Exploring how AI is reshaping our world
Daily analysis of AI tools, research, and industry shifts — written for engineers and decision-makers.
-
Gartner: 40% of Agentic AI Projects Canceled by 2027
One year after Gartner forecast that 40% of agentic AI projects would be canceled by 2027, the data says they were right. Only 11–14% of agent pilots have reached production at scale. Here’s why most fail — and what the…
-
From Draft to Final Paper
Refining Your Academic Writing with LM Studio Introduction Refining an academic manuscript progresses through several stages: ideation and outline, drafting,…
-
Automating PRISMA Flows with LLMs
From Query Building to Deduplication Systematic reviews remain a cornerstone of scientific synthesis, but the traditional workflow — from query…
-
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…
-
A Private, Offline Research Assistant
Zotero + Local LLMs on macOS: A Private, Offline Research Assistant In an era increasingly defined by digital dependence and…
-
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)…
-
Write fast. Verify faster
Citation Fidelity at Scale: Verifying References with scite.ai & Crossref APIs. The Integrity Multiplier of Truthful References In the age…
-
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…
-
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.…