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.

Inception Labs introduces ‘diffusion’ approach that could transform how we interact with artificial intelligence In what could be a paradigm shift for artificial intelligence, Inception Labs has introduced a new type of language model that generates text up to 10 times faster and at one-tenth the cost of current systems. The technology, called Mercury, borrows techniques from image generation to fundamentally change how AI produces text. Traditional large language models, which power services like ChatGPT and Claude, generate text one word at a time in a sequential process. Mercury’s approach is radically different—it creates an entire response simultaneously as a…

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The technology industry is shifting away from massive language models toward smaller, specialized AI systems that deliver comparable results while using up to 90% fewer resources, also known as Small language models (SLMs). Companies report 40-70% savings on computing costs, with enhanced security and compliance benefits. These streamlined models are particularly effective in targeted applications like medical record analysis and customer service automation while reducing environmental impact by 60-90% compared to larger models. The evolution toward efficient AI suggests a transformative path forward in technological advancement. While large language models like GPT-4.5 have dominated AI headlines, a significant change is…

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Introduction AI is advancing rapidly, solving increasingly complex problems. However, a new technique called Chain of Draft (CoD) is making AI both faster and more efficient by optimizing how it processes information. In this blog, we’ll explore what Chain of Draft is, how it works, and why AI engineers should consider using it. For more insights into AI trends, visit our AI blog. What is Chain of Thought (CoT)? Before we dive into Chain of Draft, let’s first understand Chain of Thought (CoT). CoT is a method that enables AI to break down problems into step-by-step solutions, similar to human…

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OpenAI Launches GPT-4.5, a Leap Forward in Language Model Capabilities SAN FRANCISCO — In a move that could redefine the landscape of artificial intelligence, OpenAI today announced the release of GPT-4.5, its most expansive and knowledgeable language model yet. Initially introduced as a research preview for select ChatGPT Pro subscribers and API developers, the new model is slated for broader distribution to Plus, EDU, and Enterprise customers in the coming weeks. OpenAI’s announcement, delivered during a live-streamed event, underscored the model’s dual approach: combining vast-scale unsupervised learning with emerging reasoning techniques. “By harnessing an unprecedented volume of data and refining…

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