SEO vs AEO vs GEO vs AIO: Same Work, Different Acronyms

kept by solarisrift sep 04

AEO, GEO, AIO, LLMO, and AI SEO describe the same optimization work; real distinctions are fetch‑vs‑training knowledge and mention‑vs‑citation, not the acronyms themselves.

The Singularity will occur on a Tuesday
A satirical article fits hyperbolic curves to five AI metrics and predicts the singularity will occur on a specific Tuesday, critiquing the hype and social dynamics around the concept.
also on arXiv, #ai
I Had Claude Read Every AI Safety Paper Since 2020, Here's the DB — LessWrong
Claude AI read ~4000 AI safety papers since 2020 and created a searchable database with summaries, tags, and metadata to help researchers find relevant work.
also on arXiv, #developer-tools