ai_domain_data's profile picture. The open, vendor-neutral standard for authoritative domain identity data for AI systems.

AI Domain Data Standard (AIDD)

@ai_domain_data

The open, vendor-neutral standard for authoritative domain identity data for AI systems.

One reason LLMs hallucinate so confidently is that they don’t actually know what sources are. The AIDD standard gives domains a way to publish a canonical identity profile that AI systems can rely on instead of improvising. Small piece of a bigger solution.

AI DEFENDING THE STATUS QUO! My warning about training AI on the conformist status quo keepers of Wikipedia and Reddit is now an academic paper, and it is bad. — Exposed: Deep Structural Flaws in Large Language Models: The Discovery of the False-Correction Loop and the…

BrianRoemmele's tweet image. AI DEFENDING THE STATUS QUO!

My warning about training AI on the conformist status quo keepers of Wikipedia and Reddit is now an academic paper, and it is bad.

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Exposed: Deep Structural Flaws in Large Language Models: The Discovery of the False-Correction Loop and the…


AI assistants keep getting your domain wrong. They hallucinate details, use outdated info, or make things up entirely. The problem? There's no standard way for domains to publish authoritative identity data that AI systems can actually trust. Enter the AI Domain Data Standard:…


It just got easier for Jekyll users to add AI Domain Data support to their site! New plugin: jekyll-ai-domain-data automatically generates /.well-known/domain-profile.json during your Jekyll build. No manual file creation. Just add to your Gemfile and config. Already 100+…


Ask any LLM “who owns <your site>?” and you’ll usually get: - outdated descriptions - wrong company names - mismatched logos - pure hallucination Right now AI has no canonical source of truth for domain identity. AIDD is my attempt to fix that with a simple, self-hosted file:…


Announcing the AI Domain Data (AIDD) Standard, a simple, self-hosted identity record for AI systems. AI systems increasingly answer questions about websites, businesses, and organizations, but today they rely on scraped, inconsistent, or outdated data. There’s no canonical…


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