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:228

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: 亚洲福利一区二区精品秒拍| 国产欧美日韩专区| 亚洲精品国产精品国自产网站| 999在线视频精品免费播放观看| 欧美日本在线观看| 国产精品久久久久久久久久免费 | 焰灵姬下面夹得好紧| 国产高清自产拍av在线| 国产真实乱xxxav| 久久综合久久久久88| 蕾丝av无码专区在线观看| 年轻的妈妈在完整有限中字第4| 俺来也俺去啦久久综合网| 538在线精品| 日韩a在线看免费观看视频| 国产特级毛片aaaaaa| 久久久久久网站| 福利一区二区在线观看| 国产综合久久久久久鬼色| 久久精品一区二区| 精东传媒国产app| 国产精品免费_区二区三区观看| 久久久久久久综合色一本| 狠狠色综合TV久久久久久| 国产福利2021最新在线观看| 中文字幕在线观看亚洲| 永久黄网站色视频免费观看| 国产成人亚洲午夜电影| 一级做受视频免费是看美女 | 夜夜爽77777妓女免费看| 亚洲一线产区二线产区精华| 色吊丝免费观看网站| 日日av拍夜夜添久久免费| 人妻少妇精品无码专区二区| 性刺激久久久久久久久| 成人综合在线视频免费观看完整版 | 公求求你不要she在里面小说| 5252色欧美在线男人的天堂| 日日橹狠狠爱欧美超碰| 亚洲狠狠婷婷综合久久蜜芽| 领导边摸边吃奶边做爽在线观看|