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AI Firms Clash in Trade Secret Wars: Scale Sues Mercor Over Alleged Data Theft, Echoing Musk’s xAI Lawsuit

A new legal battle has emerged in the competitive world of artificial intelligence, as Scale AI, a $29 billion data-labeling company, has filed a lawsuit against its rival Mercor Inc. and a former employee, Eugene Ling, alleging the theft of trade secrets. The case, filed in the U.S. District Court for the Northern District of California, claims Ling downloaded over 100 confidential documents—including customer strategies and product details—onto a personal Google Drive while still employed at Scale. According to the complaint, Ling also contacted one of Scale’s top clients, referred to as “Customer A,” on behalf of Mercor while still working at Scale, arranging meetings to pitch Mercor’s services and attempting to poach business worth millions. Ling, who previously led engagement management at Scale, has denied wrongdoing on social media, stating he “never used” any of the files and expressed regret for the situation. He added that he was “still waiting for guidance on how to resolve this” and emphasized there was “no nefarious intent.” Mercor’s co-founder, Surya Midha, responded by denying any misuse of Scale’s intellectual property. He stated that while several former Scale employees have joined Mercor, the two companies operate under “intentionally different” strategies. Midha said Mercor had reached out to Scale six days prior, offering to have Ling destroy any documents in his possession and requesting a resolution. He added that Mercor has not accessed Ling’s personal drive and is actively investigating the matter. Scale argues that simply asking Ling to delete files would destroy key evidence and is seeking damages, legal fees, an injunction to prevent Mercor from using the alleged trade secrets, and the return of all misappropriated materials. This lawsuit comes amid a turbulent period for Scale, which recently secured a $15 billion investment from Meta, saw its CEO Alexandr Wang join Meta, and underwent a 14% workforce reduction. The case reflects the high stakes in the AI industry, where access to proprietary data, customer relationships, and strategic insights can determine market leadership. The situation mirrors another recent trade secret dispute involving Elon Musk’s xAI, which sued former engineer Zhihao “Zack” Li for allegedly stealing confidential information on the development of its Grok chatbot before joining OpenAI. xAI claims Li copied sensitive materials, deleted files to cover his tracks, and sold $7 million in vested stock before leaving. Forensic analysis reportedly found additional files still on his devices. These cases highlight a growing trend: as AI startups race to innovate, legal action is becoming a critical tool for protecting intellectual property. The value of data and strategic relationships is now central to competitive advantage, and companies are increasingly turning to courts to defend their assets. For investors and the broader AI ecosystem, these lawsuits signal that legal protection and precedent-setting cases are becoming essential to maintaining trust, integrity, and market stability in an industry where innovation is both rapid and intensely guarded.

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