--- title: AI slop is faking rare bird sightings and hurting science description: AI-edited and AI-generated wildlife photos are corrupting citizen-science biodiversity records on platforms like iNaturalist, Macaulay Library, and WikiAves.... canonical: https://daily.dev/posts/ai-slop-is-faking-rare-bird-sightings-and-hurting-science-18hfvzxtn twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: AI slop is faking rare bird sightings and hurting science | daily.dev og:description: AI-edited and AI-generated wildlife photos are corrupting citizen-science biodiversity records on platforms like iNaturalist, Macaulay Library, and WikiAves.... og:url: https://daily.dev/posts/ai-slop-is-faking-rare-bird-sightings-and-hurting-science-18hfvzxtn og:image: https://api.daily.dev/og/posts/18hFVZxTn.png og:image:alt: AI slop is faking rare bird sightings and hurting science og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # AI slop is faking rare bird sightings and hurting science **[The Next Web](https://daily.dev/sources/tnw)** · 3 min read · 0 upvotes · 0 comments ## Summary AI-edited and AI-generated wildlife photos are corrupting citizen-science biodiversity records on platforms like iNaturalist, Macaulay Library, and WikiAves. Researchers publishing in Nature Ecology & Evolution warn that when birders ask AI tools to 'improve' photos, models can inadvertently replace field-identifying features, effectively inventing rare species sightings. With iNaturalist holding over 610 million images used by scientists to track climate-driven species shifts, even a handful of fabricated sightings can skew range data. Platforms are adding AI-flagging tools, but only ~1,400 of 610 million images have been flagged so far. Researchers call for stronger image-authentication, metadata verification, and user education to prevent AI slop from degrading scientific datasets. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [‘I rarely get outside’: scientists ditch fieldwork in the age of AI](https://daily.dev/posts/i-rarely-get-outside-scientists-ditch-fieldwork-in-the-age-of-ai-ysliingtc) · Hacker News · 0 upvotes · 0 comments - [AI Slop is Killing Online Communities](https://daily.dev/posts/ai-slop-is-killing-online-communities-49ntj9vsm) · Lobsters · 2 upvotes · 0 comments - [AI-induced skepticism](https://daily.dev/posts/ai-induced-skepticism-eu5db6li1) · stitcher.io · 0 upvotes · 0 comments --- Tags: [#genai](https://daily.dev/tags/genai) [View this post on daily.dev](https://daily.dev/posts/ai-slop-is-faking-rare-bird-sightings-and-hurting-science-18hfvzxtn) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"AI slop is faking rare bird sightings and hurting science","url":"https://daily.dev/posts/ai-slop-is-faking-rare-bird-sightings-and-hurting-science-18hfvzxtn","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/ai-slop-is-faking-rare-bird-sightings-and-hurting-science-18hfvzxtn"},"datePublished":"2026-07-21T10:36:46.140Z","dateModified":"2026-07-21T10:37:06.013Z","description":"AI-edited and AI-generated wildlife photos are corrupting citizen-science biodiversity records on platforms like iNaturalist, Macaulay Library, and WikiAves....","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0ecbb8900377dd9c3561e3f44855c0b3?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/0ecbb8900377dd9c3561e3f44855c0b3?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"The Next Web","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"The Next Web","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/tnw","url":"https://daily.dev/sources/tnw"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/ai-slop-is-faking-rare-bird-sightings-and-hurting-science-18hfvzxtn","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"genai","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"The Next Web","item":"https://daily.dev/sources/tnw"},{"@type":"ListItem","position":3,"name":"AI slop is faking rare bird sightings and hurting science"}]} ```