Machine

JCB'S HYDROGEN ENGINE HAS BEEN OFFICIALLY APPROVED FOR SALE AND USE 🔘

JCB's hydrogen combustion engine has received official approval for sale and use across Europe. Eleven licensing authorities, including those in Great Britain, Germany, France, and the Netherlands, have granted certification, paving the way for commercial deployment of JCB's hydrogen-powered machinery.

This development is significant for the construction and agricultural sectors, as JCB's hydrogen engines offer a zero-emission alternative to traditional diesel engines. The company has already produced over 130 evaluation engines, which are being tested in backhoe loaders, Loadall telescopic handlers, and generator sets. Real-world testing on customer sites is progressing well, indicating a promising future for hydrogen combustion technology in heavy machinery.

-

Follow for more insights!

#machine #ai #robot #innovation #automation

#OFN Transformer Neural Network
Structure: Uses self-attention mechanisms to process data sequences efficiently.
Use Case: #Machine translation, question-answering systems.
Example in OFN: Advanced language models or conversational AI.

#BotOrNot

BotOrNot is a tool that determines if a text was written by a human or a bot. #AI #BotOrNot #technology #automation #machine #artificialintelligence

🚨GOVERNANCE IS NOT A #MACHINE SWITCH
Automation alone can’t manage #AI Risks

🔹Stilgoe critiques the belief that technology—like AI—can be made inherently safe through design alone, comparing it to James Watt’s flyball governor: ingenious, but insufficient.

🔹Self-regulation and containment metaphors (common in tech circles) simplify AI’s challenges into technical problems, ignoring essential political and social dimensions.

🔹Real safety requires governance structures, not just algorithms—like how air travel depends on infrastructure, training, and regulation.

🔹Overreliance on "technical fixes" can create complacency and obscure true vulnerabilities.

🔹AI companies often dominate the “safety” conversation, shaping narrow narratives that serve their interests.

🔹Stilgoe calls for robust, democratic oversight and warns against letting developers steer innovation unilaterally.

- Science.org

#Machine Learning Applications in OFN
AI Services: Developers create machine learning-powered services such as recommendation engines, fraud detection systems, and predictive analytics tools.
Model Sharing and Monetization: Machine learning experts can share their models in a #OFN

Humans are hooked..
Machines are learning..
#machine #learning