{"@context":"https://schema.org","@type":"DataCatalog","title":"Maha Research Atlas Catalog","description":"A machine-readable catalog of public Maha Research atlases and their editorial boundaries, source trails, claim ledgers, and expansion criteria.","canonicalUrl":"https://research.mahastrategies.com/atlas","count":2,"validation":{"valid":true,"errors":[],"checkedAt":"2026-07-27"},"publicationGate":["A public atlas requires a canonical path, semantic version, review date, explicit scope, explicit exclusions, and non-zero public claim, concept, and source records.","It must publish machine-readable metadata, claim ledger, and source trail endpoints beneath its own canonical path.","New pages begin as editorial candidates. They become public only after source resolution, status assignment, limitation writing, and a successful production build."],"atlases":[{"id":"de-sitter-swampland","title":"The de Sitter / String Swampland Atlas","shortTitle":"de Sitter / Swampland Atlas","canonicalPath":"/atlas/de-sitter-swampland","description":"A source-first concept map and claim ledger for the de Sitter problem in the string/M-theory swampland program, built from a citation-verified literature map. An educational orientation tool that separates established results from active research, conjecture, and speculative interpretation.","scope":"The de Sitter problem in the string/M-theory swampland program, with a literature map, claim ledger, source trail, and a downloadable context pack.","exclusions":["Does not adjudicate whether string theory admits metastable de Sitter vacua.","Does not claim experimental confirmation of string theory, M-theory, or any swampland conjecture."],"status":"Educational research map · non-peer-reviewed orientation tool","version":"1.2.0","lastReviewed":"2026-07-27","counts":{"claims":12,"concepts":16,"sources":28},"endpoints":[{"label":"Metadata","path":"/atlas/de-sitter-swampland/metadata.json","format":"application/json","url":"https://research.mahastrategies.com/atlas/de-sitter-swampland/metadata.json"},{"label":"Claim ledger","path":"/atlas/de-sitter-swampland/claims.json","format":"application/json","url":"https://research.mahastrategies.com/atlas/de-sitter-swampland/claims.json"},{"label":"Source trail","path":"/atlas/de-sitter-swampland/sources.json","format":"application/json","url":"https://research.mahastrategies.com/atlas/de-sitter-swampland/sources.json"},{"label":"Context pack","path":"/atlas/de-sitter-swampland/context-pack.json","format":"application/json","url":"https://research.mahastrategies.com/atlas/de-sitter-swampland/context-pack.json"},{"label":"Plain-text context","path":"/atlas/de-sitter-swampland/context.txt","format":"text/plain","url":"https://research.mahastrategies.com/atlas/de-sitter-swampland/context.txt"}],"expansionCandidates":["Add source-backed argument and response records only when the underlying literature map is expanded and re-verified.","Treat new camps, interpretations, and observational links as editorial candidates—not pages—until sources and status labels are reviewed."],"canonicalUrl":"https://research.mahastrategies.com/atlas/de-sitter-swampland"},{"id":"synthetic-intelligence","title":"Synthetic Intelligence Atlas","shortTitle":"Synthetic Intelligence Atlas","canonicalPath":"/atlas/synthetic-intelligence","description":"A source-bounded map of large language models, agents, evaluation, and forecasting limits. Each public claim carries sources, a status, and limitations.","scope":"LLM mechanisms and scaling, post-training and inference-time reasoning, tool use and agents, benchmarks, construct validity, evaluation, and the limits of forecasting.","exclusions":["Forecast scenarios and the local methodological audit exhibit are not in the public edition.","Quantum computing, headline benchmark leaderboards, price trajectories, and unreviewed capability forecasts."],"status":"First edition · 22 source-bounded claims","version":"1.0.0","lastReviewed":"2026-07-27","evidenceCutoff":"2026-06-14","counts":{"claims":22,"concepts":18,"sources":33},"endpoints":[{"label":"Metadata","path":"/atlas/synthetic-intelligence/metadata.json","format":"application/json","url":"https://research.mahastrategies.com/atlas/synthetic-intelligence/metadata.json"},{"label":"Claim ledger","path":"/atlas/synthetic-intelligence/claims.json","format":"application/json","url":"https://research.mahastrategies.com/atlas/synthetic-intelligence/claims.json"},{"label":"Source trail","path":"/atlas/synthetic-intelligence/sources.json","format":"application/json","url":"https://research.mahastrategies.com/atlas/synthetic-intelligence/sources.json"},{"label":"Plain-text context","path":"/atlas/synthetic-intelligence/context.txt","format":"text/plain","url":"https://research.mahastrategies.com/atlas/synthetic-intelligence/context.txt"}],"expansionCandidates":["Resolve additional primary sources before adding any claim, source, or concept page.","Keep LLM/agent evaluation separate from a future quantum-computing atlas with its own evidence boundary.","Do not convert benchmark leaderboard changes or provider marketing claims into public pages without independently verified primary evidence."],"canonicalUrl":"https://research.mahastrategies.com/atlas/synthetic-intelligence"}]}