[{"data":1,"prerenderedAt":360},["ShallowReactive",2],{"header":3,"footer":26,"footer-cities":54,"content-\u002Fnews\u002Ffresno-county-districts-test-ai-with-guardrails-from-copilot-to-teacher-training":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":348,"dateModified":348,"description":349,"extension":13,"meta":350,"navigation":21,"path":351,"rawbody":352,"seo":353,"sitemap":354,"stem":355,"tags":356,"__hash__":359},"news\u002Fnews\u002Ffresno-county-districts-test-ai-with-guardrails-from-copilot-to-teacher-training.md","Fresno County districts test AI with guardrails, from Copilot to teacher training",false,"CVAI Education Desk",{"type":7,"value":241,"toc":340},[242,246,250,269,272,275,279,282,285,288,292,295,298,302,305,309,312,327,330,334],[243,244,237],"h1",{"id":245},"fresno-county-districts-test-ai-with-guardrails-from-copilot-to-teacher-training",[61,247,249],{"id":248},"key-takeaways","Key Takeaways",[251,252,253,257,260,263,266],"ol",{},[254,255,256],"li",{},"Fresno Unified used Microsoft Copilot after student writing to give grammar feedback and spark questions, according to Superintendent Misty Her.",[254,258,259],{},"Clovis Unified is training educators on responsible AI use, Superintendent Corrine Folmer said.",[254,261,262],{},"Selma Unified is rolling AI out slowly to students after starting with staff, Superintendent Edward Gomes said.",[254,264,265],{},"Sanger Unified stressed AI should support learning, not replace student work, Superintendent Dennis Wiechmann said.",[254,267,268],{},"California’s AB 2876 directs the state to consider AI literacy in future math, science and history-social science frameworks.",[66,270,271],{},"The room smelled faintly of dry‑erase marker. Misty Her told me about a Fresno Unified lesson where kids drafted their own writing, then asked Microsoft Copilot for grammar feedback and help generating deeper questions about the text. \"All the hands went up in the room,\" she said. The point, she added, was to get quieter students talking without handing them the answers.",[66,273,274],{},"That’s the shape of AI in Fresno County classrooms right now, measured and classroom‑first. Districts from Fresno Unified to Sanger Unified are not tossing chatbots at kids. They’re setting guardrails, training adults, and testing where AI can lift participation or speed feedback without cutting corners.",[61,276,278],{"id":277},"what-districts-are-doing-now","What districts are doing now",[66,280,281],{},"Fresno Unified’s message to teachers is to teach responsible use and keep AI after the thinking. Her pointed to English learners who tried Copilot once they had a draft, using it for grammar checks and better questions that kept a discussion moving. Kids noticed.",[66,283,284],{},"Clovis Unified is running training on appropriate and career‑connected uses so teachers can decide when AI helps and when it gets in the way, Superintendent Corrine Folmer said. The theme is simple, use with guidelines and responsibility.",[66,286,287],{},"Selma Unified is moving slower with students, starting with administrators and teachers first. Superintendent Edward Gomes said the district wants to be careful about how AI shows up in student hands. Sanger Unified leaders said some student programs already include AI, but the focus is making sure tools support, not substitute, the work kids need to do.",[61,289,291],{"id":290},"why-this-matters-in-fresno-classrooms","Why this matters in Fresno classrooms",[66,293,294],{},"Teachers in Fresno County already juggle MTSS plans, LCAP goals, and average daily attendance pressure. A tool that nudges a reluctant eighth grader to ask a text‑based question or helps a ninth grader clean up subject‑verb agreement after a draft can save minutes that become an extra conference or a second read. Small, but you could feel the shift.",[66,296,297],{},"Clovis Unified’s push to train educators now also lines up with what I’ve heard at CSU Fresno and UC Merced briefings this fall, where faculty say entrants need more practice critiquing AI outputs, not just producing them. The common thread is teacher control of the task, the rubric, the timing.",[61,299,301],{"id":300},"what-state-rules-require","What state rules require",[66,303,304],{},"California’s AB 2876 doesn’t tell a fifth grade teacher at Lincoln Elementary which app to open on Tuesday morning. It does tell Sacramento’s curriculum writers to consider AI literacy the next time they update math, science, and history‑social science frameworks. That means future state‑adopted materials are more likely to include lessons on how AI works, where it falls short, and how to use it ethically, which matters when Fresno Unified and Clovis Unified pick textbooks.",[61,306,308],{"id":307},"the-line-districts-keep-repeating","The line districts keep repeating",[66,310,311],{},"Sanger Unified’s Dennis Wiechmann put the boundary plainly: use AI to support learning, not to shortchange it. The quote is short for a reason. Teachers know what that looks like.",[66,313,314],{},[315,316,317,318,320,321,326],"em",{},"Central Valley AI is produced by the ",[70,319,239],{}," team and developed by ",[322,323,37],"a",{"href":38,"rel":324},[325],"nofollow",", a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.",[328,329],"hr",{},[61,331,333],{"id":332},"source","Source",[66,335,336],{},[322,337,338],{"href":338,"rel":339},"https:\u002F\u002Fkmph.com\u002Fnews\u002Flocal\u002Ffresno-county-school-districts-weigh-benefits-and-risks-of-ai-in-classrooms",[325],{"title":10,"searchDepth":11,"depth":11,"links":341},[342,343,344,345,346,347],{"id":248,"depth":11,"text":249},{"id":277,"depth":11,"text":278},{"id":290,"depth":11,"text":291},{"id":300,"depth":11,"text":301},{"id":307,"depth":11,"text":308},{"id":332,"depth":11,"text":333},"2026-10-10","Fresno Unified, Clovis Unified, Selma Unified and Sanger Unified outline early AI use in classrooms. Leaders say the goal is support, not shortcuts.",{},"\u002Fnews\u002Ffresno-county-districts-test-ai-with-guardrails-from-copilot-to-teacher-training","---\nauthor: CVAI Education Desk\ndate: '2026-10-10'\ndateModified: '2026-10-10'\ndescription: Fresno Unified, Clovis Unified, Selma Unified and Sanger Unified outline\n  early AI use in classrooms. Leaders say the goal is support, not shortcuts.\ntags:\n- education\n- fresno\n- policy\ntitle: Fresno County districts test AI with guardrails, from Copilot to teacher training\n---\n\n# Fresno County districts test AI with guardrails, from Copilot to teacher training\n\n## Key Takeaways\n\n1. Fresno Unified used Microsoft Copilot after student writing to give grammar feedback and spark questions, according to Superintendent Misty Her.\n2. Clovis Unified is training educators on responsible AI use, Superintendent Corrine Folmer said.\n3. Selma Unified is rolling AI out slowly to students after starting with staff, Superintendent Edward Gomes said.\n4. Sanger Unified stressed AI should support learning, not replace student work, Superintendent Dennis Wiechmann said.\n5. California’s AB 2876 directs the state to consider AI literacy in future math, science and history-social science frameworks.\n\nThe room smelled faintly of dry‑erase marker. Misty Her told me about a Fresno Unified lesson where kids drafted their own writing, then asked Microsoft Copilot for grammar feedback and help generating deeper questions about the text. \"All the hands went up in the room,\" she said. The point, she added, was to get quieter students talking without handing them the answers.\n\nThat’s the shape of AI in Fresno County classrooms right now, measured and classroom‑first. Districts from Fresno Unified to Sanger Unified are not tossing chatbots at kids. They’re setting guardrails, training adults, and testing where AI can lift participation or speed feedback without cutting corners.\n\n## What districts are doing now\n\nFresno Unified’s message to teachers is to teach responsible use and keep AI after the thinking. Her pointed to English learners who tried Copilot once they had a draft, using it for grammar checks and better questions that kept a discussion moving. Kids noticed.\n\nClovis Unified is running training on appropriate and career‑connected uses so teachers can decide when AI helps and when it gets in the way, Superintendent Corrine Folmer said. The theme is simple, use with guidelines and responsibility.\n\nSelma Unified is moving slower with students, starting with administrators and teachers first. Superintendent Edward Gomes said the district wants to be careful about how AI shows up in student hands. Sanger Unified leaders said some student programs already include AI, but the focus is making sure tools support, not substitute, the work kids need to do.\n\n## Why this matters in Fresno classrooms\n\nTeachers in Fresno County already juggle MTSS plans, LCAP goals, and average daily attendance pressure. A tool that nudges a reluctant eighth grader to ask a text‑based question or helps a ninth grader clean up subject‑verb agreement after a draft can save minutes that become an extra conference or a second read. Small, but you could feel the shift.\n\nClovis Unified’s push to train educators now also lines up with what I’ve heard at CSU Fresno and UC Merced briefings this fall, where faculty say entrants need more practice critiquing AI outputs, not just producing them. The common thread is teacher control of the task, the rubric, the timing.\n\n## What state rules require\n\nCalifornia’s AB 2876 doesn’t tell a fifth grade teacher at Lincoln Elementary which app to open on Tuesday morning. It does tell Sacramento’s curriculum writers to consider AI literacy the next time they update math, science, and history‑social science frameworks. That means future state‑adopted materials are more likely to include lessons on how AI works, where it falls short, and how to use it ethically, which matters when Fresno Unified and Clovis Unified pick textbooks.\n\n## The line districts keep repeating\n\nSanger Unified’s Dennis Wiechmann put the boundary plainly: use AI to support learning, not to shortchange it. The quote is short for a reason. Teachers know what that looks like.\n\n*Central Valley AI is produced by the **CVAI Education Desk** 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\u002Fkmph.com\u002Fnews\u002Flocal\u002Ffresno-county-school-districts-weigh-benefits-and-risks-of-ai-in-classrooms\n",{"title":237,"description":349},{"loc":351},"news\u002Ffresno-county-districts-test-ai-with-guardrails-from-copilot-to-teacher-training",[357,121,358],"education","policy","TbzhxPXKmVc28gxvKo_d-7PNUSTo1A82oB8ioOVcCi4",1791592551594]