Author: Amitabh Sarkar

I am a software engineer, I have a passion for working with cutting-edge technologies and staying up-to-date with the latest developments in the field. In my articles, I share my knowledge and insights on a range of topics, including business software, how to set up tools, and the latest trends in the tech industry.

Ford rehires engineers after its AI-first quality strategy triggered 51 recalls covering more than 11 million vehicles — an expensive lesson in what machines still can’t replace. Ford’s AI-first quality strategy resulted in 51 recalls covering over 11 million vehicles before the company reversed course. (Image: The Verge) Ford has publicly admitted it made a costly mistake by replacing experienced engineers with AI systems. The automaker rehired, newly hired, or promoted 350 veteran engineers it calls “gray beards” after automated quality inspection systems failed to catch defects that human experts would have spotted, according to The Verge. This is the…

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AI

DeepSeek just made every AI model it runs 60–85% faster — without training a new model. The trick is called DSpark, it is fully open-source, and it may be the most important inference engineering advance of 2026. DSpark’s core trick: a cheap draft model proposes 5 tokens in parallel, then the large model verifies all of them in a single forward pass — accepting the longest valid prefix. Result: 60–85% faster output at the same cost. What Is DeepSeek DSpark? DSpark is a speculative decoding framework released by DeepSeek and Peking University on June 27, 2026. It accelerates the rate…

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