{"slug": "competence-mirage", "title": "Competence Mirage", "summary": "A blog post by Justin Math argues that reliance on AI and search tools creates a 'competence mirage,' where confidence in skills is not matched by actual ability. The post asserts that true competence is measured by performance without external aids, and links to longer articles on learning and retrieval practice.", "body_md": "# Competence Mirage\n\n*(Note: This is an AI-assisted teaser for my prior manual writing. If you like it and want to read more details about this topic/perspective, then check out my 100% manually-written blog and books!)*\n\n*Want to get notified about new posts? Join the mailing list and follow on X/Twitter.*\n\nCan you still do it without the notes, without Google, without AI?\n\nThe real test of learning is what remains after the supports disappear.\n\nIt’s easy to feel confident when the answer’s just one search away.\n\nBut real competence isn’t measured by what you can do with help.\n\nIt’s measured by what you can do on your own.\n\n*Here are the 100% manually-written long-forms that this teaser is distilled from, if you want to dive deeper:*\n\n[Comfortable Fluency in Consuming Information is Not a Proxy For Actual Learning](https://justinmath.com/comfortable-fluency-in-consuming-information-is-not-a-proxy-for-learning/)[Retrieval Practice is F*cking Obvious](https://justinmath.com/retrieval-practice-is-f-ing-obvious/)\n\n*Want to get notified about new posts? Join the mailing list and follow on X/Twitter.*", "url": "https://wpnews.pro/news/competence-mirage", "canonical_source": "https://justinmath.com/competence-mirage/", "published_at": "2026-08-17 07:00:00+00:00", "updated_at": "2026-08-24 03:43:37.819972+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-ethics"], "entities": ["Justin Math"], "alternates": {"html": "https://wpnews.pro/news/competence-mirage", "markdown": "https://wpnews.pro/news/competence-mirage.md", "text": "https://wpnews.pro/news/competence-mirage.txt", "jsonld": "https://wpnews.pro/news/competence-mirage.jsonld"}}