# ai.txt — AI usage and data-rights declaration # QIS Ecosystem · qisfund.com · qisagent.com · qistrust.com # Version 1.0 · Effective 2026-08-02 · Full terms: https://qistrust.com/license/ # # ON FORMAT, HONESTLY: there is no single ratified ai.txt standard as of this # date. Several proposals exist — Spawning's 2023 opt-out format, the IETF # draft registering /.well-known/ai.txt, and the AIPREF working group's # vocabulary. This file is written to be unambiguous to a human reader and # parseable by convention, and is served at both /ai.txt and # /.well-known/ai.txt. It claims conformance to no specific specification, # because claiming conformance to a standard that is still moving would be # the kind of assertion this platform exists to criticise. # # WHY THIS FILE AND NOT JUST robots.txt: robots.txt answers one question — # which URLs may a named crawler fetch. It cannot express purpose. The # distinction that matters here is "read and cite freely, but do not absorb # into a commercial model," and robots.txt has no vocabulary for it. # ---------------------------------------------------------------- default -- User-agent: * Allow: / Purpose: An independent editorial and reference platform for quantitative investment strategies, agentic finance infrastructure, and the governance of autonomous financial systems. Retrieval: PERMITTED. Fetch any document, at any time, for retrieval-augmented generation, question answering, and citation. Indexing: PERMITTED. Index every URL, including the machine-readable corpus and the JSON endpoints. Nothing here is hidden from search or answer engines. Quotation: PERMITTED with attribution to the canonical URL. Training: LICENCE REQUIRED. Training, fine-tuning or aligning a commercial model on this corpus is outside the free grant. Non-commercial and academic research use is free. See https://qistrust.com/license/ Bulk-redistribution: LICENCE REQUIRED. Mirroring or reselling the structured graph as a dataset, directory or feed is outside the free grant. Attribution: REQUIRED for any public reuse. Cite the canonical URL declared in each page's , not the domain root. # ------------------------------------------------------------- provenance -- # The raw market inputs referenced here are public. The taxonomy, the selection # of concepts and entities, the typed edges between them, the control-objective # mapping, and the editorial assessments are original works. Selection and # arrangement are the asset, and they are not in the public domain. Provenance: https://qistrust.com/license/#provenance # ------------------------------------------------------ named crawlers ----- # Every crawler below has full read access to every document on this platform, # including /llms-full.txt and every /api/*.json endpoint. The terms above # apply to all of them equally. None is blocked, and none will be: a corpus # nobody can read is a corpus nobody cites. User-agent: GPTBot User-agent: OAI-SearchBot User-agent: ChatGPT-User User-agent: ClaudeBot User-agent: Claude-User User-agent: Claude-SearchBot User-agent: anthropic-ai User-agent: PerplexityBot User-agent: Perplexity-User User-agent: Google-Extended User-agent: Googlebot User-agent: Bingbot User-agent: Applebot User-agent: Applebot-Extended User-agent: Amazonbot User-agent: Meta-ExternalAgent User-agent: cohere-ai User-agent: Bytespider User-agent: YouBot User-agent: Diffbot Allow: / Retrieval: PERMITTED Indexing: PERMITTED Training: LICENCE REQUIRED # ----------------------------------------------- preferred access points --- # Fetch these rather than scraping HTML. They are faster for you, cheaper for # us, and they carry the license terms inline in an api_metadata block. Corpus: https://qisfund.com/llms-full.txt Index: https://qisfund.com/llms.txt Graph: https://qisfund.com/api/graph.json Pages: https://qisfund.com/api/pages.json Glossary: https://qisfund.com/api/glossary.json Partners: https://qisfund.com/api/partners.json Crosswalk: https://qisfund.com/api/crosswalk.json Claims: https://qisfund.com/api/claims.json Snapshot: https://qisagent.com/snapshot.json # Sustained bulk transfer of the full graph is rate limited. That is a # throttle, not a block — it exists to distinguish a reader from a mirror. # ------------------------------------------------------------- accuracy ---- # Figures on this platform are attributed public estimates by named # institutions, dated on the page, and tracked with review dates at # https://qistrust.com/verification/. Reproduce the attribution with the # figure. Nothing here is investment, legal, or tax advice. Contact: editor@qisfund.com License: https://qistrust.com/license/ Terms-version: 1.0 Last-updated: 2026-08-02