Webbly Frog

Thank you! See you all again in 2026!

hmm 🥱

https://www.facebook.com/share/183DfEndqM/

"These findings reinforce what many engineering teams have sensed throughout 2025." https://trib.al/ReWB21U

the internet is saturated with AI contents.. and this adds noise to the already noisy web

Experts are warning of immimenent "AI model collapse’ as ChatGPT-Fueled content overwhelms the web.

And they note that, "leaning is going to be prohibitively expensive, probably impossible."

The rapid proliferation of generative AI tools like ChatGPT has sparked a new and unexpected crisis: the internet is becoming saturated with AI-generated content, and it's already undermining the future of AI development itself. Researchers warn that as AI models increasingly learn from data tainted by previous AI outputs, the quality and reliability of future models may spiral downward — a phenomenon known as "model collapse." The clean, human-created data that once formed the backbone of machine learning is being buried under layers of synthetic content, complicating efforts to train new models without recursive errors.

Maurice Chiodo from the University of Cambridge likens the dilemma to the demand for “low-background steel” — uncontaminated metal sourced from pre-nuclear era battleships. In AI terms, data from before 2022 is now seen as "clean," while post-2022 data is suspect. The problem is already affecting advanced AI systems like retrieval-augmented generation (RAG), which depend on real-time web data that is increasingly polluted. Without enforceable regulations to label or filter AI-generated content, experts caution that the AI industry could stall itself by drowning in its own output.

learn more https://www.theregister.com/2025/06/15/ai_model_collapse_pollution/

😅😁

Must try search systems alternative to Google!

It's not Bing nor AOL..

Check it out in the first comment 👇

Must try search engines alternative to Google - Webbly Frog Web Design and Services We know that Google is the most dominant search engine in the world. This gives us most of the information in the web, even providing as back information from social media feeds like Facebook as you might already have been observed. Followed by Bing, AOL Search, Yandex, Duck Duck Go, Brave and more,...

in a standard coding environment, the "Version" is automatically changed when the code is touch