Proposal

A scheme or change being put forward.

Relax. Google won't penalize all AI generated content.

Google evaluates content based on substance and user behavior signals rather than penalizing pages simply because AI generation is detected.

27 August 2026

Anti-AI sentiment attaches to visible AI: labels, generated media, chatbots and data centers

Experiments and survey data show growing public distrust of AI, with labels reducing content value and widespread opposition to local data centers.

25 August 2026

CAPS: A Content Attribution Payment Scheme for the AI Era

The collapse of the web's economic model due to AI is addressed through the Content Attribution Payment Scheme, a framework for micropayments and grounding.

30 September 2025

From Hallucinations to Clicks

An automated method for mapping LLM-hallucinated URLs to valid pages using keyword matching and semantic similarity via vector embeddings and cosine similarity.

2 June 2025

I think Google got it wrong with “Generate → Ground” approach.

An analysis of Google's RARR framework compared to retrieval-first approaches like RAG and FiD, focusing on reducing LLM hallucinations through grounding.

17 April 2025

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