tourism Authority of Thailand, AGIBOT presented applications such as multilingual visitor assistance, real-time guidance, and interactive engagement in hospitality and transportation hubs. The robots also appeared at public events and broadcast programs, demonstrating bilingual communication and stable mobility in live, high-traffic environments.

The showcase underscores AGIBOT’s strategy of expanding through government-aligned smart infrastructure initiatives. As tourism-driven economies modernize service delivery, humanoid robots are increasingly positioned as front-line digital interfaces capable of augmenting staff while collecting operational data for long-term ecosystem integration.

News, Robots & Robotics

UniX AI Launches Panther Series Embodied AI Robots

UniX AI has introduced its Panther series embodied AI robots featuring 8-DOF dual arms and an omnidirectional chassis. The platform targets complex real-world service and commercial applications.

By Daniel Krauss Published: Updated:

UniX AI has unveiled its Panther series, a next-generation embodied AI robot platform designed for complex service and commercial environments. The system features dual 8-degree-of-freedom bionic arms, adaptive intelligent grippers, and a four-wheel omnidirectional chassis that enables lateral movement, in-place rotation, and precise positioning in confined spaces.

The Panther platform integrates an 80-centimeter vertical lift range and a 48V power system to support stable high-speed motion and torque-intensive actions. Demonstrations showcased capabilities including coordinated kitchen tasks, liquid pouring with predictive flow modeling, fine manipulation such as card handling and embroidery, and dynamic pose-based grasp adjustments. These functions are powered by UniX AI’s Trinity architecture, combining imitation learning, visuotactile fusion, and long-horizon task planning.

UniX AI is initially targeting high-value commercial scenarios such as elderly care and hospitality, where semi-structured environments demand adaptable manipulation and mobility. The launch reflects continued efforts in embodied AI to couple hardware iteration with algorithmic generalization for scalable real-world deployment.

News, Robots & Robotics

ROBOROAD Secures Seed Funding to Develop AI Road Maintenance Robots

ROBOROAD has secured seed funding and government R&D support to develop AI-powered robots for autonomous road maintenance. The startup aims to modernize pavement inspection and repair through robotics and automation.

By RB Team Published: Updated:

South Korean startup ROBOROAD has secured seed funding to advance its AI-powered robotic systems for unmanned road pavement maintenance. The round was backed by Seoul Techno Holdings, BNK Venture Investment, and BDC Accelerator. The company has also been selected for South Korea’s TIPS program, which will provide approximately $343,000 in government R&D funding over two years.

Founded in 2025, ROBOROAD is developing an integrated system that combines AI-based road inspection, autonomous repair robots, and pavement management software. The platform is designed to reduce reliance on manual labor and visual inspections by automating pothole detection and repair. A recent proof-of-concept demonstration in Gyeonggi Province showcased an autonomous robot conducting live pavement repairs.

The funding highlights growing interest in applying robotics to public infrastructure. By targeting labor-intensive and safety-critical maintenance tasks, ROBOROAD is positioning automation as a tool to lower operational costs, reduce worker exposure to traffic risks, and improve response times in urban infrastructure management.

Automation, News, Robots & Robotics

South Korean Stocks Rise as Tariff Concerns Ease and Robotics Shares Gain

South Korean equities extended gains as tariff concerns eased and early export data showed strong growth. Robotics-linked manufacturers contributed to the market’s upward momentum.

By Laura Bennett Published: Updated:

South Korean equities advanced, with the KOSPI extending its rally as investor concerns over potential U.S. tariffs moderated and export data signaled resilient external demand. Early-month figures showed exports rising 44.4% year over year, reinforcing confidence in the country’s trade-driven economy and supporting gains across industrial sectors.

Trade tensions had resurfaced after U.S. policy signals suggested possible tariff adjustments, but Seoul’s response – including plans to streamline review processes for U.S.-linked investment projects—helped stabilize sentiment. At the same time, robotics-related manufacturers saw renewed interest, reflecting continued investor focus on automation and advanced manufacturing as structural growth themes.

The combination of export strength, easing trade risk, and robotics-linked optimism underscores how technology and industrial policy remain central to South Korea’s market narrative. As global supply chains evolve, automation exposure is increasingly influencing capital flows into export-oriented economies.

Business & Markets, News, Robots & Robotics

Guadalupe to Deploy Robot Dogs for Security at 2026 FIFA World Cup

Guadalupe, Mexico, plans to deploy robotic police dogs during the 2026 FIFA World Cup to enhance stadium-area surveillance and officer safety. The units will support crowd monitoring and early incident response.

By Rachel Whitman Published: Updated:

The municipality of Guadalupe, Mexico, will deploy robotic dog units as part of its security strategy for the 2026 FIFA World Cup. The city has invested approximately 2.5 million pesos in four robots designed to operate in and around stadium zones, including the venue in Monterrey scheduled to host tournament matches.

The quadruped robots are equipped with high-resolution cameras, night-vision systems, and two-way communication tools. Officials say the machines can navigate uneven terrain, climb stairs, and enter confined or potentially dangerous environments while streaming real-time video to officers. The units are unarmed and intended for surveillance, early threat detection, and communication rather than direct enforcement.

The deployment reflects a broader trend toward robotic augmentation in public security during large-scale events. With millions of visitors expected across North America, host cities are integrating ground robots, drones, and sensor networks to enhance situational awareness and reduce risks to law enforcement personnel in high-density environments.

News, Robots & Robotics
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