Leading  AI  robotics  Image  Tools 

home page / AI NEWS / text

??Columbia Dropouts Raise $5.3M for Cluely AI: The Controversial "Smart Cheating" Assistant?

time:2025-04-25 18:44:09 browse:150

Two Columbia University computer science dropouts have secured $5.3 million in seed funding for Cluely AI, a real-time assistance tool that's sparking heated debates about academic integrity. The startup, founded by 21-year-olds Chungin "Roy" Lee and Neel Shanmugam, uses advanced screen capture and local AI processing to deliver undetectable support during exams, interviews, and professional assessments. Backed by Abstract Ventures and Susa Ventures, Cluely has already generated $3M ARR since its April 2025 launch, with TechCrunch calling it "the calculator moment for Gen-Z professionals".

1. From Academic Misconduct to Silicon Valley Success

The origins of Cluely AI trace back to January 2025, when Roy Lee developed an interview cheating tool that helped him secure an Amazon internship. After facing disciplinary action from Columbia University, Lee and co-founder Neel Shanmugam dropped out and joined San Francisco's Z Fellows accelerator.      The current version of Cluely features three core capabilities:

?? Real-time exam solutions via OCR screen capture

?? AI-generated interview answers through local Whisper processing

?? Undetectable text injection mimicking human typing patterns

Technical Architecture: How It Evades Detection

Unlike browser-based competitors, Cluely operates at the system level using:

  • 1. ScreenCaptureKit API: Captures low-resolution screen frames to bypass proctoring software

  • 2. Local LLM Processing: Runs quantized Mistral-7B models for answer generation

  • 3. SwiftUI Overlays: Displays solutions in system-level windows invisible to remote observers

2. The Ethics Debate: Innovation vs. Integrity

?? Educator Concerns

Columbia's CS Department Chair Dr. Amelia Chen states: "Tools like Cluely undermine assessment validity. We're developing blockchain-based proctoring systems in response".

?? Founder Defense

Lee counters: "Just as calculators changed math education, AI assistance will force industries to value critical thinking over memorization".

Market Traction & Business Model

Despite controversies, Cluely has attracted 18,000 active users with:

  • ?? $20/month individual subscription

  • ?? $100/seat enterprise package

  • ?? Free trial offering 5 "assistance credits"

3. Investor Perspective: Why VCs Backed the Controversy

Abstract Ventures partner Mark Johnson explains their investment: "The core technology powering Cluely has legitimate applications in remote work training and customer support".      Key metrics driving investor confidence include:

"Cluely's revenue grew faster than ChatGPT's early trajectory - that signals fundamental market need."

– TechCrunch Startup Analyst

Key Takeaways

  • ? $5.3M seed round from top-tier Silicon Valley investors

  • ? macOS-native architecture evading current detection methods

  • ? Active debate about redefining professional competency metrics

  • ? Planned expansion into real-time language translation Q3 2025


See More Content about AI NEWS

Lovely:

comment:

Welcome to comment or express your views

主站蜘蛛池模板: 一二三四在线视频社区8| 精品久久人人妻人人做精品| 四虎地址8848最新章节| 欧美军人男男同videos可播放| 欧美性xxxxx极品人妖| 久久久青草青青国产亚洲免观| 办公室震动揉弄求求你| 日本丰满岳乱妇在线观看| 精品一区二区久久久久久久网站| 久久6这里只有精品| 亚洲深深色噜噜狠狠爱网站| 国产成人精品怡红院| 工囗番漫画全彩无遮拦老师| 欧美丰满熟妇XXXX性ppX人交| 色噜噜狠狠色综合日日| 91色视频网站| 中文字幕视频不卡| 亚洲av日韩精品久久久久久久| 国产美女在线免费观看| 日产中文字乱码卡一卡二视频| 色欲精品国产一区二区三区AV| 97色伦图片97综合影院久久| 亚洲av成人一区二区三区在线观看 | 亚洲美女一区二区三区| 天天躁夜夜踩狠狠踩2022| 最新亚洲精品国自产在线观看| 真实国产乱子伦在线视频不卡 | 人人澡人人爽人人| 国产韩国精品一区二区三区| 成人福利视频app| 狠狠躁夜夜躁人人爽天天天天97| 色欲综合久久中文字幕网| 800av在线播放| 97亚洲熟妇自偷自拍另类图片| 三上悠亚亚洲一区高清| 久久久无码一区二区三区| 亚洲av综合色区无码专区桃色| 亚洲精品第五页中文字幕| 免费黄色大片网站| 国产成人精品97| 嫩草影院在线入口|