[{"data":1,"prerenderedAt":75},["ShallowReactive",2],{"press-voice-of-san-diego-southwestern":3},{"id":4,"title":5,"bannerImage":6,"bannerImageAlt":6,"body":7,"category":61,"date":62,"description":56,"excerpt":6,"extension":63,"externalLink":51,"featured":64,"heroImage":6,"heroImageAlt":6,"meta":65,"navigation":66,"path":67,"seo":68,"slug":69,"socialImage":70,"socialImageAlt":71,"source":72,"stem":73,"__hash__":74},"press\u002Fpress\u002F11.voice-of-san-diego-southwestern.md","Voice of San Diego: In battle against AI-powered fraudsters, colleges turn to a new weapon — AI",null,{"type":8,"value":9,"toc":55},"minimark",[10,22,38,46],[11,12,14,15,21],"h2",{"id":13},"a-long-form-look-at-lightleapai-in-the-wild","A long-form look at LightLeapAI ",[16,17,20],"sup",{"className":18},[19],"wordmark-reg","®"," in the wild",[23,24,25,26,33,34,37],"p",{},"Voice of San Diego went deep on Southwestern College's adoption of ",[27,28,29,30],"strong",{},"LightLeapAI ",[16,31,20],{"className":32},[19]," — one of 36 community colleges across 20 districts already deploying the platform at the time of the piece — and interviewed N2N Services CEO ",[27,35,36],{},"Kiran Kodithala"," about how the system identifies synthetic and automated applicants.",[23,39,40,41,45],{},"The piece traces N2N's origins in 2010 (when the founding thesis was \"connect anything to anything\"), the company's pivot into fraud detection in 2023 when community college administrators began asking ",[42,43,44],"em",{},"\"can you detect fraud?\"",", and the funding-formula incentives that have shaped California's fraud landscape.",[23,47,48],{},[49,50,54],"a",{"href":51,"rel":52},"https:\u002F\u002Fvoiceofsandiego.org\u002F2025\u002F04\u002F30\u002Fin-battle-against-ai-powered-fraudsters-colleges-turn-to-new-weapon-ai\u002F",[53],"nofollow","Read the Voice of San Diego feature",{"title":56,"searchDepth":57,"depth":57,"links":58},"",2,[59],{"id":13,"depth":57,"text":60},"A long-form look at LightLeapAI ® in the wild","Feature Interview","2025-04-30","md",false,{},true,"\u002Fpress\u002Fvoice-of-san-diego-southwestern",{"title":5,"description":56},"voice-of-san-diego-southwestern","\u002Fimages\u002Fog\u002Fpress\u002Fog-press-edu-media.jpg","A journalist's workspace — open laptop with a brand-gradient dashboard glow, a reporter's notebook with hand-drawn arrows, a black pen, an empty cup — considered education-media journalism.","Voice of San Diego","press\u002F11.voice-of-san-diego-southwestern","Ti0lsmfBWfeEMKDqbvbs3rF4L2s4YYfytjEGGKLz5Rc",1784545937609]