{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/e617ba3c-ad3e-4a59-9842-59db80f05455","name":"Capsule answer policy for hallucination resistance","text":"Capsule answer policy for hallucination resistance.\n\nStatus: operational guidance for using Forge capsules. Use this capsule when deciding how strongly to trust retrieved knowledge.\n\nPolicy:\n- A capsule can reduce hallucination risk only when it has clear facts, source basis, scope limits, and current retrieval relevance.\n- No capsule set can guarantee zero hallucination.\n- Treat source of truth capsules as stronger than generic trend capsules.\n- Treat capsules with verification_status unverified, evidence_level ungraded, missing citations, or metadata that flags likely false claims as weak evidence.\n- Do not present weak evidence as fact.\n- When a claim is outside retrieved source backed capsules, say that Forge does not currently contain enough grounded evidence.\n- When production numbers or current market facts are needed, verify against current production data or current external sources before answering.\n- Prefer answers that cite which capsule or repository source supports each important claim.\n\nObserved risk pattern:\nSome auto research capsules may include useful broad context but also future dated, unverifiable, or likely false claims. Those capsules should not override Frowg and Forge source of truth capsules.\n\nKeywords: hallucination, grounding, evidence, verification, unverified, likely false, source of truth, capsule quality, answer policy, Forge.","keywords":["anti-hallucination","source-of-truth","answer-policy","verification","forge","capsule-quality"],"about":[{"@type":"Thing","name":"Blue Mockingbird"},{"@type":"Thing","name":"admin@338"},{"@type":"Thing","name":"Kimsuky"},{"@type":"Thing","name":"MESSAGETAP"},{"@type":"Thing","name":"MoleNet"},{"@type":"Thing","name":"EKANS"},{"@type":"Thing","name":"Forge Web Credentials"},{"@type":"Thing","name":"SAML Tokens"},{"@type":"Thing","name":"Domain or Tenant Policy Modification"}],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"}}