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Mark Probert avatar

Mark Probert

·1 min read
News

Linebreak and New Icon join forces to deliver innovative real-time solutions

Linebreak UK, a leader in enterprise real-time solutions, is pleased to announce a merger with New Icon, specialists in design-led software and AI engineering. The merger will create a focused capability enabling enterprises to become real-time businesses for efficiency and growth in a fast-moving, distributed world.  

Bristol-based New Icon brings 15+ years’ experience in delivering ambitious IoT, digital and AI solutions through agile design-thinking and engineering. Linebreak leverages decades of architecture expertise and a unique technology ecosystem, enabling enterprises to harness distributed and edge AI solutions.  

Linebreak CEO, Dolo Miah, explained, “together Linebreak and New Icon will deliver the next

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Zoe Reinhardt avatar

Zoe Reinhardt

·2 min read
Innovation

How Hardware Constraints Shape Superior Deliveries

In the rapidly advancing field of artificial intelligence, the race for superior models is often measured in teraflops, parameter counts, and the scale of training datasets. Yet, DeepSeek, the latest AI sensation, took a decidedly different path to arrive at its groundbreaking R1 model. 

Surprisingly, it wasn’t the abundance of resources but the constraints of hardware that shaped its development. And it’s precisely these limitations that have made DeepSeek more efficient than AI giants like ChatGPT.

The Role of Constraints in Innovation

DeepSeek’s journey was constrained by limited access to high-end hardware. While competitors like ChatGPT were developed using state-of-the-art

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