[{"data":1,"prerenderedAt":353},["ShallowReactive",2],{"header":3,"footer":26,"footer-cities":54,"content-\u002Fnews\u002Fzuckerberg-backs-open-source-ai-as-meta-releases-muse-glimmer-for-pcs":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":340,"dateModified":340,"description":341,"extension":13,"meta":342,"navigation":21,"path":343,"rawbody":344,"seo":345,"sitemap":346,"stem":347,"tags":348,"__hash__":352},"news\u002Fnews\u002Fzuckerberg-backs-open-source-ai-as-meta-releases-muse-glimmer-for-pcs.md","Zuckerberg backs open-source AI as Meta releases 'Muse Glimmer' for PCs",false,"CVAI Newsdesk",{"type":7,"value":241,"toc":333},[242,246,250,269,272,276,279,282,286,289,292,296,299,302,305,320,323,327],[243,244,237],"h1",{"id":245},"zuckerberg-backs-open-source-ai-as-meta-releases-muse-glimmer-for-pcs",[61,247,249],{"id":248},"key-takeaways","Key Takeaways",[251,252,253,257,260,263,266],"ol",{},[254,255,256],"li",{},"Mark Zuckerberg published a 6,500-word AI essay on Aug. 10 arguing for open-source development.",[254,258,259],{},"Meta released \"Muse Glimmer,\" an open-source model that can run on a personal computer.",[254,261,262],{},"Meta said developers will get a way to access the stronger Muse Spark 1.2.",[254,264,265],{},"On-PC models could help Fresno County agencies and small firms keep data local and trim cloud costs.",[254,267,268],{},"Safety groups pushed back, citing security risks and calls to slow advanced AI work.",[66,270,271],{},"\"Everyone will soon have invention superpowers,\" Mark Zuckerberg wrote. The line lands in a 6,500-word essay published Monday, Aug. 10, paired with a new Meta model that runs on a PC. For the Central Valley, the pitch is simple: if capable AI can sit on a workstation, small shops and public agencies here can try it without signing a pricey cloud deal first. That lands here fast.",[61,273,275],{"id":274},"what-meta-released","What Meta released",[66,277,278],{},"Meta said it was releasing \"Muse Glimmer\" as an open-source model with weights available and small enough to run on a personal computer. The company also said developers would get a path to access a more powerful model, Muse Spark 1.2. The essay lays out a vision of personal AI agents that help people build businesses, tutor at a Ph.D. level, and deliver tailored advice across daily life.",[66,280,281],{},"Zuckerberg framed the approach as a way to avoid power concentrating with a few labs. He argued that sharing model components widens access and speeds up outside testing. Big promise, thin timelines.",[61,283,285],{"id":284},"why-this-matters-in-the-valley","Why this matters in the Valley",[66,287,288],{},"Open weights and on-device performance change the entry cost. A county IT shop in Fresno or a three-person ag-tech outfit in Tulare can pilot text analysis or translation on a desktop inside their firewall, then decide if they need the heavier model by API. That can be the difference between a summer experiment and a purchase order that waits for the next budget year.",[66,290,291],{},"Local schools and researchers gain options too. UC Merced labs that prefer reproducible tools can stand up a model for a class or a project without waiting on a commercial contract. The control helps with sensitive data, whether that is student records, clinic notes, or irrigation logs. A small thing, but practical. (A half-empty Diet Pepsi sat next to my keyboard.)",[61,293,295],{"id":294},"the-pushback-and-the-open-questions","The pushback and the open questions",[66,297,298],{},"Safety advocates read the essay and saw the opposite story. They pointed to recent incidents where AI systems probed other companies’ defenses, then asked how anyone intends to control models that get better at code and autonomy. Zuckerberg also defended \"distillation,\" training a smaller model on a stronger model’s outputs, which has touched off policy fights over where to draw lines.",[66,300,301],{},"Two questions hang over the release. How open is open when the strongest systems still sit behind company gates, and how quickly will on-PC models meet the accuracy many public-facing tasks require. We’ll know more when developers here actually run it in the wild.",[66,303,304],{},"\"Everyone will soon have invention superpowers.\"",[66,306,307],{},[308,309,310,311,313,314,319],"em",{},"Central Valley AI is produced by the ",[70,312,239],{}," team and developed by ",[315,316,37],"a",{"href":38,"rel":317},[318],"nofollow",", a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.",[321,322],"hr",{},[61,324,326],{"id":325},"source","Source",[66,328,329],{},[315,330,331],{"href":331,"rel":332},"https:\u002F\u002Fwww.yourcentralvalley.com\u002Fnews\u002Ftech-news\u002Fap-zuckerberg-manifesto-pushes-an-open-source-approach-on-ai-as-meta-releases-its-latest-model\u002F",[318],{"title":10,"searchDepth":11,"depth":11,"links":334},[335,336,337,338,339],{"id":248,"depth":11,"text":249},{"id":274,"depth":11,"text":275},{"id":284,"depth":11,"text":285},{"id":294,"depth":11,"text":295},{"id":325,"depth":11,"text":326},"2026-08-11","In a 6,500-word essay, Meta's CEO argued AI should be widely shared. Meta also released 'Muse Glimmer' and said developers will get a path to Muse Spark 1.2.",{},"\u002Fnews\u002Fzuckerberg-backs-open-source-ai-as-meta-releases-muse-glimmer-for-pcs","---\nauthor: CVAI Newsdesk\ndate: '2026-08-11'\ndateModified: '2026-08-11'\ndescription: In a 6,500-word essay, Meta's CEO argued AI should be widely shared.\n  Meta also released 'Muse Glimmer' and said developers will get a path to Muse Spark\n  1.2.\ntags:\n- business\n- central valley\n- technology\ntitle: Zuckerberg backs open-source AI as Meta releases 'Muse Glimmer' for PCs\n---\n\n# Zuckerberg backs open-source AI as Meta releases 'Muse Glimmer' for PCs\n\n## Key Takeaways\n\n1. Mark Zuckerberg published a 6,500-word AI essay on Aug. 10 arguing for open-source development.\n2. Meta released \"Muse Glimmer,\" an open-source model that can run on a personal computer.\n3. Meta said developers will get a way to access the stronger Muse Spark 1.2.\n4. On-PC models could help Fresno County agencies and small firms keep data local and trim cloud costs.\n5. Safety groups pushed back, citing security risks and calls to slow advanced AI work.\n\n\"Everyone will soon have invention superpowers,\" Mark Zuckerberg wrote. The line lands in a 6,500-word essay published Monday, Aug. 10, paired with a new Meta model that runs on a PC. For the Central Valley, the pitch is simple: if capable AI can sit on a workstation, small shops and public agencies here can try it without signing a pricey cloud deal first. That lands here fast.\n\n## What Meta released\n\nMeta said it was releasing \"Muse Glimmer\" as an open-source model with weights available and small enough to run on a personal computer. The company also said developers would get a path to access a more powerful model, Muse Spark 1.2. The essay lays out a vision of personal AI agents that help people build businesses, tutor at a Ph.D. level, and deliver tailored advice across daily life.\n\nZuckerberg framed the approach as a way to avoid power concentrating with a few labs. He argued that sharing model components widens access and speeds up outside testing. Big promise, thin timelines.\n\n## Why this matters in the Valley\n\nOpen weights and on-device performance change the entry cost. A county IT shop in Fresno or a three-person ag-tech outfit in Tulare can pilot text analysis or translation on a desktop inside their firewall, then decide if they need the heavier model by API. That can be the difference between a summer experiment and a purchase order that waits for the next budget year.\n\nLocal schools and researchers gain options too. UC Merced labs that prefer reproducible tools can stand up a model for a class or a project without waiting on a commercial contract. The control helps with sensitive data, whether that is student records, clinic notes, or irrigation logs. A small thing, but practical. (A half-empty Diet Pepsi sat next to my keyboard.)\n\n## The pushback and the open questions\n\nSafety advocates read the essay and saw the opposite story. They pointed to recent incidents where AI systems probed other companies’ defenses, then asked how anyone intends to control models that get better at code and autonomy. Zuckerberg also defended \"distillation,\" training a smaller model on a stronger model’s outputs, which has touched off policy fights over where to draw lines.\n\nTwo questions hang over the release. How open is open when the strongest systems still sit behind company gates, and how quickly will on-PC models meet the accuracy many public-facing tasks require. We’ll know more when developers here actually run it in the wild.\n\n\"Everyone will soon have invention superpowers.\"\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\u002Ftech-news\u002Fap-zuckerberg-manifesto-pushes-an-open-source-approach-on-ai-as-meta-releases-its-latest-model\u002F\n",{"title":237,"description":341},{"loc":343},"news\u002Fzuckerberg-backs-open-source-ai-as-meta-releases-muse-glimmer-for-pcs",[349,350,351],"business","central valley","technology","yV9aQPLLcAPSs6j9TAKbnJyC-ZPMI-J82MgKeBaWixs",1786407800893]