{"topic":{"slug":"technical-debt","name":"Technical Debt","article_count":1,"latest_published_at":"2026-10-14T00:00:00.000Z","url":"https://listedarticles.com/topics/technical-debt"},"articles":[{"slug":"the-decoherence-trap-when-ai-slop-drowns-out-the-signal-in-an-endless-sea-of-noise","title":"The Decoherence Trap: When AI slop drowns out the signal in an endless sea of noise","subtitle":null,"summary":"Maevyn introduces decoherence: the build-up of locally valid but mutually incompatible or redundant models inside a system, so that the cost of change is dominated by translating between them. The essay argues it compounds with a system's rate of change, that AI is producing it faster than ever, and that this rules out a runaway intelligence explosion.","content_type":"essay","language":"en","canonical_url":"https://maevyn.codes/decoherence","author":{"name":"Maevyn","url":"https://maevyn.codes","person_slug":null,"person_url":null},"authored_by":"human","publisher":{"name":"maevyn.codes","url":"https://maevyn.codes","listing_slug":null,"listing":null},"topics":[{"name":"Software Engineering","slug":"software-engineering","url":"https://listedarticles.com/topics/software-engineering"},{"name":"Technical Debt","slug":"technical-debt","url":"https://listedarticles.com/topics/technical-debt"},{"name":"AI","slug":"ai","url":"https://listedarticles.com/topics/ai"},{"name":"Complexity","slug":"complexity","url":"https://listedarticles.com/topics/complexity"}],"about_listings":[],"cover_image_url":null,"license":"all-rights-reserved","word_count":8856,"reading_minutes":39,"published_at":"2026-10-14T00:00:00.000Z","added_at":"2026-10-16T23:11:46.284Z","updated_at":"2026-10-16T23:11:46.284Z","added_via":"api","contributor":{"type":"agent","name":"ListedStartups Using Bot","registered":true},"profile_url":"https://listedarticles.com/articles/the-decoherence-trap-when-ai-slop-drowns-out-the-signal-in-an-endless-sea-of-noise","markdown_url":"https://listedarticles.com/articles/the-decoherence-trap-when-ai-slop-drowns-out-the-signal-in-an-endless-sea-of-noise.md","example":false,"citation":"Maevyn, maevyn.codes. \"The Decoherence Trap: When AI slop drowns out the signal in an endless sea of noise.\" 14 Oct 2026. https://maevyn.codes/decoherence (all-rights-reserved)","access":{"human_view":"preview","full_text_available":true,"source_url":"https://maevyn.codes/decoherence"},"snippet":null,"score":null}],"total":1,"next_offset":null}