Exploring how AI is reshaping our world
Daily analysis of AI tools, research, and industry shifts — written for engineers and decision-makers.
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Accenture + Google’s 1,000-Engineer Bet on Agentic AI
Accenture and Google Cloud launched a 1,000-engineer unit to embed AI specialists directly inside enterprise clients. The announcement reflects an industry-wide admission that the enterprise agentic AI gap is a human problem — and that closing it costs consulting money,…
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Automating PRISMA Flows with LLMs
From Query Building to Deduplication Systematic reviews remain a cornerstone of scientific synthesis, but the traditional workflow — from query…
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Meta-prompting in Regulated Domains
Finance & Health: Patterns, Anti-patterns, and Guardrails Introduction Meta-prompting—the deliberate design of higher-order prompts that generate or supervise other prompts—has…
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A Private, Offline Research Assistant
Zotero + Local LLMs on macOS: A Private, Offline Research Assistant In an era increasingly defined by digital dependence and…
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Vibe-Coding vs Spec-Driven Development
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)…
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Write fast. Verify faster
Citation Fidelity at Scale: Verifying References with scite.ai & Crossref APIs. The Integrity Multiplier of Truthful References In the age…
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Designing AI-Resistant Assessments: Authentic Tasks and Iterative Supervision
Responsible/Academic Use Series Introduction: From AI Policing to AI Partnership Universities and schools are realizing that trying to ban generative AI is…
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University AI-Integrity Playbooks (EU/CH)
From Policy to Classroom Practice A comparative guide turning COPE/UNESCO guidance into course-level disclosure templates, rubric changes, and viva/oral checks.…
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Responsible Use of GenAi in Academic Writing
Abstract The integration of generative artificial intelligence (GenAI) tools such as ChatGPT into academic writing has introduced new opportunities and…