[{"data":1,"prerenderedAt":353},["ShallowReactive",2],{"header":3,"footer":26,"footer-cities":54,"content-\u002Fnews\u002Fas-schools-teach-ai-literacy-fresno-unified-warns-keep-student-data-out":235},{"id":4,"title":5,"body":6,"description":10,"extension":13,"links":14,"meta":20,"navigation":21,"path":22,"seo":23,"stem":24,"__hash__":25},"header\u002Fheader.md","Central Valley AI",{"type":7,"value":8,"toc":9},"minimark",[],{"title":10,"searchDepth":11,"depth":11,"links":12},"",2,[],"md",[15],{"label":16,"to":17,"icon":19},"News",{"path":18},"\u002Fnews\u002F","mdi-newspaper-variant-outline",{},true,"\u002Fheader",{"title":5,"description":10},"header","ceT4J-WxxOBdbhRC-UD3fo0Npu7vWt2o2B9b_LURPmE",{"id":27,"title":28,"body":29,"copyright":33,"description":10,"developedBy":34,"extension":13,"links":41,"meta":49,"navigation":21,"path":50,"seo":51,"stem":52,"__hash__":53},"footer\u002Ffooter.md","Footer",{"type":7,"value":30,"toc":31},[],{"title":10,"searchDepth":11,"depth":11,"links":32},[],"© {year} All rights reserved.",{"label":35,"link":36},"Developed by",{"label":37,"to":38,"target":39,"logo":40},"Kaweah Tech","https:\u002F\u002Fkaweah.tech","_blank","https:\u002F\u002Fassets.kaweah.tech\u002Flogo-black-on-transparent-tight.svg",[42,43,46],{"label":16,"to":18},{"label":44,"to":45},"About","\u002Fabout\u002F",{"label":47,"to":48},"Privacy Policy","\u002Fprivacy-policy\u002F",{},"\u002Ffooter",{"description":10},"footer","Ras2AGS8Wuda4aBPrbAbOivaxIsAoDbo9SNCA0w554g",[55,85,123,154,181,208],{"id":56,"title":57,"body":58,"county":77,"description":10,"extension":13,"intro":78,"meta":79,"navigation":21,"path":80,"seo":81,"stem":82,"tag":83,"__hash__":84},"cities\u002Fcities\u002Fbakersfield.md","Bakersfield",{"type":7,"value":59,"toc":74},[60,65],[61,62,64],"h2",{"id":63},"ai-in-bakersfield","AI in Bakersfield",[66,67,68,69,73],"p",{},"Bakersfield's AI conversation sits at the intersection of municipal government, the ",[70,71,72],"strong",{},"California State University Bakersfield"," community, and the energy and ag operators that drive Kern County's economy. The city was an early mover on AI-assisted permitting and has been a recurring backdrop for parent- and teacher-led debates about classroom AI use. Articles below follow specific Bakersfield initiatives, public-meeting decisions, and Kern County workforce stories — and how they reflect national AI trends from a regional vantage point.",{"title":10,"searchDepth":11,"depth":11,"links":75},[76],{"id":63,"depth":11,"text":64},"Kern County","Bakersfield and the surrounding Kern County are home to some of the most concrete AI-in-government experiments in the Central Valley, from instant municipal permitting to school-district debates about classroom AI. Coverage on this page tracks how AI is reshaping public services, education, and the energy and agriculture economies that dominate the region.",{},"\u002Fcities\u002Fbakersfield",{"title":57,"description":10},"cities\u002Fbakersfield","bakersfield","ozFL4HvDA_g7UrRE1mHbKqcS-vDLwbiH9JWVh3rB2Ac",{"id":86,"title":87,"body":88,"county":115,"description":10,"extension":13,"intro":116,"meta":117,"navigation":21,"path":118,"seo":119,"stem":120,"tag":121,"__hash__":122},"cities\u002Fcities\u002Ffresno.md","Fresno",{"type":7,"value":89,"toc":112},[90,94,109],[61,91,93],{"id":92},"ai-in-fresno","AI in Fresno",[66,95,96,97,100,101,104,105,108],{},"Fresno's AI story spans several distinct ecosystems. ",[70,98,99],{},"Fresno State"," and the ",[70,102,103],{},"California State University"," system anchor a workforce-readiness push, while local ",[70,106,107],{},"Fresno Unified School District"," debates around responsible use have made the city a recurring reference point in California's K-12 AI conversation. The city's economic base in agriculture, healthcare, and public services means most AI adoption stories here are about applied uses rather than model development — a different posture than coastal tech hubs but arguably more consequential for the people living here.",[66,110,111],{},"Use the articles below to follow how AI is showing up in Fresno-area institutions and businesses.",{"title":10,"searchDepth":11,"depth":11,"links":113},[114],{"id":92,"depth":11,"text":93},"Fresno County","Fresno is the largest city in California's Central Valley and the regional center for AI adoption across agriculture, healthcare, higher education, and small business. Coverage on this page tracks how AI is being applied — and contested — in and around the city of Fresno and Fresno County.",{},"\u002Fcities\u002Ffresno",{"title":87,"description":10},"cities\u002Ffresno","fresno","gOL2xk8y9t9OV6PPxP02OjYhZFHC_Cg-VGijh_V93dI",{"id":124,"title":125,"body":126,"county":146,"description":10,"extension":13,"intro":147,"meta":148,"navigation":21,"path":149,"seo":150,"stem":151,"tag":152,"__hash__":153},"cities\u002Fcities\u002Fmerced.md","Merced",{"type":7,"value":127,"toc":143},[128,132],[61,129,131],{"id":130},"ai-in-merced","AI in Merced",[66,133,134,135,138,139,142],{},"Merced is a research-heavy node in the Central Valley AI ecosystem. ",[70,136,137],{},"UC Merced"," faculty appear in national conversations about AI safety, autonomous vehicles, climate modeling, and pediatric health applications, while the ",[70,140,141],{},"Merced Unified School District"," and surrounding county institutions navigate the same K-12 and workforce questions the rest of the Valley faces. The articles below cover both the campus research story and the broader applied uses around the city and county.",{"title":10,"searchDepth":11,"depth":11,"links":144},[145],{"id":130,"depth":11,"text":131},"Merced County","Merced punches above its weight in AI research, anchored by UC Merced — a leading West Coast hub for AI in agriculture, climate, autonomous systems, and health. Coverage on this page tracks both academic research coming out of the campus and how AI is showing up across Merced's schools, businesses, and county institutions.",{},"\u002Fcities\u002Fmerced",{"title":125,"description":10},"cities\u002Fmerced","merced","pSWWlEzMdcv2_RZrUKdkEHU3bixNboePGdHbSdd1m34",{"id":155,"title":156,"body":157,"county":173,"description":10,"extension":13,"intro":174,"meta":175,"navigation":21,"path":176,"seo":177,"stem":178,"tag":179,"__hash__":180},"cities\u002Fcities\u002Fmodesto.md","Modesto",{"type":7,"value":158,"toc":170},[159,163],[61,160,162],{"id":161},"ai-in-modesto","AI in Modesto",[66,164,165,166,169],{},"Modesto's AI conversation tends to combine ag-tech adoption stories with workforce-readiness questions for the city's small and mid-sized employers. ",[70,167,168],{},"CSU Stanislaus"," and the regional community college network shape the higher-ed angle. Coverage below follows Modesto-area AI announcements and the wider Stanislaus County context.",{"title":10,"searchDepth":11,"depth":11,"links":171},[172],{"id":161,"depth":11,"text":162},"Stanislaus County","Modesto and Stanislaus County sit between the Bay Area and the southern Valley, and their AI story reflects that bridging role — from agriculture and food processing to the **California State University Stanislaus** community to small businesses adapting to AI-driven changes in marketing, hiring, and operations.",{},"\u002Fcities\u002Fmodesto",{"title":156,"description":10},"cities\u002Fmodesto","modesto","l75Dc40MX8wTb4lD088Yx9we4ypuDwmcvE-uEdqqREc",{"id":182,"title":183,"body":184,"county":200,"description":10,"extension":13,"intro":201,"meta":202,"navigation":21,"path":203,"seo":204,"stem":205,"tag":206,"__hash__":207},"cities\u002Fcities\u002Fstockton.md","Stockton",{"type":7,"value":185,"toc":197},[186,190],[61,187,189],{"id":188},"ai-in-stockton","AI in Stockton",[66,191,192,193,196],{},"Stockton's economic base in logistics, healthcare, and higher education gives the city a different AI profile than the southern Valley. ",[70,194,195],{},"University of the Pacific"," anchors the academic conversation, while San Joaquin County government, hospitals, and warehouse operators are navigating practical adoption questions: cost, training, security, workforce impact. The articles below track Stockton-area AI announcements and the broader San Joaquin County context.",{"title":10,"searchDepth":11,"depth":11,"links":198},[199],{"id":188,"depth":11,"text":189},"San Joaquin County","Stockton and San Joaquin County sit at the northern edge of the Central Valley, where logistics, healthcare, and the University of the Pacific shape the local AI adoption story. Coverage on this page follows how AI is being put to work — and questioned — across San Joaquin County's institutions, employers, and public services.",{},"\u002Fcities\u002Fstockton",{"title":183,"description":10},"cities\u002Fstockton","stockton","TYEBK9akp2HbpAFmYY67FeKt7Rs7L8tvtYeQBtgJAHw",{"id":209,"title":210,"body":211,"county":227,"description":10,"extension":13,"intro":228,"meta":229,"navigation":21,"path":230,"seo":231,"stem":232,"tag":233,"__hash__":234},"cities\u002Fcities\u002Fvisalia.md","Visalia",{"type":7,"value":212,"toc":224},[213,217],[61,214,216],{"id":215},"ai-in-visalia","AI in Visalia",[66,218,219,220,223],{},"Visalia's AI footprint is grounded in the practical adoption stories that come with a Tulare County economy built around agriculture, food processing, and rural healthcare. ",[70,221,222],{},"College of the Sequoias"," and the surrounding K-12 districts anchor the education conversation. The articles below cover Visalia-area AI developments and the Tulare County context, with a focus on applied uses rather than research or model development.",{"title":10,"searchDepth":11,"depth":11,"links":225},[226],{"id":215,"depth":11,"text":216},"Tulare County","Visalia is the largest city in Tulare County and a center for agriculture, healthcare, and county-government services in the southern Central Valley. Coverage on this page tracks how AI is being adopted across Tulare County's schools, hospitals, ag operations, and small business community.",{},"\u002Fcities\u002Fvisalia",{"title":210,"description":10},"cities\u002Fvisalia","visalia","gN4g7aAl-cqD4FfSTgtTAarltUoKLh8NFlPzCbZngqU",{"id":236,"title":237,"archived":238,"author":239,"body":240,"date":341,"dateModified":341,"description":342,"extension":13,"meta":343,"navigation":21,"path":344,"rawbody":345,"seo":346,"sitemap":347,"stem":348,"tags":349,"__hash__":352},"news\u002Fnews\u002Fas-schools-teach-ai-literacy-fresno-unified-warns-keep-student-data-out.md","As schools teach AI literacy, Fresno Unified warns: keep student data out",false,"Daniel Hsu",{"type":7,"value":241,"toc":334},[242,246,250,266,269,272,276,279,283,286,289,292,296,299,302,305,321,324,328],[243,244,237],"h1",{"id":245},"as-schools-teach-ai-literacy-fresno-unified-warns-keep-student-data-out",[61,247,249],{"id":248},"key-takeaways","Key Takeaways",[251,252,253,257,260,263],"ol",{},[254,255,256],"li",{},"An AP report finds districts adding AI literacy lessons that highlight chatbots’ errors and privacy risks.",[254,258,259],{},"Fresno Unified’s guidance tells staff to never enter student names or IDs into public AI tools.",[254,261,262],{},"Tulare County Office of Education offered K-12 trainings on using AI to build ELPAC-aligned materials.",[254,264,265],{},"Kern High School District purchased Copyleaks for AI detection and integrity checks in 2025-26.",[66,267,268],{},"The instructor asked a chatbot to \"create a map of the world.\" Laptops glowed in a high school auditorium as teachers traded glances at what it got wrong. A blue Expo cap rolled under the projector cart. The point was simple: teach kids to verify AI with real sources, and to keep their information safe.",[66,270,271],{},"Why it matters here: Central Valley classrooms will meet those same questions this fall. Fresno Unified has posted guardrails that ban putting any student identifiers into public AI tools, and Tulare County’s office trained teachers to build ELPAC-aligned lessons with AI for English learners.",[61,273,275],{"id":274},"what-the-new-lessons-try-to-teach","What the new lessons try to teach",[66,277,278],{},"The AP describes districts using short, scenario-based lessons that show how a chatbot can cite fake studies with confidence, then asks students to cross-check claims and talk through bias. Brookings researcher Rebecca Winthrop frames good AI literacy as knowing when not to use it. One teacher, Ray Knauer, put it this way: \"You can’t just get an answer and move on. You have to use analytical skills and dig deeper.\"",[61,280,282],{"id":281},"where-valley-districts-are-right-now","Where Valley districts are right now",[66,284,285],{},"Fresno Unified’s information technology page calls AI a tool that can help when used safely, then spells out the rule: don’t paste names, IDs or sensitive data into public chatbots like ChatGPT or Gemini. It links the guidance to the district AUP and privacy laws teachers already know from annual trainings. That’s a practical starting point for K-12, not a wholesale rewrite.",[66,287,288],{},"Tulare County Office of Education folded AI into English learner support last school year. Its two-day session, \"Artificial Intelligence and the ELPAC: Pathways to Reclassification,\" coached K-12 teachers on generating practice prompts and differentiated reading passages without uploading student PII. The county scheduled follow-ups into February 2026.",[66,290,291],{},"In Kern County, the high school district bought Copyleaks for Independence High in 2025-26 to check writing for plagiarism and AI use, a reminder that classroom conversations about AI literacy will land next to academic honesty rules kids already live with.",[61,293,295],{"id":294},"what-students-are-likely-to-see-in-class","What students are likely to see in class",[66,297,298],{},"Expect more in-class writing, quick oral defenses of sources, and warm-up routines that separate brainstorming help from ghostwriting. Teachers will show how to ask for citations, then verify them in library databases, because that’s where the work sticks.",[66,300,301],{},"For Fresno Unified specifically, the privacy line is bright: no student identifiers in public tools, period. Staff who want to try AI for lesson prep will keep it generic, strip out names, and stick close to the AUP. But kids will still ask the hard questions.",[66,303,304],{},"\"We’re all trying to figure this out right now,\" Knauer said. \"You can’t just get an answer and move on. You have to use analytical skills and dig deeper.\"",[66,306,307],{},[308,309,310,311,314,315,320],"em",{},"Central Valley AI is produced by the ",[70,312,313],{},"CVAI Newsdesk"," team and developed by ",[316,317,37],"a",{"href":38,"rel":318},[319],"nofollow",", a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.",[322,323],"hr",{},[61,325,327],{"id":326},"source","Source",[66,329,330],{},[316,331,332],{"href":332,"rel":333},"https:\u002F\u002Fwww.yourcentralvalley.com\u002Fnews\u002Fbusiness\u002Fap-schools-are-starting-to-teach-ai-literacy-for-many-that-means-helping-kids-see-chatbots-flaws\u002F",[319],{"title":10,"searchDepth":11,"depth":11,"links":335},[336,337,338,339,340],{"id":248,"depth":11,"text":249},{"id":274,"depth":11,"text":275},{"id":281,"depth":11,"text":282},{"id":294,"depth":11,"text":295},{"id":326,"depth":11,"text":327},"2026-08-25","An AP report spotlights districts teaching kids to doubt chatbots. Locally, Fresno Unified posts 'no PII in prompts' guidance while Tulare County trains teachers.",{},"\u002Fnews\u002Fas-schools-teach-ai-literacy-fresno-unified-warns-keep-student-data-out","---\nauthor: Daniel Hsu\ndate: '2026-08-25'\ndateModified: '2026-08-25'\ndescription: An AP report spotlights districts teaching kids to doubt chatbots. Locally,\n  Fresno Unified posts 'no PII in prompts' guidance while Tulare County trains teachers.\ntags:\n- education\n- fresno\n- policy\ntitle: 'As schools teach AI literacy, Fresno Unified warns: keep student data out'\n---\n\n# As schools teach AI literacy, Fresno Unified warns: keep student data out\n\n## Key Takeaways\n\n1. An AP report finds districts adding AI literacy lessons that highlight chatbots’ errors and privacy risks.\n2. Fresno Unified’s guidance tells staff to never enter student names or IDs into public AI tools.\n3. Tulare County Office of Education offered K-12 trainings on using AI to build ELPAC-aligned materials.\n4. Kern High School District purchased Copyleaks for AI detection and integrity checks in 2025-26.\n\nThe instructor asked a chatbot to \"create a map of the world.\" Laptops glowed in a high school auditorium as teachers traded glances at what it got wrong. A blue Expo cap rolled under the projector cart. The point was simple: teach kids to verify AI with real sources, and to keep their information safe.\n\nWhy it matters here: Central Valley classrooms will meet those same questions this fall. Fresno Unified has posted guardrails that ban putting any student identifiers into public AI tools, and Tulare County’s office trained teachers to build ELPAC-aligned lessons with AI for English learners.\n\n## What the new lessons try to teach\n\nThe AP describes districts using short, scenario-based lessons that show how a chatbot can cite fake studies with confidence, then asks students to cross-check claims and talk through bias. Brookings researcher Rebecca Winthrop frames good AI literacy as knowing when not to use it. One teacher, Ray Knauer, put it this way: \"You can’t just get an answer and move on. You have to use analytical skills and dig deeper.\"\n\n## Where Valley districts are right now\n\nFresno Unified’s information technology page calls AI a tool that can help when used safely, then spells out the rule: don’t paste names, IDs or sensitive data into public chatbots like ChatGPT or Gemini. It links the guidance to the district AUP and privacy laws teachers already know from annual trainings. That’s a practical starting point for K-12, not a wholesale rewrite.\n\nTulare County Office of Education folded AI into English learner support last school year. Its two-day session, \"Artificial Intelligence and the ELPAC: Pathways to Reclassification,\" coached K-12 teachers on generating practice prompts and differentiated reading passages without uploading student PII. The county scheduled follow-ups into February 2026.\n\nIn Kern County, the high school district bought Copyleaks for Independence High in 2025-26 to check writing for plagiarism and AI use, a reminder that classroom conversations about AI literacy will land next to academic honesty rules kids already live with.\n\n## What students are likely to see in class\n\nExpect more in-class writing, quick oral defenses of sources, and warm-up routines that separate brainstorming help from ghostwriting. Teachers will show how to ask for citations, then verify them in library databases, because that’s where the work sticks.\n\nFor Fresno Unified specifically, the privacy line is bright: no student identifiers in public tools, period. Staff who want to try AI for lesson prep will keep it generic, strip out names, and stick close to the AUP. But kids will still ask the hard questions.\n\n\"We’re all trying to figure this out right now,\" Knauer said. \"You can’t just get an answer and move on. You have to use analytical skills and dig deeper.\"\n\n*Central Valley AI is produced by the **CVAI Newsdesk** team and developed by [Kaweah Tech](https:\u002F\u002Fkaweah.tech), a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.*\n\n---\n\n## Source\n\nhttps:\u002F\u002Fwww.yourcentralvalley.com\u002Fnews\u002Fbusiness\u002Fap-schools-are-starting-to-teach-ai-literacy-for-many-that-means-helping-kids-see-chatbots-flaws\u002F\n",{"title":237,"description":342},{"loc":344},"news\u002Fas-schools-teach-ai-literacy-fresno-unified-warns-keep-student-data-out",[350,121,351],"education","policy","NDSUXfKsyc0aOCbEg0d9mowQufOygzYvyn4ju6CvilM",1787617030297]