Tech and Beyond
Explore our latest articles on technology, business strategies, and company updates.
DeepSeek’s New Training Method: What It Means for AI Development Costs
Chinese AI startup DeepSeek kicked off 2026 with a research paper introducing a new approach to training large language models. The method, called Manifold-Constrained Hyper-Connections (mHC), aims to make AI model training more stable and efficient, potentially reducing the resources needed to develop powerful AI systems.
From Developers to Builders: Navigating the AI-Driven Evolution in Software Development
In 2025, the line between writing code and building products is blurrier than ever. AI tools have become trusted companions in modern development workflows, giving rise to a new kind of software professional — not just developers, but builders. This shift isn’t about abandoning traditional engineering, it’s about evolving it. In this article, we explore how AI is transforming how developers work, what skill sets matter most now, and why the best teams are combining smart tools with serious technical judgment.