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Myrtle.ai Halves Latency in Financial Machine Learning Inference Benchmark Record with VOLLO

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CAMBRIDGE, England, April 29, 2026 /PRNewswire/ — myrtle.ai, a recognized leader in accelerating machine learning inference, today announced that a stack featuring its VOLLO® product has recently been audited by STAC®, a leading benchmark authority for the finance industry.[1] The results, unveiled at the STAC Summit in London today, clearly demonstrate the latency benefits of an FPGA-based solution for ML inference in financial trading and related applications.

STAC-ML (Markets) Inference is the technology benchmark standard for solutions that may be used to run inference on real-time market data. Designed by quants and technologists from some of the world’s leading financial firms, STAC-ML Markets (Inference) reports the performance, resource efficiency, and quality of any technology stack capable of performing inference using the provided models.

VOLLO achieved latencies as low as 2 microseconds (99th percentile) while also exhibiting excellent results in throughput and efficiency. Across all three benchmark models, VOLLO inferred in lower latency (99th percentile) than all previously audited systems, halving its previous record. Such low, deterministic latency enables users to make more intelligent decisions using more complex models faster than in the past, giving them a competitive advantage in trading, risk analysis, quotes and many other trading-related activities.

With hundreds of thousands of hours of production trading under its belt, VOLLO is generating alpha for many of the world’s leading trading firms today. Those firms have developed and trained a wide range of models in standard ML tool flows before compiling them into VOLLO and then running them on their choice of FPGA-based hardware platform.

In the system under test, VOLLO ran on the standard form factor FBAP4@VP18-2L0S PCIe accelerator card from Silicom, containing an AMD Versal™ Premium series VP1802 Adaptive SoC and installed in a Supermicro AS -2015CS-TNR server. The AMD Versal Premium Series Adaptive SoC provides PCIe Gen5x8 and more than 3.3M programmable LUTs, making it well suited to low latency inference applications.

“Since VOLLO first exploited the full potential of FPGAs in this STAC benchmark in 2023, we have worked with our customers to further reduce latencies, expand the variety and size of models that VOLLO can run, and grow the range of platforms it can run on,” said Peter Baldwin, CEO of myrtle.ai.  “We’re excited to work with AMD, Silicom and Supermicro on this benchmark, to demonstrate how our combined technologies can enable ultra-low latency AI inference in quant trading.”

“The future of financial markets will be shaped by AI systems that can interpret data and act on it in near real time,” said Girish Malipeddi, director for Data Center FPGA business, AMD. “With AMD Versal™ Premium series adaptive SoCs at the foundation, myrtle.ai’s VOLLO demonstrates how advanced, low-latency inference can help unlock a new generation of intelligent trading infrastructure.”

“Supermicro continues to address a wide range of markets with our AMD systems, which were used for this STAC-ML benchmark,” said Michael McNerney, Senior Vice President Marketing and Network Security, Supermicro. “Our servers address the most challenging workloads in the financial services industry, and together with partners, we are able to deliver top-end performance with very low latencies for machine learning workloads.”

Anders Poulsen, VP Solutions at Silicom Denmark, said: “We’re pleased that myrtle.ai selected Silicom’s Artena accelerator card, based on AMD Versal Premium, for these tests. Built around one of the largest FPGAs in a PCIe form factor, Artena is an ideal platform for VOLLO. Together, VOLLO and our low-latency hardware deliver deterministic, microsecond-level inference for demanding trading workloads.”

ML developers can evaluate today how their models could perform on VOLLO, without the need for any FPGA tools or expertise. For more details go to vollo.myrtle.ai or contact myrtle.ai today at fintech@myrtle.ai.

The full benchmark results are available in the STAC Report (SUT ID MRTL260323) at http://www.STACresearch.com/MRTL260323.

About myrtle.ai

Myrtle.ai is an AI/ML software company that delivers world-class inference accelerators on FPGA-based platforms from all the leading FPGA suppliers. With broad neural network expertise, myrtle.ai has delivered accelerators for applications including fintech, wireless telecoms, LLMs, speech processing, and recommendation.

VOLLO, VOLLO Accelerator and the VOLLO logo are registered trademarks of myrtle.ai.

“STAC” and all STAC names are trademarks or registered trademarks of the Strategic Technology Analysis Center, LLC. AMD, the AMD logo, Versal, and combinations thereof are trademarks of Advanced Micro Devices, Inc. 

[1] www.STACresearch.com/MRTL260323

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DUVA Introduces DUVA ONE at IFA 2026: Personalized Sleep Earbuds That Respond in Real Time

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The Sleep System That Understands You Best.

BERLIN, Sept. 6, 2026 /PRNewswire/ — DUVA, created by Fitnexa, is introducing DUVA ONE at IFA Berlin 2026. This intelligent in-ear sleep system is designed to sense changes in the user and the bedroom, then personalize audio, noise control, and device behavior throughout the night.

Most sleep wearables explain what happened after users wake up. DUVA ONE is designed to help while the night is still happening. Its low-profile earbuds, environment-sensing charging case, and app work together to determine when and how to respond.

A user might start the night with a podcast over Bluetooth. After they fall asleep, DUVA ONE can introduce locally stored sleep audio and optimize power use. If a partner begins snoring or traffic grows louder, it can adjust ANC or add sound masking. In the morning, a private offline alarm wakes only the wearer, without requiring an active phone connection.

In-ear PPG and motion sensors estimate sleep stages and track heart rate, HRV, sleep position, and movement, while the case monitors noise, light, temperature, and humidity. The AI Agent interprets these signals alongside playback status and personal preferences to select an appropriate response. Users control sleep audio, playback duration, ANC strategy, and nighttime interventions in the DUVA App.

“Sleep does not happen in a static environment, so sleep technology should not remain static either,” said Diego, Founder of Fitnexa. “DUVA ONE is designed to respond while sleep is still happening.”

Key Highlights

Layered noise relief: Passive isolation, Hybrid ANC, and sleep audio provide noise reduction of up to 42 dB, with Transparency Mode and adaptive ANC calibration.Personalized AI sleep guidance: The AI analyzes the user’s real-time sleep state and generates personalized audio guidance to help them gradually fall asleep.Side-sleeping comfort: Each fitted earbud weighs approximately 3.3 grams and has an approximately 9.9 mm low-profile design. Two ear-tip shapes and multiple tip and stabilizing-wing sizes provide more than 40 fit configurations.All-night battery: Up to 16 hours in the most power-efficient configuration, including 13 hours of local audio with ANC off and 9.5 hours with ANC on. The USB-C and wireless charging case provides up to five additional recharges.Private offline alarm: Alarms gradually increase in volume and offer 5, 10, or 15-minute snooze options through the earbud controls.Privacy-first sensing: DUVA ONE does not record conversations, store ambient audio, or upload raw environmental audio. Users can disable individual sensors and delete historical data.

DUVA ONE is planned for release in October 2026 at a target retail price of US$349.99, with target markets including the United States, Canada, the United Kingdom, the European Union, and Australia.

Media Contact: essie@duva.com
Learn more: duva.com

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SOURCE DUVA

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China Xplained | The China Squeeze, or the China Opportunity?

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GUANGZHOU, China, Sept. 6, 2026 /PRNewswire/ — This is a news report from South: 

Is China’s manufacturing rise squeezing out or creating opportunities for other economies?

Ahead of the 2026 APEC Economic Leaders’ Meeting in China this November, journalists and experts from around the world gathered in Guangdong for the Asia-Pacific Media Forum (APMF) 2026.

The forum opened in Shenzhen on September 5, bringing together more than 400 representatives from across the Asia-Pacific region, as well as from international organizations.

Before the opening of the forum, participants travelled across Guangdong to see China’s industries and development first-hand.

In this episode of China Xplained, we look at the numbers, supply chains, investment and voices from across the developing world—to ask a bigger question: Is China squeezing out room for other economies?

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SOURCE South

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PUDU D7 Named Honoree in IFA Innovation Awards for Best in IFA Next & Emerging Technologies

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BERLIN, Sept. 6, 2026 /PRNewswire/ — Pudu Robotics, a global leader in commercial service robotics, today announced that its PUDU D7 Semi-humanoid Intelligent Robot has been named an Honoree in the Best in IFA Next & Emerging Technologies category of the IFA Innovation Awards. The recognition highlights PUDU D7’s ability to combine mobile navigation, dexterous manipulation and intelligent sensing to perform a range of tasks in real-world industrial and commercial environments.

The IFA Innovation Awards recognize outstanding innovations across the global technology landscape. Entries are evaluated by an independent international jury based on criteria including technology and functionality, innovation and originality, and the potential to create tangible value for users and the market. The recognition places PUDU D7 among emerging technologies demonstrating new possibilities for the future of robotics.

From Industrial Operations to Guest Interaction

PUDU D7 is designed for industrial, warehouse, retail and hospitality environments, where it can move through human-oriented spaces and perform tasks that require both mobility and dexterous manipulation.

In industrial and warehouse settings, D7 can handle materials, pick items from shelves, replenish inventory, transport goods between work areas and push carts. With a payload capacity of up to 20 kg (44.1 pounds) and an operating height of up to 2 meters (6.6 feet), it can work with a range of storage systems and materials.

In retail, D7 can support shelf replenishment, item handling and store organization, moving products between storage areas and shelves and helping maintain product displays.

In hotels and hospitality, PUDU D7 can take on the role of an intelligent front-desk host, welcoming guests, preparing and serving coffee, interacting with visitors and providing engaging experiences. Its semi-humanoid form and dual-arm capabilities allow it to combine practical service tasks with natural human-robot interaction, bringing a more personable and engaging presence to the guest experience.

Designed for Adaptable Performance

PUDU D7 combines a dual-arm manipulation system, tactile sensing and a 360-degree perception system to support these applications. Front- and rear-facing LiDAR and other sensors enable navigation around people and obstacles, while tactile sensing provides precise control when handling objects.

The robot also features autonomous battery swapping, allowing it to independently replace its battery and reduce downtime during extended operation.

Together, these capabilities enable D7 to support different tasks across a range of environments without being limited to a single application.

PUDU D7 Makes Its European Debut at IFA

IFA 2026 marks the first time PUDU D7 is being showcased in Europe. At the Pudu Robotics booth, visitors can experience live demonstrations highlighting the robot’s capabilities and its potential for human-robot interaction.

D7 interacts directly with visitors through demonstrations including waving, making heart gestures and picking up objects. These demonstrations showcase the robot’s ability to combine movement, manipulation and interaction in a human-oriented environment.

Advancing the Next Generation of Intelligent Robotics

The IFA Innovation Awards recognition marks another step in Pudu Robotics’ expansion from service delivery, commercial cleaning and industrial delivery into embodied intelligent robotics.

PUDU D7 is part of Pudu Robotics’ broader strategy to develop a portfolio of specialized, semi-humanoid and humanoid robots, building on its capabilities in embodied navigation, manipulation and interaction. This approach enables the company to address a broader range of applications across commercial and industrial environments.

Pudu Robotics will continue working with customers and partners worldwide to explore new applications for embodied intelligence and bring increasingly capable robots into real-world environments.

About Pudu Robotics

Pudu Robotics is a global leader in commercial service robotics and the industry’s first company to offer a full portfolio spanning specialized, semi-humanoid, and humanoid robots. According to Frost & Sullivan’s latest market report, Pudu Robotics ranks No. 1 globally in commercial service robotics by both revenue and shipment volume. Built on its One Brain, Multiple Embodiments architecture, Pudu offers robots for service delivery, commercial cleaning, industrial delivery, and general embodied AI applications across hospitality, retail, healthcare, manufacturing, education, public services, and more. To date, Pudu Robotics has shipped over 130,000 robots to customers across 85+ countries and regions.

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SOURCE Pudu Robotics

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