10 AI Mistakes That Damage Credibility—and How to Catch Them
Avoid invented citations, wrong numbers, unsafe data use and untested code with a practical AI review protocol for writers and teams.
Practical guides to AI tools, prompts and workflows: what actually works, tested and written for people who use these tools daily.

Avoid invented citations, wrong numbers, unsafe data use and untested code with a practical AI review protocol for writers and teams.

Use AI at work with a practical process for task selection, data protection, human review, team pilots and an enforceable workplace AI policy.

Use AI for research, outlining and editing without fabricating experience or losing your voice. Follow a source-first workflow with fact-checking and practical examples.

Compare Claude, ChatGPT and Gemini by real tasks, integrations, research, coding, privacy and free access, plus a fair 45-minute test you can run.

Learn why AI detectors can flag human writing, how false positives happen, how to preserve authorship evidence, and how educators can review fairly.

Compare eight genuinely free AI tools for chat, research, coding and local use. See current limits, official sources, privacy cautions and beginner projects.

Learn a six-step method for writing better AI prompts, with a worked example, debugging matrix, reusable worksheet, privacy checks and testing process.

Use 12 practical ChatGPT prompt templates for writing, study, code review, research, troubleshooting and planning, with examples and a testing method.

Set up Google Gemini on Android safely. Learn assistant choices, permissions, activity controls, useful prompts, limitations and troubleshooting.

Connect Google Sheets to OpenAI with a runnable Apps Script custom function. Learn secure API-key setup, prompts, costs, privacy, errors and testing.