AIHealthcareResearch

Breakthrough AI Framework Enhances Prosthetic Hand Control Through Muscle Signal Optimization

A new machine learning framework using L-SHADE optimization has demonstrated significant improvements in surface electromyography-based hand gesture recognition. The system reportedly achieves 87.89% accuracy while reducing processing time to just 3.16 milliseconds, potentially revolutionizing prosthetic control technology.

Revolutionary Optimization Technique Transforms Prosthetic Control Systems

Researchers have developed an advanced machine learning framework that significantly improves hand gesture recognition from muscle signals, according to recent reports published in Scientific Reports. The system, which combines Linear Population Size Reduction Success-History Adaptation Differential Evolution (L-SHADE) with Extra Tree classifiers, has demonstrated substantial improvements in both accuracy and processing speed for surface electromyography (sEMG) based gesture recognition.

AcquisitionsBusinessEnergy

Growthpoint Properties Expands Renewable Portfolio with Major Hydroelectric Investment and Tenant-Focused Green Energy Initiative

JSE-listed Growthpoint Properties has secured a significant stake in a new hydroelectric facility while launching an innovative green energy program for its commercial tenants. The initiative marks a pioneering approach to corporate renewable energy distribution in South Africa’s property sector, according to company announcements.

Strategic Renewable Energy Investment

JSE-listed real estate investment trust Growthpoint Properties has reportedly acquired a 30% stake in independent power producer Serengeti Energy’s operational Boston Hydro plant near Clarens in the Free State, according to a joint media release from the companies. The R390-million hydroelectric facility represents a significant addition to South Africa’s renewable energy infrastructure with an operational lifespan exceeding 40 years.

AcquisitionsBusinessTechnology

Global IT Leader NTT DATA Acquires Londonderry’s Alchemy Technology Services

Londonderry’s Alchemy Technology Services has been acquired by global IT leader NTT DATA in a move expected to create significant job growth in Northern Ireland. The acquisition will establish Derry as a center of excellence for global insurance technology transformation projects.

Major Global Acquisition for Northern Ireland Tech Sector

Londonderry-based Alchemy Technology Services has been acquired by global IT and business services giant NTT DATA, according to reports from BBC Radio Foyle. The Japanese multinational IT service and consulting company stated that the move will see Alchemy’s team work on major transformation projects for insurers worldwide, marking a significant development for Northern Ireland’s technology sector.

AerospaceDefensePolicy

Ukraine in Advanced Talks with Bell for AH-1Z and UH-1Y Helicopter Acquisition

Bell has confirmed renewed discussions with Ukrainian agencies regarding a potential Foreign Military Sale of attack and utility helicopters. The talks, reportedly ongoing since 2023, focus on enhancing Ukraine’s rotorcraft capabilities. Industrial cooperation agreements have been signed with Ukrainian economic ministries to assess manufacturing options.

Renewed Helicopter Negotiations

Bell has confirmed new discussions with Ukrainian government agencies regarding a potential Foreign Military Sale of AH-1Z Viper attack helicopters and UH-1Y Venom utility helicopters, according to reports from Aviation Week Network. The Textron subsidiary’s executives recently signed agreements with two nonmilitary Ukrainian government agencies to assess industrial cooperation options should the helicopter sale receive approval.

ComputingHardwareTechnology

Cooler Master Debuts Hyper 212 3DHP and V4 Alpha 3DHP Coolers with Innovative Heat Pipe Technology

Cooler Master has unveiled the Hyper 212 3DHP and V4 Alpha 3DHP tower coolers, featuring a new 3D heat pipe design that halves the number of pipes while aiming to improve thermal efficiency. The company reportedly claims these coolers deliver performance comparable to highly efficient electric vehicles. Pricing is expected to start at approximately €30 for the base Hyper 212 3DHP model.

Revolutionary Cooling with Fewer Components

Cooler Master is challenging conventional cooling design with its latest tower coolers, the Hyper 212 3DHP and V4 Alpha 3DHP, according to recent reports. Sources indicate the company has developed new 3D heat pipe technology that enables these coolers to operate with just two heat pipes instead of the traditional four, adopting a “less is more” philosophy that promises improved thermal performance through engineering innovation.

GovernmentPolicyTrade

UK Pushes for Quick EU Deals Amid Brexit Fallout, Faces Cautious Brussels Response

British ministers are accelerating efforts to strengthen EU relations, with new urgency around youth mobility and trade agreements. However, European officials reportedly show less enthusiasm for rapid negotiations amid differing priorities and political considerations.

Britain’s Renewed EU Outreach

According to political analysts, the United Kingdom has significantly intensified its efforts to rebuild relations with the European Union since the Labour government took office. Sources indicate that multiple ministers, including Chancellor Rachel Reeves and EU Relations Minister Nick Thomas-Symonds, have been emphasizing the economic damage caused by Brexit and pushing for rapid progress in negotiations.