Fabricated citations in biomedicine increased tenfold in three years, and 98.4% of flagged papers remain uncorrected. The automated enforcement wave is arriving, but it carries false-positive rates that hit honest authors hardest. This working paper proposes a five-level fault ladder and a Source Provenance Ledger that makes verification effort visible, producible on challenge, and driven by market adoption rather than mandates.
Publishing
SCOPE: SOURCE CUSTODY OBSERVABLE PUBLICATION EVIDENCE
Your citations are only as strong as the record behind them. HAIA-SCOPE is a three-tier documentation protocol that records what you verified, when you verified it, and where the preserved copy lives. The record stays private until you need it. When automated enforcement flags your work or a reviewer challenges a citation, only the author who maintained a SCOPE record can produce one.
The Missing Governor: Anthropic’s Constitution and Essay Acknowledge What They Cannot Provide
A Structural Response to Claude’s Constitution &“The Adolescence of Technology” Essay (PDF) Executive Summary On January 21, 2026, Anthropic published Claude’s Constitution, an 80-page document articulating values, character formation, and behavioral guidelines for its AI system. Six days later, on January 27, 2026, CEO Dario Amodei released “The Adolescence of Technology,” a 20,000-word essay examining […]
Scaling AI in Moderation: From Promise to Accountability
TL;DR AI moderation works best as a hybrid system that uses machines for speed and humans for judgment. Automated filters handle clear cut cases and lighten moderator workload, while human review catches context, nuance, and bias. The goal is not to replace people but to build accountable, measurable programs that reduce decision time, improve trust, […]
The Growth OS: Leading with AI Beyond Efficiency Part 2
Part 2: From Pilots to Transformation Pilots are safe. Transformation is bold. That is why so many AI projects stop at the experiment stage. The difference is not in the tools but in the system leaders build around them. Organizations that treat AI as an add-on end up with slide decks. Organizations that treat it […]
Why AI Detection Tools Fail at Measuring Value [OPINION]
AI detection platforms promise certainty, but what they really deliver is confusion. Originality.ai, GPTZero, Turnitin, Copyscape, and Writer.com all claim to separate human writing from synthetic text. The idea sounds neat, but the assumption behind it is flawed. These tools dress themselves up as arbiters of truth when in reality they measure patterns, not value. […]
Building Authority with Verified AI Research [Two Versions, #AIa Originality.ai review]
***This article is published first as Basil Puglisi Original work and written and dictated to AI, you can see the Originality.ai review of my work, it then is republished again in this same page after AI helps refine the content, my opinion is the second version is the better content and more professional but the […]
YouTube AI Music, HubSpot Content Hub, and Google AI Overviews: Aligning Creativity, Campaigns, and Search
The pace of digital marketing is shifting again, and this time AI isn’t just supporting workflows — it’s steering how discovery, content, and visibility connect. In April, YouTube expanded its AI-powered music features with DJ-style suggestions and text-to-prompt radio stations, offering creators dynamic soundtracks that respond to audience tastes. At the same time, HubSpot launched […]
LinkedIn Thought Leader Ads, Descript AI Video Editing, and Google INP: Building Authority Through Smarter Workflows
The tools shaping authority and visibility are moving faster than campaigns themselves. In January, LinkedIn expanded its Thought Leader Ads, giving brands the ability to amplify executive voices and push trusted content directly into targeted feeds. At the same time, Descript introduced its biggest round of AI video editing upgrades yet, with smarter scene control, […]
AI, Me, and the Road Ahead: How I Use Artificial Intelligence to Create Content That Works
If you’ve read my work before, you know I believe technology should serve creativity, not replace it. That’s why in 2023, you’ll see two distinct kinds of content from me—each powered by AI in different ways, but with very different results. Defining the Two Paths Artificial intelligence can be an accelerator or an autopilot. When […]