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IEEE calls for papers on autonomous optimization in networked AI

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The IEEE Signal Processing Society is inviting submissions for a forthcoming special issue of the IEEE Journal of Selected Topics in Signal Processing (JSTSP), focusing on what it describes as a growing field: Autonomous and Evolutive Optimization in Networked AI.

According to the call for papers, the topic “represents a transformative paradigm for Signal Processing and Artificial Intelligence (AI) communities”, combining traditional signal processing techniques with modern deep learning approaches.

The organizers say the approach integrates “traditional knowledge-based adaptive signal processing techniques and data-centric deep-neural network models”, enabling systems to “dynamically acquire high-quality data in the continuous inferences of networked AI models”. [Read more…] about IEEE calls for papers on autonomous optimization in networked AI

Why Knowledge Retention is Becoming a Bottleneck in Robotics Engineering

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Robotics engineering is moving at a speed that feels almost impossible to track. If you’re working in this field, you know the feeling of waking up to a new paper or a software update that fundamentally changes how you approach a problem.

We’re currently living through a period of rapid innovation where the sheer volume of information is outpacing our ability to actually keep it in our heads. It’s creating a silent crisis.

We often talk about hardware limitations or computing power, but we rarely talk about the human bottleneck: knowledge retention. [Read more…] about Why Knowledge Retention is Becoming a Bottleneck in Robotics Engineering

Hai Robotics opens EMEA Innovation Center in the Netherlands

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Hai Robotics has officially opened its EMEA Innovation Center in Hoofddorp, marking a further step in strengthening its presence in the European market and supporting the adoption of flexible warehouse automation solutions.

Located at Airborne Ave 81 in Hoofddorp, the Innovation Center reflects Hai Robotics’ continued investment in the EMEA region – not only in technology, but also in local expertise and long-term customer support.

The new facility has been designed as a structured environment where the full portfolio of HaiPick Systems, including the company’s latest upgraded HaiPick Climb system, can be assessed under real operating conditions. [Read more…] about Hai Robotics opens EMEA Innovation Center in the Netherlands

Generalist AI unveils GEN-1 model, claiming breakthrough in real-world robotic task performance

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Generalist AI has introduced a new robotics model, GEN-1, which the company says marks a significant step toward general-purpose artificial intelligence for physical tasks.

The model is designed as an “embodied foundation model” – a type of AI system that can perceive, reason and act in the physical world – and is trained on large-scale datasets of real-world interactions rather than narrow, task-specific programming.

According to the company, GEN-1 achieves “99 percent success rates” on certain tasks, compared with around 64 percent for its previous-generation system, while completing tasks up to three times faster. The system is also described as highly data-efficient, requiring roughly one hour of robot-specific data to adapt to new tasks. [Read more…] about Generalist AI unveils GEN-1 model, claiming breakthrough in real-world robotic task performance

CorTec receives FDA ‘breakthrough’ designation for brain-computer interface in stroke rehabilitation

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CorTec has received “Breakthrough Device Designation” from the US Food and Drug Administration for its Brain Interchange system, a fully implantable brain-computer interface (BCI) designed to support motor recovery in stroke patients.

The designation applies to the use of direct cortical electrical stimulation to treat chronic stroke-related impairments, marking what the company describes as the first BCI globally to receive this recognition specifically for stroke motor rehabilitation.

The FDA’s Breakthrough Device program is intended for technologies that may provide more effective treatment for life-threatening or irreversibly debilitating conditions, offering developers prioritized review and closer interaction with regulators. [Read more…] about CorTec receives FDA ‘breakthrough’ designation for brain-computer interface in stroke rehabilitation

How AI Medical Scribe Enhances Patient Care

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The integration of AI technology into healthcare, particularly through AI medical scribes, is transforming how patient data is managed and utilized.

A study indicates that AI scribes can reduce the time physicians spend on documentation by up to 50%, increasing the time available for patient care.

By employing AI scribes, healthcare institutions are enhancing the accuracy and efficiency of clinical documentation. Below, we explore the specific ways AI scribes contribute to patient care improvements. [Read more…] about How AI Medical Scribe Enhances Patient Care

Why Automation Systems Fail Without Weather Intelligence

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The Hidden Dependency in Automation Systems

Automation systems are designed for precision, consistency, and minimal human intervention. From autonomous robots navigating complex environments to logistics platforms optimizing delivery routes, these systems rely on constant data inputs to function effectively.

Sensors, cameras, and machine learning models often receive most of the attention, since they are seen as the core technologies behind automated decision-making.

Yet many automation systems still fail in ways that appear unpredictable. A delivery robot pauses unexpectedly. A drone reroutes inefficiently. A scheduling system miscalculates timing. In many cases, the root cause is neither mechanical nor algorithmic. It is environmentally friendly. [Read more…] about Why Automation Systems Fail Without Weather Intelligence

5 Best Tools to Auto-Generate Ads in 10+ Languages for Social Media

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In 2026, social media marketing will no longer be restricted to a single language or nation. The brands are selling worldwide, attacking a variety of regions, and aiming at reaching people who use absolutely different languages.

However, this is the main problem, the development of ads in more than two languages requires time, money, and effort.

And, to be fair, manual translation is no longer sufficient. Human beings are able to know immediately when an advertisement is robotic or culturally detached. This is why multilingual ad generating tools are becoming a necessity to the contemporary marketing teams. [Read more…] about 5 Best Tools to Auto-Generate Ads in 10+ Languages for Social Media

How to Run LLM Evaluation for Better AI Performance

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Production AI systems embedded in automated workflows, robotics-assisted operations, customer support systems, and compliance environments carry measurable behavioral risk that increases proportionally with deployment scope and model autonomy.

In such settings, the behavior of the large language model must conform to defined operational, policy, and compliance standards.

Deploying a model without structured evaluation introduces quantifiable risk, particularly in decision-support, documentation, and customer communication workflows where output errors carry downstream liability. [Read more…] about How to Run LLM Evaluation for Better AI Performance

Do Robotics Firms Need Microsoft 365 Backups

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Try answering this without checking: if a senior engineer leaves today and their Microsoft 365 account is deleted next week, how much of their actual working context can you restore cleanly, and in context?

Mind you, we’re not talking only about data. We mean emails, chats, the messy, in-between information that keeps projects moving.

Most teams think they can recover it. But very few have tested that assumption under pressure. [Read more…] about Do Robotics Firms Need Microsoft 365 Backups

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