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Head:China makes collaborative efforts in healing people with mental disorders with AI

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BEIJING, Nov. 20, 2024 /PRNewswire/ — After a long day at work, Ni Beiyue sits in front of his computer at home, eagerly immersing himself in the world of creating short videos with AI (artificial intelligence) tools. For nearly three hours, he brainstorms video content, generates mental images using AI, and makes the necessary revisions. It is late in the night when he finally uploads the finished video to an online platform, but Ni Beiyue feels quite happy and fulfilled.

It’s hard to imagine that just a few months ago, the 45-year-old was a patient struggling with severe depression. With the help of AI tools, Ni Beiyue gradually channeled his heavy sadness into video creation, and eventually freed himself from hospitalization and medication – a miracle in the eyes of his doctor.

Mental health is a topic that the Chinese government and society have long cared about, and an important factor related to people’s well-being. With the rapid development of AI technology in China, various AI companies, hospitals, regional governments, and social organizations are creatively applying AI to improve mental health and treat psychological disorders.

From using AI algorithms and large models for assessment, monitoring, and rehabilitation training, to employing AI-generated tech – which includes AI-generated image, music, and video creation – for supportive psychological healing, these initiatives have, to some extent, shown promising results, the Global Times learned. They showcase the warmth of human compassion shining through the rapid advancements in China’s AI technology.
“I am grateful to have encountered AI during my darkest days,” Ni Beiyue told the Global Times. “It saved me.”

An outlet and bridge of emotion

In early 2023, Ni Beiyue was introduced to AI generative tools through a friend’s recommendation, at a time when his mental health was poor.

Ni Beiyue works in the transportation system in Wenzhou, East China’s Zhejiang Province. He recalled that due to immense work pressure and other factors, he was diagnosed with severe depression and spent six months in the hospital, taking medication with no improvement.

To help Ni Beiyue overcome his struggles with depression, his friend Ni Kaomeng, a seasoned generative AI enthusiast, shared some text-to-video tools with him. Ni Beiyue was quickly captivated.

“I graduated from an art school, and my passion for artistic creation has never faded, although my job is unrelated to that,” said Ni Beiyue. He said that the first time he used these AI tools, he felt his previous state of emptiness and confusion dissipate. “I seemed to see a glimmer of hope, as I could finally pick up art again.”

Despite having little knowledge of this new field, Ni Beiyue’s background in art, and the low entry barrier of generative AI tools, allowed him to quickly master the creation of AI videos. His creative enthusiasm then surged. Over the next four months, Ni Beiyue created and uploaded more than 120 self-made short AI videos, many of which featured lighthearted themes like cute animals. These videos garnered him a total of 30 million views, along with unprecedented confidence and joy.

AI video creation serves as an excellent outlet for Ni Beiyue’s negative emotions. He said that thanks to AI, now he has largely recovered, no longer needing medication for his depression. “Even my doctor was amazed,” he added.

Ni Kaomeng was pleased with his friend’s improvement in mental health. As the initiator of the China AIGC (AI-generated content) Industrial Alliance, a nationwide civil group of China’s AIGC industry insiders, Ni Beiyue’s experience has also inspired him to explore using AI tools to assist other groups facing psychological issues. He believes that AI tools can serve as an outlet for individuals with depression like Ni Beiyue to express their emotions, and can also act as a new bridge for patients with other mental health conditions – such as autism – to further connect with the world.

Ni Kaomeng said that in 2024, the alliance organized two public benefit activities related to children with autism, in collaboration with charitable groups. During these events, the artwork created by some autistic children was re-created and enriched using AI tools. The alliance also created an AI music video from their artwork, attracting tens of millions of views online.

“In my understanding, children with autism may have a lot to say internally, but find it difficult to express themselves through conventional means like language,” Ni Kaomeng told the Global Times. “The low entry barrier of generative AI tools can help them present their inner thoughts and bridge the gap with the world.” He said that the alliance members plan to hold more activities to support children with autism, including attempts to teach them how to create music using AI.

“If language limits some autistic children’s expression, then we will use AI tools to break through that limitation,” he noted.

In September, Ni Kaomeng’s alliance held an online exhibition focused on supporting children with autism. In about two months, it gathered 537 pieces of themed drawings, many of which were also reinterpreted with AI tools. The artworks from these “children from the stars” became even more interesting and imaginative under the interpretation of AI.

“The combination of my child’s drawings with AI has turned his dreams into reality,” said the parent of a participating child with autism surnamed Ma. “He felt an immense joy.”

More objective, quantifiable
There are over 10 million individuals with autism in China, with a conservative estimate of around 2 million children aged 0-14, according to the fifth report on the Development of Autism Education and Rehabilitation Industry in China released in April 2024. “Autism is the leading mental disability among children in our country,” Feng Rui, director of the Chengdu Frontier Brain AI Innovation Center in Southwest China’s Sichuan Province, told the media in April.

Diagnosing autism in young children has been challenging. Due to their age, very young children often struggle to express themselves fully and cannot undergo assessments effectively, making it difficult to distinguish autism from other developmental disorders, said Lü Zhuhai, a chief neurosurgeon at Nanjing Brain Hospital in East China’s Jiangsu Province. Similarly, the diagnosis of adolescent mental health issues such as ADHD and depression may not be sufficient if it relies solely on the work of psychiatrists, as it lacks objective and quantifiable assessments, Lü added.

“In clinical practice, we often encounter parents of children with depression asking if their child can stop medication. However, the criteria for determining whether a child’s depression has improved are usually quite vague, such as when a doctor asks the patient, ‘Do you feel better?'” Lü told the Global Times. “We need more objective data to assess whether the situation has improved.”

Interested in the potential of AI technology for diagnosing and rehabilitating mental health issues, Lü and his team have developed their own algorithm platform and database in recent years. They collected and analyzed various characteristic signals of mental disorders, such as neural networks, hormone levels, and brain waves, to assist in diagnosing children’s mental health issues.

At Feng’s innovation center, AI technology is also bringing about positive developments. For instance, a research team at the center has reportedly established an early diagnosis and identification system for children with Autism Spectrum Disorder (ASD) based on AI technologies, such as deep learning, transfer learning, and manifold learning. This system fills a gap in the Chinese domestic field, “achieving a diagnostic accuracy rate of 91.67 percent,” said Sichuan-based Fengmian News in April. 

Lü said that most of these AI devices and technologies have not yet been applied at the hospital level, but this is a promising start. “In the future, we will collaborate with special education schools, rehabilitation institutions, and research institutes, to ensure that AI technology benefits more people with mental health issues, especially children and teenagers,” he told the Global Times.

Government support

In July, the Chinese government released the “Implementation Plan for the Care and Promotion of Autistic Children (2024-2028),” which outlines a five-year initiative to improve the care service mechanisms and systems for children with autism. Notably, the plan includes the integration of 29 medical rehabilitation projects for children with autism into the national health insurance system, aimed at alleviating the medical and rehabilitation burdens on involved families.

Ni Kaomeng expressed his enthusiasm for this plan, saying that it signifies a commitment from the government and society to allocate more resources to support children with autism. Ni Kaomeng, who is also the deputy head of the Wenzhou Federation of Social Science, shared that the federation regularly organizes activities to care for children with autism and other mental health issues.

On a broader scale, the State Council of China in 2022 issued a plan to improve policies on national health during the 14th Five-Year Plan period (2021-2025), which places greater emphasis on mental health. The plan stated the goal of slowing the rising trend of mental health disorders and effectively controlling severe mental illnesses and occupational diseases by 2025. 
With national support, AI has significant potential in the detection and intervention of mental health issues, said Ni Kaomeng. He envisioned several possible applications of AI technology in this field, such as “AI psychologists” based on large language models, and an “AI network manager” that can monitor the depressive and suicidal tendencies of underage users through their posts.

“In the future, the government will encourage AI companies and institutions to participate more actively in serving patients with mental health issues, through ways such as policy subsidies and service purchases,” he said. “It will be a ‘two-way effort.'”

https://www.globaltimes.cn/page/202411/1323398.shtml

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SOURCE Global Times

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Trimble Links SketchUp with Anthropic’s Claude, Bringing New Conversational AI-powered Capabilities to 3D Modeling

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Trusted, intuitive AI enhances design workflows, making it easier to move from creative concepts to 3D models

WESTMINSTER, Colo., April 28, 2026 /PRNewswire/ — Trimble (Nasdaq: TRMB) today announced a specialized integration with Claude, the large language model and AI assistant from Anthropic, that makes it easier for Trimble® SketchUp® software users to create 3D models directly from conversational text or speech prompts.

The powerful new capabilities are enabled by a SketchUp Connector model context protocol (MCP) service that allows Claude to interact directly with SketchUp (.skp) files. The connectivity enhances existing design workflows and expands access to 3D modeling for people at any skill level.

Trimble SketchUp is a professional-grade 3D modeling software used widely in architecture, design, construction and other fields. This is the first Connector created by Trimble that connects the SketchUp design environment with other tools via the MCP framework.

Conversational 3D modeling
The SketchUp Connector integration with Claude lets users create 3D geometry, such as building massing models, landscapes or furniture by simply describing what they want. Plain-language inputs alongside reference images, sketches, photos, floor plans and dimensions that users upload can give Claude the context needed to understand the design goal. Claude builds the geometry in a cloud SketchUp session, verifying dimensions iteratively.

“The learning curve and time it takes for professionals to transfer a vision to a digital model has traditionally been the biggest barrier to 3D modeling,” said Chris Cronin, vice president and general manager of architecture and design solutions at Trimble. “Natural language prompts and the power of AI make it easy for anyone to get started and excel, including inexperienced and non-traditional 3D design users, bringing us closer to our ‘3D for everyone’ goal.”

The specialized Claude integration for SketchUp is consistent with Trimble-wide initiatives to democratize advanced technology and make them available and accessible to a wider range of users, according to Cronin.

Additional 3D modeling advantages
In addition to allowing natural language prompts, the SketchUp Claude Connector tracks version history within a single chat, enabling users to rapidly navigate, troubleshoot and refine their 3D models. If a design is not quite accurate, users can describe necessary changes or paste screenshots from SketchUp directly into the chat to point out specific angles, proportions or elements that need adjustment.

When a model is completed, the Connector creates a 2D preview thumbnail and provides a direct download link to the .skp file. Users can instantly download, open and edit the file in any SketchUp modeler.

Users can also design and train Claude on core skills and unique workflows to complete repetitive tasks more quickly and efficiently.

Availability
Users can get started today by enabling Trimble SketchUp in Claude’s MCP directory connector settings. Accessing the Connector requires a Claude account and a Trimble ID for authentication. Users receive a free SketchUp entitlement that allows them to save up to 30 SketchUp models; after that, a paid entitlement is required. Resulting files can be opened in SketchUp for Web, Desktop, iPad or iPhone.

About Trimble
Trimble is a global technology company that connects the physical and digital worlds, transforming the ways work gets done. With relentless innovation in precise positioning, modeling and data analytics, Trimble enables essential industries including construction, geospatial and transportation. Whether it’s helping customers build and maintain infrastructure, design and construct buildings, optimize global supply chains or map the world, Trimble is at the forefront, driving productivity and progress. For more information about Trimble (Nasdaq: TRMB), visit: www.trimble.com.

FTRMB

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SOURCE Trimble

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Topaz Labs announces its largest single release of AI models in company history with “Next-Gen” launch

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DALLAS, April 28, 2026 /PRNewswire/ — Topaz Labs, the AI image and video enhancement company, has announced four new image enhancement models and two video enhancement models across five applications. The collection of “Next-Gen” models offer powerful sharpening, denoising, and upscaling results to visual content. Image models included are Wonder 3, Denoise Max, Super Focus 3, and High Fidelity 3. For video, Starlight Precise 2.5 and Astra 2 were announced.

The collection of models offers powerful sharpening, denoising, and upscaling results to visual content.

“This is both the largest and most technically advanced set of models we’ve released in the company’s history,” says Eric Yang, CEO, Topaz Labs. “We launched Topaz NeuroStream earlier this year with the goal of enabling local rendering of complex models for more users. Without such technology, the complex, heavyweight AI models in today’s release would have been limited to cloud-only rendering, forcing users to pay per use and be reliant on internet connection. We believe local use is crucial to the future of AI in both professional and consumer use cases, and today’s release is a huge step.” 

Topaz NeuroStream is proprietary technology that reduces VRAM usage by up to 95% and allows exponentially more users on consumer-grade hardware to use AI models locally. A total of six Topaz models are now powered by NeuroStream.

Next-Gen Release Image Models 

Wonder 3: A magical, one-click sharpen, upscale, and denoise model for images.
Denoise Max: New standard for removing noise and grain in images.
Super Focus 3: Next-level sharpening model that brings subjects back from the blur.
High Fidelity 3: The newest model for upscaling high-res inputs like smartphone photos and RAW images.

All image models in this release are available in Topaz Photo desktop application and via API. Wonder 3 and Denoise Max are also available in Express, a web-based tool.

Next-Gen Release Video Models

Starlight Precise 2.5 (Local): Groundbreaking video model that brings out natural visual details with stunning results, with local availability in Topaz Video

Astra 2: The next generation of creative video upscaling that enhances clarity, richness, and visual complexity of videos by adding new detail.

Both highlighted video models are available via cloud rendering in Astra and API. Starlight Precise 2.5 (Local) can be found in the Topaz Video desktop application.

About Topaz Labs
Founded in 2005, Topaz Labs is a leader in AI-powered image and video enhancement. Its technology is used by 1.5 million customers, including 20 of the world’s top 50 companies. Known for industry-leading products like Topaz Photo, Topaz Video, Topaz Gigapixel, Astra and Bloom, the company continues to invest heavily in research and development, advancing the frontiers of imaging technology in collaboration with academic and industry partners.

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SOURCE Topaz Labs

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Dreame Technology Launches the L60 Series, Led by the Flagship L60 Pro Ultra

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New lineup brings industry-leading intelligence and full-home automation to a new generation of robot vacuums

SAN FRANCISCO, April 28, 2026 /PRNewswire/ — Dreame Technology, a leader in smart home innovation, today announced the L60 Series, a new lineup of four robot vacuums engineered for the full range of modern home environments. Built on a shared foundation of premium cleaning performance, intelligent navigation, and hands-free automation, the L60 Series is designed to meet the needs of every kind of household, from compact apartments to multi-story homes, and from single-surface layouts to complex mixed-flooring environments.

“The L60 Series represents exactly what Dreame stands for: powerful, intelligent cleaning that adapts to how people actually live,” said Ana Wang, CEO of Dreame Technology North America. “Whether you have a multi-story home, pets, mixed flooring, or low furniture, there’s an L60 built for your needs. Every model in the lineup delivers the core cleaning experience our customers expect from Dreame.”

Meet the L60 Series

The L60 Series is built around four distinct models, each tailored to a different home profile and cleaning priority:

L60 Pro Ultra — The Ultimate All-in-One. The flagship vacuum is purpose-built for large floor plans, multi-surface transitions, and complex terrain. Features the 3.46-inch ProLeap™ System, 35,000Pa Vormax™ Suction, Dual Omni-Scrub Mopping with Hot Water, and an industry-leading 6,400mAh PowerCore™ Battery.L60 Ultra — Precision Whole-Home Coverage. A balanced high-performer built around Dreame’s latest 2026 sensor technology and a 3.23in (82mm) ultra-thin design for precise navigation in low-light spaces and flawless cleaning under low-profile furniture. Includes AI-Enhanced 3D ToF Vision, 35,000Pa Vormax™ Suction, HyperStream™ Detangling DuoBrush 2.0, SmartDirt™ Detection, Pet-Friendly Care 5.0, and Matter, Apple Watch, and Home Screen Shortcut support.L60 Ultra PE (Performance Edition) — The Intelligent Step-Up. An upgraded everyday performer for homes that need an extra boost on hair pickup, with 30,000Pa Vormax™ Suction, the HyperStream™ Detangling DuoBrush, 3DAdapt™ Obstacle Avoidance, and Smart Pathfinder Technology with 220 object type recognition.L60 Ultra FE (Fine Edition) — The Essential Automated Choice. An entry-level powerhouse delivering the core promise of maintenance-free floor care, with 30,000Pa Vormax™ Suction, TriCut Brush 3.0, Dual Flex Arm Technology, and the full PowerDock™ automation experience.

A Shared Foundation of Premium Performance

Every model in the L60 Series shares a core set of capabilities that set a new baseline for modern robot vacuums, including:

212°F (100°C) ThermoHub™ Mop Self-Cleaning for hygienically clean mop pads after every cycle30,000–35,000Pa Vormax™ Suction across the lineup for powerful pickup on every surfaceDual Flex Arm Technology for adaptive side-brush and mop coverage in corners and along edgesMop Lifting for seamless transitions between hard floors and carpetAutomatic Solution Dispensing for consistent cleaning chemistry without manual refillsThe 8-in-1 PowerDock™ base station, which handles auto-empty, mop washing, hot-air drying, and solution management for truly hands-free operation

L60 Pro Ultra: The Flagship Experience, Redefined for Complex Homes

Leading the lineup is the L60 Pro Ultra, featuring select top-tier specifications optimized for large-scale layouts and complex terrains. It pairs the series’ most capable hardware with Dreame’s most advanced intelligence to deliver a seamless, one-stop cleaning experience that effortlessly tackles stubborn stains across expansive and complex home layouts.

At the heart of the Pro Ultra’s navigation advantage is the 3.46-inch ProLeap™ System, the lineup’s most capable obstacle-crossing system, paired with VersaLift Navigation for cleaning under low-clearance furniture. It is equipped with dual-laser 3D structured light, an AI RGB camera, and LED illumination, enabling it to recognize over 280 types of obstacles — for precise, real-time avoidance in any lighting condition.

The Pro Ultra delivers 35,000Pa Vormax™ Suction alongside the HyperStream™ Detangling DuoBrush, together extracting embedded debris, pet hair, and fine particles from every floor type without tangles or jams. Its Dual Omni-Scrub Mopping with Hot Water system pairs rotating mop pads with a Thermal Mop Pad and ThermoHub™ 212°F (100°C) Mop Self-Cleaning, while the AceClean™ DryBoard minimizes residue — eliminating grease, bacteria, and moisture that cold-water systems simply can’t address. An industry-leading 6,400mAh PowerCore™ Battery provides whole-home coverage on a single charge.

The Pro Ultra’s OmniDirt™ Detection Technology identifies high-soil areas and automatically triggers Mop Rewashing and Floor Remopping for a truly thorough result. Pet-Friendly Care 4.0 adds pet-aware detection and navigation, while Upgraded Intelligent Carpet Cleaning optimizes suction and mop behavior for mixed-flooring homes. Direct Voice Control and app control round out the experience for effortless day-to-day use.

Pricing and Availability

The Dreame L60 Series is available now through the Dreame website and Amazon (L60 Pro Ultra, L60 Ultra, L60 Ultra PE, L60 Ultra FE), with launch-offer pricing through the official website. Customers who purchase on dreametech.com receive a free accessory kit with their order.

L60 Pro Ultra — MSRP $1,399.99 | Launch Offer $1,259.99L60 Ultra — MSRP $1,299.99 | Launch Offer $1,169.99L60 Ultra PE — MSRP $1,099.99 | Launch Offer $879.99L60 Ultra FE — MSRP $999.99 | Launch Offer $749.99

For more information about the L60 Series, visit dreametech.com/pages/l60-series-robot-vacuum.

About Dreame Technology

Established in 2017, Dreame Technology is an innovative consumer product company focused on smart home cleaning appliances with the vision to empower lives through technology. Follow us on Facebook, Instagram, TikTok and Twitter. For more information, please visit https://www.dreametech.com/.

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