a)   Knowledge Gaps: Lack of job supply & demand mechanism understanding and requirement of education, and skills to meet certain and sufficient conditions of Indian Job Market gap

Management Consulting | AI Strategy Consultant | Strategic AI BoM integration for Academia and Research Design Systems.

5 types of Research Gaps in the Indian Education System and Demand & Supply of skills in the Indian Job Market

Introduction: A different way for AI to writeArtificial Intelligence (AI) is rapidly changing education. We have seen AI help with tasks like checking for plagiarism or offering ba

d-LLMs (diffusion-LLMs), Decentralized d-LLMs

A new wave in AI: How smarter Language Models can change Education

The advent of Large Language Models (LLMs) has revolutionized how we approach application development, introducing new paradigms for human-computer interaction. Central to leveragi

Beyond the generic imperative: Scaling precision in LLM interactions

Demystifying LLM prompts: From crafting inputs to engineering intelligent systems

1942: Science fiction author Isaac Asimov’s Three Laws of Robotics appear in the short story “Runaround.”1943: Mathematician Emil Post writes about “production systems,” a concept 

Foundational era to Accelerated era

The chronology of AI landscape

This article provides a comprehensive analysis of the contemporary state of prompt engineering, moving beyond the anecdotal to a formal, structured framework. The high failure rate

From manual craft to automated optimization of prompts

The engineering of language

The LLM market is saturated with models all claiming high performance. The problem for decision-makers is that these benchmark scores often fail when the model faces real-world, in

Elevating LLM selection from guesswork to disciplined strategic choice!

The ten critical dimensions of LLMs evaluation: Moving beyond benchmarks

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