DeepSeek's mHC Architecture, XEROTECH's Callgpt 6X, and Digital Transformation Wave

DeepSeek has developed a new AI architecture called Manifold-Constrained Hyper-Connections (mHC) designed to improve the performance of AI models, according to SiliconANGLE. The Chinese AI lab's mHC technology enhances the residual connection mechanism used by large language models.

XEROTECH LTD has launched Callgpt 6X, an AI platform that filters sensitive data before it leaves the browser, combining client-side privacy technology with unified access to over 20 AI models from six providers, reports GlobeNewsWire. The UK startup's platform features patent-pending innovations.

Digital transformation continues to reshape businesses, moving beyond basic automation to involve deeper integration of digital tools to improve efficiency and customer experience, according to TechBullion. Over the past decade, many organizations have adopted digital tools.

MENAFN reported that Muhammad Sediq Afghan, an Afghan mathematician, claimed in a Hafizullah Mohammadi interview that he invented AI in 1976. This claim has been disputed.

An article in a publication called OPINION Underwood discusses repeating an algorithm, framing it as a way to boost an AI portfolio during the holiday season.

Identifying top AI jobs for 2026, one report highlights roles, salaries, and growth potential in artificial intelligence, exploring career opportunities with the best prospects.

Sources:

• Siliconangle

• Menafn

• Guam Daily News

• Menafn

• Techtimes

• Techbullion