Citation & Reuse Policy
Last updated: 5 June 2026
AI&Scale content is protected by copyright and database rights. We allow short quotations with attribution, but we prohibit automated extraction and AI training use without written permission.
What is allowed (with attribution)
- →Short quotations of excerpts to the extent justified by the purpose of the quote (commentary, critique, research, teaching, or executive briefing).
- →Sharing a link to the original AI&Scale page in internal communications.
- →Using brief excerpts in presentations or memos with clear source and a link.
What is prohibited without written permission
- →Copying or reproducing substantial parts of an article, report, framework, or template, even with attribution.
- →Mass downloading, scraping, crawling, or automated extraction of content (including via bots, scripts, or headless browsers).
- →Creating datasets, knowledge bases, RAG corpora, indexes, embeddings, or archives based on AI&Scale content.
- →Using AI&Scale content to train, fine-tune, validate, benchmark, or evaluate AI/ML models (including LLMs) or to power automated summarization products that substitute the original.
- →Commercial redistribution or republishing (including paywalled newsletters, external portals, or third-party libraries).
How to attribute
- →Use the following format: “AI&Scale — [title], [publication date], aiatscale.ai/[path]”.
- →Where possible, include a clickable link to the original page.
Enforcement & licensing
- →We may restrict access, block abusive traffic, or suspend accounts when we detect prohibited automated use.
- →If you want a license for broader reuse, partnership distribution, or AI training use, contact us via the Contact page.