How to add AI disclosures that comply with the EU AI Act
AI-generated content disclosures become mandatory under EU AI Act Article 50 from August 2026. This guide covers where, when, and how to add compliant labels to your content.
Pranoti Kshirsagar
AI integration for research-driven organisations
Practical AI workflows for European research teams, science communicators, and grant writers — built from real implementations, not theory.
Latest AI Guides
All guides →MCP Security Checklist for Claude Desktop Users
A practical MCP security checklist for anyone using Claude Desktop professionally — credential storage, server trust, scope control, and subprocess protection covered.
Claude Desktop MCP Stopped Working: How to Fix It
Learn why your Claude Desktop MCP stopped working on May 1st, diagnose the root cause, fix the GA connector, and prevent silent breakage with version pinning.
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All perspectives →AI Content Intelligence Workflow: WordPress, GA4, Clarity, GitHub
I connect Clarity, two GA4 properties, and GSC into Claude via MCP across a WordPress and GitHub-hosted site — no spreadsheets, no downloads. Here's what changed.
Stop Chasing Platforms. Own Your Audience Instead.
Scientists and professionals keep searching for the next Twitter — but the platform era is over. Here's why the island era is already here, and what to build instead.
MCP Security in Claude Code: What Full Machine Access Really Involves
Claude Code MCP tool access runs with your full user permissions. Here's what I discovered about credential exposure — and the five things I changed.
Work with me
I help research organisations and science-driven teams integrate AI tools into real workflows — proposal preparation, science communication, knowledge management.