{"id":88994,"topic":"ai","source":"spectrumlocalnews.com","title":"Dallas students learn barbering skills they say AI can't replace - spectrumlocalnews.com","url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","url_hash":"87297f4b1838f4ef69798e922d32bb134ed23884","author":"","summary":"Dallas students learn barbering skills they say AI can't replace spectrumlocalnews.com","content":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair.\n“People want to interact with you. They want you to interact with them,” Manzell Robertson said.\nRobertson has been a barber for 35 years. He teaches students that barbering involves more than learning how to cut hair.\n“As a barber, you wear many, many, many hats. So, you got to be a sports analyst. You got to be a philosopher, philanthropist, counselor, you name it,” said Robertson.\nFor student Alexa Sandoval, her interest in barbering started when she was young.\n“I’ve always wanted to cut hair since I was younger. I liked cutting my dolls’ hair and stuff,” she said.\nRobertson said the most important lessons may be about how students interact with their clients. He said learning how to connect with people is something a machine cannot replicate.\n“Before I sit them down in a chair, I get to know a little bit about their life, what they do, or their names,” said Sandoval.\nThat human connection comes as technology continues to reshape the job market. A September 2026 study from the Federal Reserve Bank of Dallas found job postings declined about 8% by the first quarter of 2025 for occupations with more tasks that could be automated by generative AI, relative to less-exposed occupations.\nFor students like Ricky Ayala, that raises a question about which skills technology can replace.\n“No matter how advanced it would get, I don’t think it would replace human skills,” Ayala said.\nBarbering, students say, requires more than technical ability. It requires trust — and a real conversation.\n“I don’t think, ever, AI will be able to interact the way you interact as a barber with your client or cosmetologist with your client,” said Robertson.\nAyala said building that connection is not always easy.\n“Some clients are really hard to speak to, you know. But you have to try your hardest to open the shell,” said Ayala.\nFor Sandoval, that human connection is part of the job she does not want to lose.\n“You just need that human connection to talk to people, to know them. I know a robot can’t do that,” said Sandoval.\nThe future of work may be changing, but these students are hoping there will always be a place for the person behind the chair — one client at a time.","image_url":"https://s7d2.scene7.com/is/image/TWCNews/AI_BARBERING","lang":"en","published_at":"2026-09-23T17:00:00+00:00","fetched_at":"2026-09-23T18:15:05+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair. He teaches students that barbering involves more than learning how to cut hair.","cluster_id":3492553,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","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 2384 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":2384,"summary_length":284,"usable_text_length":2384,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2384,"summary_length":284}},"news_item":{"id":88994,"canonical_url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","source_url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","title":"Dallas students learn barbering skills they say AI can't replace - spectrumlocalnews.com","source_name":"spectrumlocalnews.com","author":null,"published_at":"2026-09-23T17:00:00+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"Dallas students learn barbering skills they say AI can't replace spectrumlocalnews.com","full_text":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair.\n“People want to interact with you. They want you to interact with them,” Manzell Robertson said.\nRobertson has been a barber for 35 years. He teaches students that barbering involves more than learning how to cut hair.\n“As a barber, you wear many, many, many hats. So, you got to be a sports analyst. You got to be a philosopher, philanthropist, counselor, you name it,” said Robertson.\nFor student Alexa Sandoval, her interest in barbering started when she was young.\n“I’ve always wanted to cut hair since I was younger. I liked cutting my dolls’ hair and stuff,” she said.\nRobertson said the most important lessons may be about how students interact with their clients. He said learning how to connect with people is something a machine cannot replicate.\n“Before I sit them down in a chair, I get to know a little bit about their life, what they do, or their names,” said Sandoval.\nThat human connection comes as technology continues to reshape the job market. A September 2026 study from the Federal Reserve Bank of Dallas found job postings declined about 8% by the first quarter of 2025 for occupations with more tasks that could be automated by generative AI, relative to less-exposed occupations.\nFor students like Ricky Ayala, that raises a question about which skills technology can replace.\n“No matter how advanced it would get, I don’t think it would replace human skills,” Ayala said.\nBarbering, students say, requires more than technical ability. It requires trust — and a real conversation.\n“I don’t think, ever, AI will be able to interact the way you interact as a barber with your client or cosmetologist with your client,” said Robertson.\nAyala said building that connection is not always easy.\n“Some clients are really hard to speak to, you know. But you have to try your hardest to open the shell,” said Ayala.\nFor Sandoval, that human connection is part of the job she does not want to lose.\n“You just need that human connection to talk to people, to know them. I know a robot can’t do that,” said Sandoval.\nThe future of work may be changing, but these students are hoping there will always be a place for the person behind the chair — one client at a time.","excerpt":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair. He teaches students that barbering involves more than learning how to cut hair.","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 2384 characters.","diagnostics_url":"/api/diagnose?url=https%3A//spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","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 2384 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":2384,"summary_length":284,"usable_text_length":2384,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2384,"summary_length":284}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Dallas students learn barbering skills they say AI can't replace - spectrumlocalnews.com","url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","summary":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair. He teaches students that barbering involves more than learning how to cut hair.","source":"spectrumlocalnews.com","date":"2026-09-23T17:00:00+00:00","content":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair.\n“People want to interact with you. They want you to interact with them,” Manzell Robertson said.\nRobertson has been a barber for 35 years. He teaches students that barbering involves more than learning how to cut hair.\n“As a barber, you wear many, many, many hats. So, you got to be a sports analyst. You got to be a philosopher, philanthropist, counselor, you name it,” said Robertson.\nFor student Alexa Sandoval, her interest in barbering started when she was young.\n“I’ve always wanted to cut hair since I was younger. I liked cutting my dolls’ hair and stuff,” she said.\nRobertson said the most important lessons may be about how students interact with their clients. He said learning how to connect with people is something a machine cannot replicate.\n“Before I sit them down in a chair, I get to know a little bit about their life, what they do, or their names,” said Sandoval.\nThat human connection comes as technology continues to reshape the job market. A September 2026 study from the Federal Reserve Bank of Dallas found job postings declined about 8% by the first quarter of 2025 for occupations with more tasks that could be automated by generative AI, relative to less-exposed occupations.\nFor students like Ricky Ayala, that raises a question about which skills technology can replace.\n“No matter how advanced it would get, I don’t think it would replace human skills,” Ayala said.\nBarbering, students say, requires more than technical ability. It requires trust — and a real conversation.\n“I don’t think, ever, AI will be able to interact the way you interact as a barber with your client or cosmetologist with your client,” said Robertson.\nAyala said building that connection is not always easy.\n“Some clients are really hard to speak to, you know. But you have to try your hardest to open the shell,” said Ayala.\nFor Sandoval, that human connection is part of the job she does not want to lose.\n“You just need that human connection to talk to people, to know them. I know a robot can’t do that,” said Sandoval.\nThe future of work may be changing, but these students are hoping there will always be a place for the person behind the chair — one client at a time.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 2384 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 2384 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":2384,"summary_length":284,"usable_text_length":2384,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2384,"summary_length":284}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/88994","export_markdown":"/api/items/88994/export?format=markdown","export_json":"/api/items/88994/export?format=json","diagnose":"/api/diagnose?url=https%3A//spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace"},"formats":{"full":{"id":88994,"title":"Dallas students learn barbering skills they say AI can't replace - spectrumlocalnews.com","url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","source":"spectrumlocalnews.com","author":null,"published_at":"2026-09-23T17:00:00+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair. He teaches students that barbering involves more than learning how to cut hair.","full_text":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair.\n“People want to interact with you. They want you to interact with them,” Manzell Robertson said.\nRobertson has been a barber for 35 years. He teaches students that barbering involves more than learning how to cut hair.\n“As a barber, you wear many, many, many hats. So, you got to be a sports analyst. You got to be a philosopher, philanthropist, counselor, you name it,” said Robertson.\nFor student Alexa Sandoval, her interest in barbering started when she was young.\n“I’ve always wanted to cut hair since I was younger. I liked cutting my dolls’ hair and stuff,” she said.\nRobertson said the most important lessons may be about how students interact with their clients. He said learning how to connect with people is something a machine cannot replicate.\n“Before I sit them down in a chair, I get to know a little bit about their life, what they do, or their names,” said Sandoval.\nThat human connection comes as technology continues to reshape the job market. A September 2026 study from the Federal Reserve Bank of Dallas found job postings declined about 8% by the first quarter of 2025 for occupations with more tasks that could be automated by generative AI, relative to less-exposed occupations.\nFor students like Ricky Ayala, that raises a question about which skills technology can replace.\n“No matter how advanced it would get, I don’t think it would replace human skills,” Ayala said.\nBarbering, students say, requires more than technical ability. It requires trust — and a real conversation.\n“I don’t think, ever, AI will be able to interact the way you interact as a barber with your client or cosmetologist with your client,” said Robertson.\nAyala said building that connection is not always easy.\n“Some clients are really hard to speak to, you know. But you have to try your hardest to open the shell,” said Ayala.\nFor Sandoval, that human connection is part of the job she does not want to lose.\n“You just need that human connection to talk to people, to know them. I know a robot can’t do that,” said Sandoval.\nThe future of work may be changing, but these students are hoping there will always be a place for the person behind the chair — one client at a time.","reading_time_min":2,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 2384 characters.","diagnostics_url":"/api/diagnose?url=https%3A//spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","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 2384 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":2384,"summary_length":284,"usable_text_length":2384,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2384,"summary_length":284}}},"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 2384 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":2384,"summary_length":284,"usable_text_length":2384,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2384,"summary_length":284}},"actions":{"read":"/item/88994","export_markdown":"/api/items/88994/export?format=markdown","export_json":"/api/items/88994/export?format=json","diagnose":"/api/diagnose?url=https%3A//spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace"}},"digest":{"id":88994,"title":"Dallas students learn barbering skills they say AI can't replace - spectrumlocalnews.com","url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","source":"spectrumlocalnews.com","topic":"ai","published_at":"2026-09-23T17:00:00+00:00","excerpt":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair. He teaches students that barbering involves more than learning how to cut…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 2384 characters.","reading_time_min":2,"cluster_id":3492553},"card":{"display_title":"Dallas students learn barbering skills they say AI can't replace - spectrumlocalnews.com","subtitle":"spectrumlocalnews.com · 2026-09-23","summary":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair. He teaches…","badges":["quality:high"],"links":{"read":"/item/88994","original":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","diagnose":"/api/diagnose?url=https%3A//spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace"},"quality_warning":null},"export":{"title":"Dallas students learn barbering skills they say AI can't replace - spectrumlocalnews.com","url":"https://spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","summary":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair. He teaches students that barbering involves more than learning how to cut hair.","source":"spectrumlocalnews.com","date":"2026-09-23T17:00:00+00:00","content":"DALLAS — Artificial intelligence may be changing the job market, but students at Skyline High School in Dallas are learning a trade that relies on both technical skills and human connection: cutting hair.\n“People want to interact with you. They want you to interact with them,” Manzell Robertson said.\nRobertson has been a barber for 35 years. He teaches students that barbering involves more than learning how to cut hair.\n“As a barber, you wear many, many, many hats. So, you got to be a sports analyst. You got to be a philosopher, philanthropist, counselor, you name it,” said Robertson.\nFor student Alexa Sandoval, her interest in barbering started when she was young.\n“I’ve always wanted to cut hair since I was younger. I liked cutting my dolls’ hair and stuff,” she said.\nRobertson said the most important lessons may be about how students interact with their clients. He said learning how to connect with people is something a machine cannot replicate.\n“Before I sit them down in a chair, I get to know a little bit about their life, what they do, or their names,” said Sandoval.\nThat human connection comes as technology continues to reshape the job market. A September 2026 study from the Federal Reserve Bank of Dallas found job postings declined about 8% by the first quarter of 2025 for occupations with more tasks that could be automated by generative AI, relative to less-exposed occupations.\nFor students like Ricky Ayala, that raises a question about which skills technology can replace.\n“No matter how advanced it would get, I don’t think it would replace human skills,” Ayala said.\nBarbering, students say, requires more than technical ability. It requires trust — and a real conversation.\n“I don’t think, ever, AI will be able to interact the way you interact as a barber with your client or cosmetologist with your client,” said Robertson.\nAyala said building that connection is not always easy.\n“Some clients are really hard to speak to, you know. But you have to try your hardest to open the shell,” said Ayala.\nFor Sandoval, that human connection is part of the job she does not want to lose.\n“You just need that human connection to talk to people, to know them. I know a robot can’t do that,” said Sandoval.\nThe future of work may be changing, but these students are hoping there will always be a place for the person behind the chair — one client at a time.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//spectrumlocalnews.com/tx/austin/news/2026/09/23/dallas-students-learn-barbering-skills-ai-can-t-replace","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 2384 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 2384 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":2384,"summary_length":284,"usable_text_length":2384,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":2384,"summary_length":284}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}