{"id":37602,"topic":"ai","source":"News On 6","title":"Can you trust AI for legal advice? Tulsa attorney explains the risks - News On 6","url":"https://www.newson6.com/business/ai-legal-advice-tulsa","url_hash":"3f0a6604dab093b123829e0087abb5e3a929f757","author":"","summary":"Can you trust AI for legal advice? Tulsa attorney explains the risks News On 6","content":"Artificial intelligence has become a popular tool for everything from writing emails to planning vacations, but can it be trusted for legal advice?\nTulsa attorney Lashandra Peoples-Johnson says AI can be helpful, but it should never replace advice from a qualified attorney or careful legal research. She joined News On 6 at 9 a.m. to explain how lawyers use AI, the risks of relying on it and when the technology can be beneficial.\nHow lawyers are using AI\nPeoples-Johnson said attorneys are increasingly using AI to improve efficiency, particularly during the early stages of legal research.\n“It provides very good information,” she said.\nRather than replacing traditional research, she said AI serves as a starting point by identifying statutes, case law and other legal resources. Attorneys must then verify whether the information is accurate, current and applies to a client’s specific case.\nThat verification process also includes determining whether a case is binding in the appropriate jurisdiction.\nFor example, a case from New York may address a similar legal issue, but an Oklahoma court would generally rely on applicable Oklahoma law.\nWhat are AI “hallucinations”?\nOne of the biggest concerns with artificial intelligence is what experts call an AI hallucination.\nPeoples-Johnson said hallucinations occur when AI confidently provides information that simply isn’t true.\nThat can include fake court cases, nonexistent statutes or inaccurate legal precedent that appears legitimate to someone unfamiliar with the law.\n“It looks real,” she said. “People who are not attorneys can go and use this as real law thinking that it’s real because it looks real.”\nBecause most people haven’t been trained to verify legal authorities, those mistakes can be difficult to recognize.\nWhat could happen if you rely on AI-generated legal advice?\nUsing incorrect legal information can have serious consequences for both attorneys and people representing themselves in court.\nPeoples-Johnson pointed to the 2023 case Mata v. Avianca, in which a New York attorney was sanctioned after submitting legal filings that cited court cases generated by ChatGPT that did not exist.\nShe said judges don’t prohibit attorneys from using AI, but they do expect lawyers to verify every citation and legal authority before presenting it in court.\nThat same expectation often applies to people representing themselves.\nFailing to verify AI-generated information could result in sanctions, weaken a legal case or even cause someone to lose important legal rights.\nCommon risks for consumers using AI\nPeoples-Johnson said relying too heavily on AI for legal guidance can create several problems, including:\n- Filing the wrong paperwork.\n- Missing court deadlines or statutes of limitation.\n- Using outdated laws or legal requirements.\n- Accidentally waiving important legal rights because AI relied on old information.\nShe said laws change frequently, and AI may not always provide the most current legal information.\nBe careful what you share with AI\nPeople should also think twice before entering sensitive legal information into an AI platform.\nPeoples-Johnson said users should understand how an AI service handles their information before sharing details about an active legal matter.\nSensitive personal or case information may not always be protected the way conversations with an attorney are.\nWhen AI can be helpful\nDespite the risks, Peoples-Johnson said artificial intelligence can still be a valuable tool when used appropriately.\nShe recommends using AI to:\n- Explain complex legal concepts in plain language.\n- Organize documents and timelines.\n- Help prepare questions to ask an attorney.\n- Create a rough draft of legal documents before having an attorney review them.\nShe said AI works best as a research and organizational tool, not as a substitute for legal advice.\n“Get it started and then have an attorney verify that it’s correct and kind of tweak it,” she said.\nWhile AI continues to reshape many professions, Peoples-Johnson said one principle remains unchanged: Always verify legal information before relying on it in court or making important legal decisions.","image_url":"https://cdn.griffin.news/dims4/default/6338f9b/2147483647/strip/true/crop/1920x1080+0+0/resize/1440x810!/format/webp/quality/90/?url=https%3A%2F%2Ffueltools-prod01-public.fuelmedia.io%2F91fa9954-d7e6-483b-9fc0-19e5940628a5%2F20260715%2F5e22cb60-7381-49b7-8155-4a3aa499f99a%2Fthumbnail_20260715142226708.jpg","lang":"en","published_at":"2026-07-15T15:12:53+00:00","fetched_at":"2026-07-15T17:15:04+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"Artificial intelligence has become a popular tool for everything from writing emails to planning vacations, but can it be trusted for legal advice? Tulsa attorney Lashandra Peoples-Johnson says AI can be helpful, but it should never replace advice from a qualified attorney or careful legal research.","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.newson6.com/business/ai-legal-advice-tulsa","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 4162 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":4162,"summary_length":300,"usable_text_length":4162,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":4162,"summary_length":300}},"news_item":{"id":37602,"canonical_url":"https://www.newson6.com/business/ai-legal-advice-tulsa","source_url":"https://www.newson6.com/business/ai-legal-advice-tulsa","title":"Can you trust AI for legal advice? Tulsa attorney explains the risks - News On 6","source_name":"News On 6","author":null,"published_at":"2026-07-15T15:12:53+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"Can you trust AI for legal advice? Tulsa attorney explains the risks News On 6","full_text":"Artificial intelligence has become a popular tool for everything from writing emails to planning vacations, but can it be trusted for legal advice?\nTulsa attorney Lashandra Peoples-Johnson says AI can be helpful, but it should never replace advice from a qualified attorney or careful legal research. She joined News On 6 at 9 a.m. to explain how lawyers use AI, the risks of relying on it and when the technology can be beneficial.\nHow lawyers are using AI\nPeoples-Johnson said attorneys are increasingly using AI to improve efficiency, particularly during the early stages of legal research.\n“It provides very good information,” she said.\nRather than replacing traditional research, she said AI serves as a starting point by identifying statutes, case law and other legal resources. Attorneys must then verify whether the information is accurate, current and applies to a client’s specific case.\nThat verification process also includes determining whether a case is binding in the appropriate jurisdiction.\nFor example, a case from New York may address a similar legal issue, but an Oklahoma court would generally rely on applicable Oklahoma law.\nWhat are AI “hallucinations”?\nOne of the biggest concerns with artificial intelligence is what experts call an AI hallucination.\nPeoples-Johnson said hallucinations occur when AI confidently provides information that simply isn’t true.\nThat can include fake court cases, nonexistent statutes or inaccurate legal precedent that appears legitimate to someone unfamiliar with the law.\n“It looks real,” she said. “People who are not attorneys can go and use this as real law thinking that it’s real because it looks real.”\nBecause most people haven’t been trained to verify legal authorities, those mistakes can be difficult to recognize.\nWhat could happen if you rely on AI-generated legal advice?\nUsing incorrect legal information can have serious consequences for both attorneys and people representing themselves in court.\nPeoples-Johnson pointed to the 2023 case Mata v. Avianca, in which a New York attorney was sanctioned after submitting legal filings that cited court cases generated by ChatGPT that did not exist.\nShe said judges don’t prohibit attorneys from using AI, but they do expect lawyers to verify every citation and legal authority before presenting it in court.\nThat same expectation often applies to people representing themselves.\nFailing to verify AI-generated information could result in sanctions, weaken a legal case or even cause someone to lose important legal rights.\nCommon risks for consumers using AI\nPeoples-Johnson said relying too heavily on AI for legal guidance can create several problems, including:\n- Filing the wrong paperwork.\n- Missing court deadlines or statutes of limitation.\n- Using outdated laws or legal requirements.\n- Accidentally waiving important legal rights because AI relied on old information.\nShe said laws change frequently, and AI may not always provide the most current legal information.\nBe careful what you share with AI\nPeople should also think twice before entering sensitive legal information into an AI platform.\nPeoples-Johnson said users should understand how an AI service handles their information before sharing details about an active legal matter.\nSensitive personal or case information may not always be protected the way conversations with an attorney are.\nWhen AI can be helpful\nDespite the risks, Peoples-Johnson said artificial intelligence can still be a valuable tool when used appropriately.\nShe recommends using AI to:\n- Explain complex legal concepts in plain language.\n- Organize documents and timelines.\n- Help prepare questions to ask an attorney.\n- Create a rough draft of legal documents before having an attorney review them.\nShe said AI works best as a research and organizational tool, not as a substitute for legal advice.\n“Get it started and then have an attorney verify that it’s correct and kind of tweak it,” she said.\nWhile AI continues to reshape many professions, Peoples-Johnson said one principle remains unchanged: Always verify legal information before relying on it in court or making important legal decisions.","excerpt":"Artificial intelligence has become a popular tool for everything from writing emails to planning vacations, but can it be trusted for legal advice? Tulsa attorney Lashandra Peoples-Johnson says AI can be helpful, but it should never replace advice from a qualified attorney or careful legal research.","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 4162 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.newson6.com/business/ai-legal-advice-tulsa","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 4162 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":4162,"summary_length":300,"usable_text_length":4162,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":4162,"summary_length":300}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Can you trust AI for legal advice? 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She joined News On 6 at 9 a.m. to explain how lawyers use AI, the risks of relying on it and when the technology can be beneficial.\nHow lawyers are using AI\nPeoples-Johnson said attorneys are increasingly using AI to improve efficiency, particularly during the early stages of legal research.\n“It provides very good information,” she said.\nRather than replacing traditional research, she said AI serves as a starting point by identifying statutes, case law and other legal resources. Attorneys must then verify whether the information is accurate, current and applies to a client’s specific case.\nThat verification process also includes determining whether a case is binding in the appropriate jurisdiction.\nFor example, a case from New York may address a similar legal issue, but an Oklahoma court would generally rely on applicable Oklahoma law.\nWhat are AI “hallucinations”?\nOne of the biggest concerns with artificial intelligence is what experts call an AI hallucination.\nPeoples-Johnson said hallucinations occur when AI confidently provides information that simply isn’t true.\nThat can include fake court cases, nonexistent statutes or inaccurate legal precedent that appears legitimate to someone unfamiliar with the law.\n“It looks real,” she said. “People who are not attorneys can go and use this as real law thinking that it’s real because it looks real.”\nBecause most people haven’t been trained to verify legal authorities, those mistakes can be difficult to recognize.\nWhat could happen if you rely on AI-generated legal advice?\nUsing incorrect legal information can have serious consequences for both attorneys and people representing themselves in court.\nPeoples-Johnson pointed to the 2023 case Mata v. Avianca, in which a New York attorney was sanctioned after submitting legal filings that cited court cases generated by ChatGPT that did not exist.\nShe said judges don’t prohibit attorneys from using AI, but they do expect lawyers to verify every citation and legal authority before presenting it in court.\nThat same expectation often applies to people representing themselves.\nFailing to verify AI-generated information could result in sanctions, weaken a legal case or even cause someone to lose important legal rights.\nCommon risks for consumers using AI\nPeoples-Johnson said relying too heavily on AI for legal guidance can create several problems, including:\n- Filing the wrong paperwork.\n- Missing court deadlines or statutes of limitation.\n- Using outdated laws or legal requirements.\n- Accidentally waiving important legal rights because AI relied on old information.\nShe said laws change frequently, and AI may not always provide the most current legal information.\nBe careful what you share with AI\nPeople should also think twice before entering sensitive legal information into an AI platform.\nPeoples-Johnson said users should understand how an AI service handles their information before sharing details about an active legal matter.\nSensitive personal or case information may not always be protected the way conversations with an attorney are.\nWhen AI can be helpful\nDespite the risks, Peoples-Johnson said artificial intelligence can still be a valuable tool when used appropriately.\nShe recommends using AI to:\n- Explain complex legal concepts in plain language.\n- Organize documents and timelines.\n- Help prepare questions to ask an attorney.\n- Create a rough draft of legal documents before having an attorney review them.\nShe said AI works best as a research and organizational tool, not as a substitute for legal advice.\n“Get it started and then have an attorney verify that it’s correct and kind of tweak it,” she said.\nWhile AI continues to reshape many professions, Peoples-Johnson said one principle remains unchanged: Always verify legal information before relying on it in court or making important legal decisions.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.newson6.com/business/ai-legal-advice-tulsa","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 4162 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 4162 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":4162,"summary_length":300,"usable_text_length":4162,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":4162,"summary_length":300}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/37602","export_markdown":"/api/items/37602/export?format=markdown","export_json":"/api/items/37602/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.newson6.com/business/ai-legal-advice-tulsa"},"formats":{"full":{"id":37602,"title":"Can you trust AI for legal advice? Tulsa attorney explains the risks - News On 6","url":"https://www.newson6.com/business/ai-legal-advice-tulsa","source":"News On 6","author":null,"published_at":"2026-07-15T15:12:53+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"Artificial intelligence has become a popular tool for everything from writing emails to planning vacations, but can it be trusted for legal advice? Tulsa attorney Lashandra Peoples-Johnson says AI can be helpful, but it should never replace advice from a qualified attorney or careful legal research.","full_text":"Artificial intelligence has become a popular tool for everything from writing emails to planning vacations, but can it be trusted for legal advice?\nTulsa attorney Lashandra Peoples-Johnson says AI can be helpful, but it should never replace advice from a qualified attorney or careful legal research. She joined News On 6 at 9 a.m. to explain how lawyers use AI, the risks of relying on it and when the technology can be beneficial.\nHow lawyers are using AI\nPeoples-Johnson said attorneys are increasingly using AI to improve efficiency, particularly during the early stages of legal research.\n“It provides very good information,” she said.\nRather than replacing traditional research, she said AI serves as a starting point by identifying statutes, case law and other legal resources. Attorneys must then verify whether the information is accurate, current and applies to a client’s specific case.\nThat verification process also includes determining whether a case is binding in the appropriate jurisdiction.\nFor example, a case from New York may address a similar legal issue, but an Oklahoma court would generally rely on applicable Oklahoma law.\nWhat are AI “hallucinations”?\nOne of the biggest concerns with artificial intelligence is what experts call an AI hallucination.\nPeoples-Johnson said hallucinations occur when AI confidently provides information that simply isn’t true.\nThat can include fake court cases, nonexistent statutes or inaccurate legal precedent that appears legitimate to someone unfamiliar with the law.\n“It looks real,” she said. “People who are not attorneys can go and use this as real law thinking that it’s real because it looks real.”\nBecause most people haven’t been trained to verify legal authorities, those mistakes can be difficult to recognize.\nWhat could happen if you rely on AI-generated legal advice?\nUsing incorrect legal information can have serious consequences for both attorneys and people representing themselves in court.\nPeoples-Johnson pointed to the 2023 case Mata v. Avianca, in which a New York attorney was sanctioned after submitting legal filings that cited court cases generated by ChatGPT that did not exist.\nShe said judges don’t prohibit attorneys from using AI, but they do expect lawyers to verify every citation and legal authority before presenting it in court.\nThat same expectation often applies to people representing themselves.\nFailing to verify AI-generated information could result in sanctions, weaken a legal case or even cause someone to lose important legal rights.\nCommon risks for consumers using AI\nPeoples-Johnson said relying too heavily on AI for legal guidance can create several problems, including:\n- Filing the wrong paperwork.\n- Missing court deadlines or statutes of limitation.\n- Using outdated laws or legal requirements.\n- Accidentally waiving important legal rights because AI relied on old information.\nShe said laws change frequently, and AI may not always provide the most current legal information.\nBe careful what you share with AI\nPeople should also think twice before entering sensitive legal information into an AI platform.\nPeoples-Johnson said users should understand how an AI service handles their information before sharing details about an active legal matter.\nSensitive personal or case information may not always be protected the way conversations with an attorney are.\nWhen AI can be helpful\nDespite the risks, Peoples-Johnson said artificial intelligence can still be a valuable tool when used appropriately.\nShe recommends using AI to:\n- Explain complex legal concepts in plain language.\n- Organize documents and timelines.\n- Help prepare questions to ask an attorney.\n- Create a rough draft of legal documents before having an attorney review them.\nShe said AI works best as a research and organizational tool, not as a substitute for legal advice.\n“Get it started and then have an attorney verify that it’s correct and kind of tweak it,” she said.\nWhile AI continues to reshape many professions, Peoples-Johnson said one principle remains unchanged: Always verify legal information before relying on it in court or making important legal decisions.","reading_time_min":3,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 4162 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.newson6.com/business/ai-legal-advice-tulsa","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 4162 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":4162,"summary_length":300,"usable_text_length":4162,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":4162,"summary_length":300}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 4162 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":4162,"summary_length":300,"usable_text_length":4162,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":4162,"summary_length":300}},"actions":{"read":"/item/37602","export_markdown":"/api/items/37602/export?format=markdown","export_json":"/api/items/37602/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.newson6.com/business/ai-legal-advice-tulsa"}},"digest":{"id":37602,"title":"Can you trust AI for legal advice? 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She joined News On 6 at 9 a.m. to explain how lawyers use AI, the risks of relying on it and when the technology can be beneficial.\nHow lawyers are using AI\nPeoples-Johnson said attorneys are increasingly using AI to improve efficiency, particularly during the early stages of legal research.\n“It provides very good information,” she said.\nRather than replacing traditional research, she said AI serves as a starting point by identifying statutes, case law and other legal resources. Attorneys must then verify whether the information is accurate, current and applies to a client’s specific case.\nThat verification process also includes determining whether a case is binding in the appropriate jurisdiction.\nFor example, a case from New York may address a similar legal issue, but an Oklahoma court would generally rely on applicable Oklahoma law.\nWhat are AI “hallucinations”?\nOne of the biggest concerns with artificial intelligence is what experts call an AI hallucination.\nPeoples-Johnson said hallucinations occur when AI confidently provides information that simply isn’t true.\nThat can include fake court cases, nonexistent statutes or inaccurate legal precedent that appears legitimate to someone unfamiliar with the law.\n“It looks real,” she said. “People who are not attorneys can go and use this as real law thinking that it’s real because it looks real.”\nBecause most people haven’t been trained to verify legal authorities, those mistakes can be difficult to recognize.\nWhat could happen if you rely on AI-generated legal advice?\nUsing incorrect legal information can have serious consequences for both attorneys and people representing themselves in court.\nPeoples-Johnson pointed to the 2023 case Mata v. Avianca, in which a New York attorney was sanctioned after submitting legal filings that cited court cases generated by ChatGPT that did not exist.\nShe said judges don’t prohibit attorneys from using AI, but they do expect lawyers to verify every citation and legal authority before presenting it in court.\nThat same expectation often applies to people representing themselves.\nFailing to verify AI-generated information could result in sanctions, weaken a legal case or even cause someone to lose important legal rights.\nCommon risks for consumers using AI\nPeoples-Johnson said relying too heavily on AI for legal guidance can create several problems, including:\n- Filing the wrong paperwork.\n- Missing court deadlines or statutes of limitation.\n- Using outdated laws or legal requirements.\n- Accidentally waiving important legal rights because AI relied on old information.\nShe said laws change frequently, and AI may not always provide the most current legal information.\nBe careful what you share with AI\nPeople should also think twice before entering sensitive legal information into an AI platform.\nPeoples-Johnson said users should understand how an AI service handles their information before sharing details about an active legal matter.\nSensitive personal or case information may not always be protected the way conversations with an attorney are.\nWhen AI can be helpful\nDespite the risks, Peoples-Johnson said artificial intelligence can still be a valuable tool when used appropriately.\nShe recommends using AI to:\n- Explain complex legal concepts in plain language.\n- Organize documents and timelines.\n- Help prepare questions to ask an attorney.\n- Create a rough draft of legal documents before having an attorney review them.\nShe said AI works best as a research and organizational tool, not as a substitute for legal advice.\n“Get it started and then have an attorney verify that it’s correct and kind of tweak it,” she said.\nWhile AI continues to reshape many professions, Peoples-Johnson said one principle remains unchanged: Always verify legal information before relying on it in court or making important legal decisions.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.newson6.com/business/ai-legal-advice-tulsa","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 4162 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 4162 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":4162,"summary_length":300,"usable_text_length":4162,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":4162,"summary_length":300}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}