LLMs Are This Close to Destroying the Internet
Generative AI is accelerating the flood of low-quality, automated content on the web, raising fears that genuine journalism, creative work, and even basic search will be drowned out by spam and ad-driven “slop.” Commenters debate whether this is a continuation of existing problems like SEO spam and social-media clickbait or a qualitative shift that will force a return to human curation, walled gardens, and smaller “islands” of trusted information. Some see this as a threat to livelihoods and public knowledge, while others argue that high-quality, human-made content and new filtering mechanisms will adapt and endure.
Impact of LLMs on Content Quality and “Model Collapse”
- Several commenters worry about “autophagy”: AI models increasingly trained on AI-generated output, leading to degraded, cliché-ridden models and harder-to-audit errors.
- Others argue this is manageable: humans can curate data, freeze models at peak quality, or avoid feeding them their own output.
- Some see these concerns as overblown “doomerism,” noting that data curation and gatekeeping are old problems, not unique to AI.
Journalism, Writing, and Jobs
- One side emphasizes real damage: writers and journalists losing work, news orgs hollowed out, and some literary journals and academic venues overwhelmed by AI-generated submissions.
- The opposing view treats job loss as normal technological displacement and argues good, personality-driven journalism will still find paying audiences.
- There is concern that most people will end up with cheap, low-quality “news,” while a minority pay for real reporting.
Spam, Search, and Discovery
- Many see LLMs as accelerating an existing decline: SEO spam, clickbait, ragebait, and backlink farms already degraded the web and major platforms.
- AI drastically lowers the cost of generating plausible junk (recipes, articles, comments, research-like papers), making good content harder to find.
- Some argue PageRank-style link analysis should mitigate AI junk; critics reply that backlink farms, expired high-reputation domains, and social/political pressures undermine this.
Curation, Walled Gardens, and the “Small Web”
- A recurring theme: the future may belong to human-curated islands—forums, newsletters, private communities, reputation networks, and possibly a revival of early-Yahoo!-style directories.
- Debate over whether these must be private/siloed to avoid AI harvesting; some fear that “good content in walled gardens” makes the public web worse.
- Others are optimistic that falling baseline quality will create demand for curated spaces and reduce social-media obsession.
Culture, Art, and Everyday Use
- AI-generated music and text are seen as technically impressive but often boring or generic; mass-produced mediocre art is not new, but AI scales it dramatically.
- Some argue most online “hint-level” content (recipes, Stack Overflow-style help) can tolerate fuzziness; serious work will still rely on primary sources and deeper research.
- A minority hope the mess simply pushes people to spend less time online and more in offline, word-of-mouth networks.