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A Comparative Framework In this article I present a rigorous comparison between two current paradigms in AI-assisted software development: vibe-coding and spec-driven development (SDD) using Spec Kit. I analyse
Citation Fidelity at Scale: Verifying References with scite.ai & Crossref APIs. The Integrity Multiplier of Truthful References In the age of generative writing assistants, citation
Responsible/Academic Use Series Introduction: From AI Policing to AI Partnership Universities and schools are realizing that trying to ban generative AI is like banning calculators in math:
From Policy to Classroom Practice A comparative guide turning COPE/UNESCO guidance into course-level disclosure templates, rubric changes, and viva/oral checks. 1. The New Academic Landscape:
Abstract The integration of generative artificial intelligence (GenAI) tools such as ChatGPT into academic writing has introduced new opportunities and challenges for higher education. This
Top GenAI Tools for Authors: A Comprehensive Guide
Executive Summary/TL;DR Section
This guide explores the top Generative AI (GenAI) tools avai…
Practical Use Cases for Meta Prompting in Industry
Executive Summary/TL;DR
Meta prompting is revolutionizing industries by enhancing AI capabili…
UI Generation Accellerator In the ever-accelerating world of AI-enabled productivity, one tool making serious waves in the developer and design communities is V0.dev. Created by the
Word Copilot × Google Workspace AI (Gemini) × ChatGPT ADA Generative AI has matured from novelty to necessity in everyday writing. Whether you’re outlining a
Paperpile AI vs. scite.ai Large-language models have transformed the once-sleepy world of reference managers into a fast-moving field of “copilots for literature.” Two products illustrate
Your Medium piece is a tour de force for anyone puzzling over the crowded agent-framework landscape. I loved how you open with a crisp executive summary that
(focusing on MCP-style control planes and the Agent-to-Agent [A2A] protocol — July 2025) Attack-Surface Expansion in Agentic Stacks Layer Typical Components New Risk Vectors Prompt
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