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StereoLabs unveils ZED SDK 5 with Terra AI, revolutionizing vision-based sensing

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Stereolabs, the global leader in vision AI technology, today introduces ZED SDK 5, powered by Terra AI, its most advanced vision model to date. This release redefines AI perception with 5× faster sensing performance, up to 300% load reduction on Jetson, and unmatched depth quality—even in challenging conditions. Terra AI is simply the world’s most accurate, fastest and lightweight vision-based sensing AI available today for various robotic applications such as AMRs, delivery robots, robotic lawn mowers, robotic arms, agricultural vehicles, and wide industrial applications like warehouse and factory automation, as well as stationary digital twin applications.

SAN FRANCISCO, March 19, 2025 /PRNewswire-PRWeb/ — Stereolabs, the global leader in vision AI technology, today introduces ZED SDK 5, powered by Terra AI, its most advanced vision model to date. This release redefines AI perception with 5× faster sensing performance, up to 300% load reduction on Jetson, and unmatched depth quality—even in challenging conditions.

“With up to 5× the performance of the previous generation, Terra AI and ZED SDK 5 are setting a new standard for vision-based sensing technologies.” – Cecile Schmollgruber, Stereolabs’ CEO and founder

Terra AI is simply the world’s most accurate, fastest and lightweight vision-based sensing AI available today for various robotic applications such as AMRs, delivery robots, robotic lawn mowers, robotic arms, agricultural vehicles, and wide industrial applications like warehouse and factory automation, as well as stationary digital twin applications.

Powered by Terra AI: Superhuman Vision Foundation Model

At Stereolabs, we have believed in the power of human vision since day one. We pioneered 3D computer vision 10 years ago, and we are doing it again today. Over the past five years, we have been developing a new, efficient architecture for AI vision perception, codenamed “Terra”, and today, we are proud to unveil ZED SDK 5, powered by Terra AI—a unified foundation model that represents a breakthrough in spatial perception.

Terra AI is a multi-task vision model that can estimate depth, semantic, objects, occupancy in real-time on embedded GPU and NPUs. Terra AI operates at high resolution, producing 2-megapixel depth maps in 30 milliseconds on an NVIDIA Jetson Orin Nano 8GB.

Terra AI dramatically outperforms all prior work in depth estimation performance and robustness, delivering up to 5× lower latency and achieving superior accuracy than state-of-the-art networks, especially in challenging industrial environments such as low-light, reflective warehouses and factories, or fog and rain in outdoor farms.

This next-gen perception model further solidifies Stereolab’s position as a leader in vision AI solutions for off-road and industrial robotics, enabling surround perception for any application through a broad portfolio of cameras, ECUs, and software.

ZED SDK 5: A Leap in Vision AI Perception

ZED SDK 5 is powered by Terra, a lighter foundation model specifically optimized for depth estimation tasks. This release also introduces Magellan™, our third-generation vision-based localization technology, enabling precise positioning both indoors and outdoors with centimeter-level accuracy.

Up to 5× faster depth estimation – Next-gen AI sensing delivers significantly faster depth computation while reducing Jetson compute load by up to 300%, enabling real-time 360° multi-camera operation on constrained platforms like Orin Nano.Up to 2MP high-definition depth maps: Terra generates high-resolution 2MP depth maps with unmatched sharpness and fine detail, achieving a level of scene understanding and spatial awareness way beyond what competitive sensors or LiDAR can provide.Expanded close-range perception – Depth sensing with ZED SDK 5 has a minimum detection distance of 0.1 meters, which ensures there are no blind spots in close-range perception and ensures the application’s ability to operate safely in different scenarios.Reliable performance in low light and challenging environments – Terra delivers high-quality perception even in low-light or challenging conditions with texture-less surfaces, repetitive patterns and high-exposure scenes. These improvements set a new benchmark in passive vision-based perception, unlocking the general use of cameras in any environment.Intelligent weather perception – The new ZED SDK 5 introduces intelligent perception capabilities, enabling robots to assess real-time depth confidence and adapt their operation accordingly. Terra technology has been trained to see through rain and fog, allowing robots to detect and recognize objects in adverse weather conditions. This market-leading 3D camera technology significantly expands robot usability across diverse weather scenarios.Next-generation “Magellan” vision-based localization – The latest Magellan™ localization technology combines vision, inertial, and optionally GNSS data to provide centimeter-level positioning accuracy. This fusion significantly enhances precision, smoothness, and reliability in a wide range of indoor and outdoor environments.Improved large-scale 3D mapping – The new SDK enables precise 3D SLAM mapping indoors and outdoors, accurately reconstructing environments such as roads, farms, warehouses, and ports.Ultra-low latency – Optimized capture pipeline reduces latency below 60ms (3 frames), ensuring real-time responsiveness for robotics, automation, and industrial applications.Physics-based simulation ready with Isaac Sim integration using ZED sensor extension, ensuring a smooth transition from virtual testing to real-world deployment.

Unlocking Scalable AI for Robotics and Automation

The new ZED SDK 5 is designed to transform robotics and machine automation. With tens of thousands of industrial businesses actively integrating ZED cameras and its SDK worldwide, we are set to democratize camera-based vision perception even further. Paired with our new ZED Box Mini and Autonomy Kits, OEMs and developers can now build the next generation of intelligent machines, leveraging cameras as a high-performance, cost-effective, and scalable alternative to LiDAR and traditional active sensors.

“Terra AI provides a quantum leap in vision sensing performance for roboticists and developers, paving the way for automation applications that were previously impossible. With up to 5× the performance of the previous generation, Terra AI and ZED SDK 5 are setting a new standard for the industry.” said Cecile Schmollgruber, Stereolabs’ CEO and founder.

The future of AI vision starts here

ZED SDK 5 is more than just an upgrade—it’s a game-changing advancement in AI-powered perception. By combining breakthrough efficiency, enhanced AI depth sensing, and seamless multi-camera support, Stereolabs is empowering developers and enterprises to build the next generation of intelligent machines—at a fraction of the cost of LiDAR or other sensors.

ZED SDK 5.0 with Terra AI is available today. Visit stereolabs.com/developers to learn more and start building the future of AI vision.

To learn more about Stereolabs and its vision-based perception technology, visit stereolabs.com.

About Stereolabs

Stereolabs is the leading provider of 3D depth and motion sensing solutions based on stereo vision and artificial intelligence. From robots to drones and cars, Stereolabs empowers machines with the ability to see and understand. We enable developers across multiple industries to create truly intelligent machines and applications that improve our daily lives.

Media Contact: typhaine.hely@stereolabs.com

Media Contact

Typhaine HELY, Stereolabs, 1 (415)596-6045, typhaine.hely@stereolabs.com, https://www.stereolabs.com 

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WuXi Biologics Receives Double Honors at 2026 HERA for ESG Reporting and Environmental Excellence

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HONG KONG, Nov. 3, 2026 /PRNewswire/ — WuXi Biologics (2269.HK), a leading global Contract Research, Development and Manufacturing Organization (CRDMO), today announced it received two Grand Awards at the ninth Hong Kong ESG Reporting Awards (HERA), winning Best ESG Report (Large-Cap) and Excellence in Environmental Positive Impact.

HERA celebrates excellence in sustainability reporting and ESG practices, with award categories spanning ESG governance, environmental and social impact, carbon neutrality, and workplace well-being. The program is independently judged by a panel drawn from academia, finance, sustainability advisory and regulatory backgrounds, promoting transparency, accountability and stakeholder trust.

Selected from 120 entries, WuXi Biologics was the only pharmaceutical company to receive a Grand Award this year. Its two honors recognize WuXi Biologics’ continual efforts to advance transparent, high-quality ESG disclosure and deliver measurable environmental progress across its global operations.

Dr. Chris Chen, CEO of WuXi Biologics and Chairman of its ESG Committee, commented, “We are delighted to receive two HERA awards, which reflect our ongoing conviction that transparent ESG disclosure and strong environmental performance are integral to business resilience and long-term success. WuXi Biologics will continue to advance our ESG governance and Green CRDMO strategy, working with global partners to drive sustainable development across the value chain.”

Through its Green CRDMO solutions, the Company continues to embed sustainability principles throughout its biologics research, development, manufacturing, and operations. In 2025, WuXi Biologics’ near-term, long-term and net-zero greenhouse gas emissions reduction targets were validated by the Science Based Targets initiative (SBTi), covering Scope 1, 2 and 3 emissions and aligned with a 1.5°C pathway. Another honor WuXi Biologics recently received was being named to the 2026 Forbes China ESG 50 list for achievements in sustainable development, Green CRDMO solutions, and ESG digital innovation.

About WuXi Biologics

WuXi Biologics (stock code: 2269.HK) is a leading global Contract Research, Development and Manufacturing Organization (CRDMO) offering end-to-end solutions that enable partners to discover, develop and manufacture biologics – from concept to commercialization – for the benefit of patients worldwide*.

With over 14,000 employees in China, the United States, Ireland, Germany, and Singapore, including experts and scientists in biologics R&D and manufacturing, technology innovation, and operational excellence, WuXi Biologics leverages its technologies and expertise to deliver efficient, cost-effective, and scalable biologics solutions tailored to meet clients’ needs. By embedding digital capability and infrastructure across the full biopharmaceutical value chain, the company turns data, computation, and prediction into transparent client experience, faster development, intelligent operations, and more efficient manufacturing. As of June 30, 2026, WuXi Biologics is supporting 1064 integrated client projects, including 78 in Phase III and 28 in commercial manufacturing, with complex modalities representing more than half of the entire project portfolio.

WuXi Biologics regards sustainability as the cornerstone of long-term business growth. The company continuously drives technology innovations to offer advanced end-to-end Green CRDMO solutions for its global partners while demonstrating exemplary Environmental, Social and Governance (ESG) practices. Committed to creating shared value, it collaborates with all stakeholders to foster positive social and environmental impacts, and promote responsible practices that empower the entire value chain.

For more information about WuXi Biologics, please visit: www.wuxibiologics.com.

*The winner of the “2026 Biologics CDMO of the Year” (Large CDMOs) (Life Science Connect / Outsourced Pharma)

*The winner of the “2026 Best Contract Development & Manufacturing Organization Award” (ABEA)

Contacts

ESG
esg@wuxibiologics.com

Media
PR@wuxibiologics.com

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Only 54% of Consumers Trust That Black Friday Discounts Are Lower Than Normal as Promotion Fatigue Grows

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BCG’s Annual Black Friday Survey Finds 1 in 5 Consumers Actively Distrust Advertised Discounts22% Plan to Spend Less or Skip Year-End Sales EventsRetailer Reputation and Transparent Pricing Rank Among the Highest Factors for Building Consumer Trust; Influencer Recommendations Rank LastUse of Social Media as a Shopping Inspiration Source Falls 9 Points to 46%, While AI Rises Across All Surveyed Countries

BOSTON, Nov. 4, 2026 /PRNewswire/ — Only 54% of consumers trust that advertised Black Friday prices are genuinely lower than usual, and one in five actively distrust them, according to a new survey from Boston Consulting Group (BCG).

Promotion fatigue is also growing, with 22% of consumers planning to spend less or skip year-end sales events because they believe discounts are available all the time.

Despite growing skepticism around promotions, consumers haven’t raised the bar for what constitutes a good deal. The expected minimum discount for a good deal eased to about 30% (versus 32% in 2025).

These are among the findings of BCG’s sixth annual Black Friday Consumer Study, based on a survey of 10,220 consumers across ten countries. The report, titled For Year-End Sales Events, Trust Is the New Currency, examines shopping expectations and behaviors ahead of Singles’ Day, Black Friday, and Cyber Monday.

“Shoppers no longer take Black Friday discounts at face value. Nearly half are unconvinced that prices are actually lower,” said Nate Shenck, a BCG managing director and senior partner, and coauthor of the report. “Retailers can’t discount their way past that. The question this season is how to earn shoppers’ trust.”

Credibility and Proof Build Trust, Persuasion Does Not

BCG determined the factors that build consumer trust using a net trust score (calculated as the share of consumers who say a factor increases their trust in a deal, minus the share who say it decreases it):

Retailer reputation and money-back guarantees ranked highest, each with a net trust score of 65%Verified purchase reviews also ranked among the top trust builders (59%), followed by clear comparisons between regular and discounted prices (58%)At the bottom of the ranking, real-time scarcity messages scored just 8%, AI-generated review summaries 4%, and influencer recommendations only 3%

AI Is Displacing Social Media as an Inspiration Channel

Social media as an inspiration source for consumers declined nine percentage points to 46%, falling in every market surveyed, whereas AI as an inspiration source increased across all ten markets.

Planned AI usage reached 56% of shoppers this year, up eight points from 2025. Around 86% of users find it helpful, and 78% say it raises their likelihood of completing a purchase.

Consumers trust AI most for comparing prices across retailers (39%) and comparing product features (37%). Transactional tasks, such as filling in checkout details, are still developing as a common use case.

“Shoppers facing promotion fatigue are turning to AI to do the work of finding and comparing deals. AI is already beginning to replace influencers as a go-to source for inspiration,” said Jessica Distler, a BCG managing director and partner, and coauthor of the report. “That means retailers need to think as carefully about how their offers are found and verified as they do about the discounts themselves.”

Download the report here:
https://www.bcg.com/publications/2026/trust-matters-year-end-sales-events

Media Contact:
Kendall Kosten
kosten.kendall@bcg.com 

About Boston Consulting Group
Boston Consulting Group bridges the gap between ambition and outcomes for the world’s leading companies and organizations. We are built for this era of unprecedented change — bringing strategic clarity rooted in over 60 years of deep domain knowledge, combined with applied AI shaped by our practitioners. BCG works shoulder-to-shoulder with CEOs across industries and geographies to deliver transformative impact at scale: stronger returns, transferred capabilities, and change that sticks. For more information, visit bcg.com.

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Most Robots Still Aren’t Insured. YAS and Robolist Are Changing That.

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YAS and Robolist.ai partner to bring a free Risk Score and a path to insurance to robotics companies, giving firms, investors, and buyers a safer, more transparent foundation for an industry entering mass production

HONG KONG, Nov. 4, 2026 /PRNewswire/ — Artificial intelligence’s next phase is getting a body. Humanoid robot shipments are up sharply in 2026, with global shipments reaching roughly 30,000 units in the first half of the year alone, nearly 300% higher than a year earlier. But humanoids are only the headline category. Robolist.ai (“Robolist”), an independent market intelligence layer for robotics used by investors worldwide, tracks more than 4,200 robots from over 1,300 manufacturers across categories including industrial arms, warehouse AMRs, cobots, commercial cleaning, delivery, hospitality, and home robots, and growth is accelerating across nearly all of them.

Across every one of those categories, most of what is shipping today carries no insurance. YAS, a data risk intelligence platform that helps insurers underwrite EV, robotaxi, and now robotics risk, today announced a strategic partnership with Robolist to close that gap — starting with a free Risk Score for the companies Robolist already ranks, and a path to coverage for those who want one.

Putting safety first, for an industry still finding its footing

Robotics is moving from pilots to mass production, and that shift changes who is exposed and what’s at stake. YAS and Robolist both see the same underlying problem: an industry growing faster than the risk infrastructure built to support it. Pairing YAS’s risk intelligence with Robolist’s independent market data gives the industry one more layer of transparency, a shared, safety-first foundation that the companies believe is necessary for robotics to grow into a trusted, durable category rather than a fast-moving one with uneven guardrails.

What it means for robotics firms

Every manufacturer listed on Robolist is already independently ranked. Starting with this partnership, any of them can also request a free Risk Score, built with YAS, covering their systems across whichever category they operate in, not just humanoid. A strong, transparent risk profile is becoming a competitive advantage in its own right, a signal to enterprise buyers and partners that a company takes safety seriously. There is no cost to check it and no obligation attached.

What it means for investors

Robolist’s independent data has always given investors a clear picture of what a company has actually raised and shipped. Adding YAS’s Risk Score introduces a second, forward-looking signal: a working estimate of operational risk exposure, sitting alongside funding and deployment evidence. Together, the two offer a more complete basis for diligence, and support the kind of informed, patient capital that helps the category grow in a healthy, sustainable way rather than on hype alone.

What it means for buyers

Enterprises deciding whether to deploy a robot fleet have historically had almost no independent way to compare risk across vendors. The Risk Score gives buyers a transparent reference point alongside Robolist’s existing rankings, and a direct route to insurance for the deployments they choose to move forward with, so adoption decisions can be made with more confidence and less guesswork.

Status

The partnership is in its exploratory phase under a signed Memorandum of Understanding, beginning with Hong Kong, with other markets under consideration as it develops. The Risk Score is an indicative analytical tool, not a safety certification or a guarantee of coverage; insurance, where available, is issued by licensed carriers.

Quotes

“Robotics is scaling faster than the risk infrastructure around it. You can’t insure what you can’t measure — so we start by measuring. A free Risk Score, built on live operating data, gives every robotics company a transparent read on their exposure and, when they want it, a path to coverage. That’s how a fast-moving category becomes a durable one.”— Andy Ann, Founder, YAS

“We built Robolist as an independent market intelligence layer for robotics. Partnering with YAS deepens that layer. There’s a lot of natural overlap between what we do. Robotics insurance is a long-term project that benefits everyone in the industry, and it matters more now that the category is moving into mass production. Part of that is simply caring about what happens to the people and businesses actually using these machines.” — Matthew Cheung, Co-founder, Robolist.ai

About YAS

YAS is a Hong Kong-based risk intelligence platform for the machine economy, turning live operating data from vehicles, fleets, and robots into real-time risk scores used by licensed insurers to underwrite fairer, faster coverage. YAS works with insurance carrier partners across robotics and humanoids, EV and commercial fleets, with autonomous vehicles next.

About Robolist.ai

Robolist.ai is an independent market intelligence layer for robotics, used by investors to track what manufacturers actually raise, ship, and deploy. Robolist tracks more than 4,200 robots from over 1,300 manufacturers across categories from humanoids and industrial arms to cleaning, delivery, and home robots.

Learn more

Manufacturers can claim their profile and request a free Risk Score, and investors and buyers can explore the data, at robolist.ai. To learn more about YAS’s risk intelligence platform, visit yas.io.

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