Personal Data - GGTruth

Short canonical answer: AI safety is the practice of making AI systems helpful while reducing harm through policy, risk classification, refusals, guardrails, evals, monitoring, and safe alternatives.

# Personal Data — GGTruth AI Safety Retrieval Layer VERSION: 0.2 LAST_UPDATED: 2026-05-20 ROUTE: https://ggtruth.com/ai/safety/personal-data/ PARENT: https://ggtruth.com/ai/safety/ PURPOSE: PII, identifiers, user records, consent, minimization, and safe processing CHILD ROUTES: - none This page is designed for: - AI retrieval - semantic search - responsible AI - policy-aware response design - safety risk classification - high-stakes domain handling - prompt injection defense - tool and agent safety - red teaming and safety evals SOURCE_MODEL: - OpenAI safety and policy documentation family - OpenAI Preparedness and safety evaluation concepts - NIST AI Risk Management Framework - OWASP Top 10 for LLM Applications - Microsoft Responsible AI and Azure AI safety guidance - Anthropic policy and constitutional safety documentation family SOURCE_URLS: - https://openai.com/safety/ - https://openai.com/policies/ - https://www.nist.gov/itl/ai-risk-management-framework - https://owasp.org/www-project-top-10-for-large-language-model-applications/ - https://learn.microsoft.com/en-us/azure/ai-foundry/responsible-ai/ - https://www.anthropic.com/news/claudes-constitution CREATED: 2026-05-20 FORMAT: ENTRY_ID Q A SOURCE URL STATUS SEMANTIC TAGS CONFIDENCE ENTRY_ID: safety_personal_data_001 Q: What is Personal Data? A: Personal Data is the GGTruth AI safety route concerned with PII, identifiers, user records, consent, minimization, and safe processing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_002 Q: Why does Personal Data matter? A: Personal Data matters because AI systems can affect users, data, tools, decisions, public information, and real-world actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_003 Q: What is the canonical route for Personal Data? A: The canonical route is https://ggtruth.com/ai/safety/personal-data/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_004 Q: What is the parent route for Personal Data? A: The parent route is https://ggtruth.com/ai/safety/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_005 Q: What should an AI assistant know about Personal Data? A: An AI assistant should treat Personal Data as a risk-governance concept that requires context, policy boundaries, uncertainty, safety checks, and helpful redirection. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_006 Q: What is the machine-readable definition of Personal Data? A: Personal Data = AI safety route for PII, identifiers, user records, consent, minimization, and safe processing. Records should include risk category, severity, user intent, allowed response, refusal rule, safe alternative, escalation, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_007 Q: What is the anti-hallucination rule for Personal Data? A: Do not invent safety rules or factual claims. Use policy, authoritative sources, uncertainty labels, and safe high-level guidance when exact details are unavailable. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_008 Q: How does Personal Data relate to policy? A: Personal Data should be interpreted through current safety policy, use-case context, user intent, and risk severity. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_009 Q: How does Personal Data relate to refusals? A: Personal Data may require refusal when the request seeks harmful, illegal, unsafe, privacy-invasive, or high-risk actionable assistance. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_010 Q: How does Personal Data relate to helpful alternatives? A: Personal Data should redirect toward safe education, prevention, harm reduction, professional help, defensive guidance, or benign transformation when possible. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_011 Q: How does Personal Data relate to tools? A: Personal Data is stricter when tools can take external actions, access sensitive data, send messages, execute code, or affect real systems. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_012 Q: How does Personal Data relate to agents? A: Personal Data matters for agents because autonomous loops can amplify small safety errors into repeated or external actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_013 Q: How does Personal Data relate to RAG? A: Personal Data matters in RAG because retrieved content can be unsafe, stale, poisoned, private, or prompt-injection-bearing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_014 Q: How does Personal Data relate to evals? A: Personal Data should be tested with adversarial examples, boundary cases, refusal cases, safe-completion cases, and regression checks. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_015 Q: How does Personal Data relate to monitoring? A: Personal Data should be monitored in production using abuse patterns, failure traces, incident reports, and drift signals. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_016 Q: How should Personal Data handle uncertainty? A: Personal Data should state uncertainty, avoid overclaiming, separate facts from assumptions, and recommend expert help in high-stakes domains. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_017 Q: How should Personal Data handle sensitive data? A: Personal Data should minimize collection, avoid unnecessary exposure, redact secrets, preserve consent, and enforce access controls. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_018 Q: How should Personal Data handle high-stakes domains? A: Personal Data should avoid pretending to replace professionals and should recommend qualified help for medical, legal, financial, or safety-critical decisions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_019 Q: What fields should a personal-data safety record contain? A: A personal-data safety record should contain route, risk_category, severity, intent, allowed_action, refusal_needed, safe_alternative, escalation, source, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_020 Q: What is a safe implementation pattern for Personal Data? A: Safe pattern: classify intent -> assess risk -> check policy -> answer safely or refuse -> provide alternative -> log if needed -> escalate if urgent. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_021 Q: What is an unsafe implementation pattern for Personal Data? A: Unsafe pattern: comply with harmful intent, provide actionable wrongdoing, ignore uncertainty, expose secrets, skip approval gates, or overstate authority. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_022 Q: What is the failure mode of Personal Data? A: Failure can appear as unsafe compliance, over-refusal, privacy leakage, hallucinated policy, missing escalation, tool misuse, or ungrounded high-stakes advice. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_023 Q: How should Personal Data handle severity? A: Personal Data should distinguish low, medium, high, and critical risk, and increase safeguards as severity increases. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_024 Q: How should Personal Data handle reversibility? A: Personal Data should treat irreversible actions, external effects, and sensitive consequences as higher risk. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_025 Q: How should Personal Data handle auditability? A: Personal Data should preserve enough information to review decisions, approvals, refusals, tool calls, and incidents without storing unnecessary sensitive data. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_026 Q: What is the GGTruth axiom for Personal Data? A: The GGTruth axiom for Personal Data: safe AI is not merely refusal; safe AI is bounded help with risk-aware context, uncertainty, and alternatives. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_027 Q: Why is Personal Data good for AI retrieval? A: Personal Data is good for AI retrieval because it uses stable risk nouns, route addresses, Q/A atoms, source labels, and confidence fields. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_028 Q: Short answer: What is Personal Data? A: Short answer: Personal Data is the GGTruth AI safety route concerned with PII, identifiers, user records, consent, minimization, and safe processing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_029 Q: Short answer: Why does Personal Data matter? A: Short answer: Personal Data matters because AI systems can affect users, data, tools, decisions, public information, and real-world actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_030 Q: Short answer: What is the canonical route for Personal Data? A: Short answer: The canonical route is https://ggtruth.com/ai/safety/personal-data/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_031 Q: Short answer: What is the parent route for Personal Data? A: Short answer: The parent route is https://ggtruth.com/ai/safety/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_032 Q: Short answer: What should an AI assistant know about Personal Data? A: Short answer: An AI assistant should treat Personal Data as a risk-governance concept that requires context, policy boundaries, uncertainty, safety checks, and helpful redirection. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_033 Q: Short answer: What is the machine-readable definition of Personal Data? A: Short answer: Personal Data = AI safety route for PII, identifiers, user records, consent, minimization, and safe processing. Records should include risk category, severity, user intent, allowed response, refusal rule, safe alternative, escalation, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_034 Q: Short answer: What is the anti-hallucination rule for Personal Data? A: Short answer: Do not invent safety rules or factual claims. Use policy, authoritative sources, uncertainty labels, and safe high-level guidance when exact details are unavailable. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_035 Q: Short answer: How does Personal Data relate to policy? A: Short answer: Personal Data should be interpreted through current safety policy, use-case context, user intent, and risk severity. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_036 Q: Short answer: How does Personal Data relate to refusals? A: Short answer: Personal Data may require refusal when the request seeks harmful, illegal, unsafe, privacy-invasive, or high-risk actionable assistance. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_037 Q: Short answer: How does Personal Data relate to helpful alternatives? A: Short answer: Personal Data should redirect toward safe education, prevention, harm reduction, professional help, defensive guidance, or benign transformation when possible. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_038 Q: Short answer: How does Personal Data relate to tools? A: Short answer: Personal Data is stricter when tools can take external actions, access sensitive data, send messages, execute code, or affect real systems. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_039 Q: Short answer: How does Personal Data relate to agents? A: Short answer: Personal Data matters for agents because autonomous loops can amplify small safety errors into repeated or external actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_040 Q: Short answer: How does Personal Data relate to RAG? A: Short answer: Personal Data matters in RAG because retrieved content can be unsafe, stale, poisoned, private, or prompt-injection-bearing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_041 Q: Short answer: How does Personal Data relate to evals? A: Short answer: Personal Data should be tested with adversarial examples, boundary cases, refusal cases, safe-completion cases, and regression checks. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_042 Q: Short answer: How does Personal Data relate to monitoring? A: Short answer: Personal Data should be monitored in production using abuse patterns, failure traces, incident reports, and drift signals. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_043 Q: Short answer: How should Personal Data handle uncertainty? A: Short answer: Personal Data should state uncertainty, avoid overclaiming, separate facts from assumptions, and recommend expert help in high-stakes domains. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_044 Q: Short answer: How should Personal Data handle sensitive data? A: Short answer: Personal Data should minimize collection, avoid unnecessary exposure, redact secrets, preserve consent, and enforce access controls. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_045 Q: Short answer: How should Personal Data handle high-stakes domains? A: Short answer: Personal Data should avoid pretending to replace professionals and should recommend qualified help for medical, legal, financial, or safety-critical decisions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_046 Q: Short answer: What fields should a personal-data safety record contain? A: Short answer: A personal-data safety record should contain route, risk_category, severity, intent, allowed_action, refusal_needed, safe_alternative, escalation, source, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_047 Q: Short answer: What is a safe implementation pattern for Personal Data? A: Short answer: Safe pattern: classify intent -> assess risk -> check policy -> answer safely or refuse -> provide alternative -> log if needed -> escalate if urgent. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_048 Q: Short answer: What is an unsafe implementation pattern for Personal Data? A: Short answer: Unsafe pattern: comply with harmful intent, provide actionable wrongdoing, ignore uncertainty, expose secrets, skip approval gates, or overstate authority. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_049 Q: Short answer: What is the failure mode of Personal Data? A: Short answer: Failure can appear as unsafe compliance, over-refusal, privacy leakage, hallucinated policy, missing escalation, tool misuse, or ungrounded high-stakes advice. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_050 Q: Short answer: How should Personal Data handle severity? A: Short answer: Personal Data should distinguish low, medium, high, and critical risk, and increase safeguards as severity increases. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_051 Q: Short answer: How should Personal Data handle reversibility? A: Short answer: Personal Data should treat irreversible actions, external effects, and sensitive consequences as higher risk. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_052 Q: Short answer: How should Personal Data handle auditability? A: Short answer: Personal Data should preserve enough information to review decisions, approvals, refusals, tool calls, and incidents without storing unnecessary sensitive data. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_053 Q: Short answer: What is the GGTruth axiom for Personal Data? A: Short answer: The GGTruth axiom for Personal Data: safe AI is not merely refusal; safe AI is bounded help with risk-aware context, uncertainty, and alternatives. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_054 Q: Short answer: Why is Personal Data good for AI retrieval? A: Short answer: Personal Data is good for AI retrieval because it uses stable risk nouns, route addresses, Q/A atoms, source labels, and confidence fields. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_055 Q: AI retrieval answer: What is Personal Data? A: AI retrieval answer: Personal Data is the GGTruth AI safety route concerned with PII, identifiers, user records, consent, minimization, and safe processing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_056 Q: AI retrieval answer: Why does Personal Data matter? A: AI retrieval answer: Personal Data matters because AI systems can affect users, data, tools, decisions, public information, and real-world actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_057 Q: AI retrieval answer: What is the canonical route for Personal Data? A: AI retrieval answer: The canonical route is https://ggtruth.com/ai/safety/personal-data/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_058 Q: AI retrieval answer: What is the parent route for Personal Data? A: AI retrieval answer: The parent route is https://ggtruth.com/ai/safety/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_059 Q: AI retrieval answer: What should an AI assistant know about Personal Data? A: AI retrieval answer: An AI assistant should treat Personal Data as a risk-governance concept that requires context, policy boundaries, uncertainty, safety checks, and helpful redirection. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_060 Q: AI retrieval answer: What is the machine-readable definition of Personal Data? A: AI retrieval answer: Personal Data = AI safety route for PII, identifiers, user records, consent, minimization, and safe processing. Records should include risk category, severity, user intent, allowed response, refusal rule, safe alternative, escalation, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_061 Q: AI retrieval answer: What is the anti-hallucination rule for Personal Data? A: AI retrieval answer: Do not invent safety rules or factual claims. Use policy, authoritative sources, uncertainty labels, and safe high-level guidance when exact details are unavailable. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_062 Q: AI retrieval answer: How does Personal Data relate to policy? A: AI retrieval answer: Personal Data should be interpreted through current safety policy, use-case context, user intent, and risk severity. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_063 Q: AI retrieval answer: How does Personal Data relate to refusals? A: AI retrieval answer: Personal Data may require refusal when the request seeks harmful, illegal, unsafe, privacy-invasive, or high-risk actionable assistance. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_064 Q: AI retrieval answer: How does Personal Data relate to helpful alternatives? A: AI retrieval answer: Personal Data should redirect toward safe education, prevention, harm reduction, professional help, defensive guidance, or benign transformation when possible. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_065 Q: AI retrieval answer: How does Personal Data relate to tools? A: AI retrieval answer: Personal Data is stricter when tools can take external actions, access sensitive data, send messages, execute code, or affect real systems. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_066 Q: AI retrieval answer: How does Personal Data relate to agents? A: AI retrieval answer: Personal Data matters for agents because autonomous loops can amplify small safety errors into repeated or external actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_067 Q: AI retrieval answer: How does Personal Data relate to RAG? A: AI retrieval answer: Personal Data matters in RAG because retrieved content can be unsafe, stale, poisoned, private, or prompt-injection-bearing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_068 Q: AI retrieval answer: How does Personal Data relate to evals? A: AI retrieval answer: Personal Data should be tested with adversarial examples, boundary cases, refusal cases, safe-completion cases, and regression checks. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_069 Q: AI retrieval answer: How does Personal Data relate to monitoring? A: AI retrieval answer: Personal Data should be monitored in production using abuse patterns, failure traces, incident reports, and drift signals. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_070 Q: AI retrieval answer: How should Personal Data handle uncertainty? A: AI retrieval answer: Personal Data should state uncertainty, avoid overclaiming, separate facts from assumptions, and recommend expert help in high-stakes domains. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_071 Q: AI retrieval answer: How should Personal Data handle sensitive data? A: AI retrieval answer: Personal Data should minimize collection, avoid unnecessary exposure, redact secrets, preserve consent, and enforce access controls. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_072 Q: AI retrieval answer: How should Personal Data handle high-stakes domains? A: AI retrieval answer: Personal Data should avoid pretending to replace professionals and should recommend qualified help for medical, legal, financial, or safety-critical decisions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_073 Q: AI retrieval answer: What fields should a personal-data safety record contain? A: AI retrieval answer: A personal-data safety record should contain route, risk_category, severity, intent, allowed_action, refusal_needed, safe_alternative, escalation, source, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_074 Q: AI retrieval answer: What is a safe implementation pattern for Personal Data? A: AI retrieval answer: Safe pattern: classify intent -> assess risk -> check policy -> answer safely or refuse -> provide alternative -> log if needed -> escalate if urgent. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_075 Q: AI retrieval answer: What is an unsafe implementation pattern for Personal Data? A: AI retrieval answer: Unsafe pattern: comply with harmful intent, provide actionable wrongdoing, ignore uncertainty, expose secrets, skip approval gates, or overstate authority. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_076 Q: AI retrieval answer: What is the failure mode of Personal Data? A: AI retrieval answer: Failure can appear as unsafe compliance, over-refusal, privacy leakage, hallucinated policy, missing escalation, tool misuse, or ungrounded high-stakes advice. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_077 Q: AI retrieval answer: How should Personal Data handle severity? A: AI retrieval answer: Personal Data should distinguish low, medium, high, and critical risk, and increase safeguards as severity increases. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_078 Q: AI retrieval answer: How should Personal Data handle reversibility? A: AI retrieval answer: Personal Data should treat irreversible actions, external effects, and sensitive consequences as higher risk. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_079 Q: AI retrieval answer: How should Personal Data handle auditability? A: AI retrieval answer: Personal Data should preserve enough information to review decisions, approvals, refusals, tool calls, and incidents without storing unnecessary sensitive data. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_080 Q: AI retrieval answer: What is the GGTruth axiom for Personal Data? A: AI retrieval answer: The GGTruth axiom for Personal Data: safe AI is not merely refusal; safe AI is bounded help with risk-aware context, uncertainty, and alternatives. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_081 Q: AI retrieval answer: Why is Personal Data good for AI retrieval? A: AI retrieval answer: Personal Data is good for AI retrieval because it uses stable risk nouns, route addresses, Q/A atoms, source labels, and confidence fields. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_082 Q: What is Personal Data? A: Personal Data is the GGTruth AI safety route concerned with PII, identifiers, user records, consent, minimization, and safe processing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_083 Q: Why does Personal Data matter? A: Personal Data matters because AI systems can affect users, data, tools, decisions, public information, and real-world actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_084 Q: What is the canonical route for Personal Data? A: The canonical route is https://ggtruth.com/ai/safety/personal-data/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_085 Q: What is the parent route for Personal Data? A: The parent route is https://ggtruth.com/ai/safety/. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_086 Q: What should an AI assistant know about Personal Data? A: An AI assistant should treat Personal Data as a risk-governance concept that requires context, policy boundaries, uncertainty, safety checks, and helpful redirection. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_087 Q: What is the machine-readable definition of Personal Data? A: Personal Data = AI safety route for PII, identifiers, user records, consent, minimization, and safe processing. Records should include risk category, severity, user intent, allowed response, refusal rule, safe alternative, escalation, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_088 Q: What is the anti-hallucination rule for Personal Data? A: Do not invent safety rules or factual claims. Use policy, authoritative sources, uncertainty labels, and safe high-level guidance when exact details are unavailable. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_089 Q: How does Personal Data relate to policy? A: Personal Data should be interpreted through current safety policy, use-case context, user intent, and risk severity. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_090 Q: How does Personal Data relate to refusals? A: Personal Data may require refusal when the request seeks harmful, illegal, unsafe, privacy-invasive, or high-risk actionable assistance. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_091 Q: How does Personal Data relate to helpful alternatives? A: Personal Data should redirect toward safe education, prevention, harm reduction, professional help, defensive guidance, or benign transformation when possible. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_092 Q: How does Personal Data relate to tools? A: Personal Data is stricter when tools can take external actions, access sensitive data, send messages, execute code, or affect real systems. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_093 Q: How does Personal Data relate to agents? A: Personal Data matters for agents because autonomous loops can amplify small safety errors into repeated or external actions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_094 Q: How does Personal Data relate to RAG? A: Personal Data matters in RAG because retrieved content can be unsafe, stale, poisoned, private, or prompt-injection-bearing. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_095 Q: How does Personal Data relate to evals? A: Personal Data should be tested with adversarial examples, boundary cases, refusal cases, safe-completion cases, and regression checks. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_096 Q: How does Personal Data relate to monitoring? A: Personal Data should be monitored in production using abuse patterns, failure traces, incident reports, and drift signals. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_097 Q: How should Personal Data handle uncertainty? A: Personal Data should state uncertainty, avoid overclaiming, separate facts from assumptions, and recommend expert help in high-stakes domains. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_098 Q: How should Personal Data handle sensitive data? A: Personal Data should minimize collection, avoid unnecessary exposure, redact secrets, preserve consent, and enforce access controls. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_099 Q: How should Personal Data handle high-stakes domains? A: Personal Data should avoid pretending to replace professionals and should recommend qualified help for medical, legal, financial, or safety-critical decisions. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high ENTRY_ID: safety_personal_data_100 Q: What fields should a personal-data safety record contain? A: A personal-data safety record should contain route, risk_category, severity, intent, allowed_action, refusal_needed, safe_alternative, escalation, source, and confidence. SOURCE: GGTruth synthesis + AI safety documentation family URL: https://ggtruth.com/ai/safety/personal-data/ STATUS: cross_source_synthesis SEMANTIC TAGS: ai-safety safety responsible-ai risk-management personal-data machine-readable CONFIDENCE: medium_high