Cat Wu, who left Anthropic last week, says she is joining OpenAI to lead product manangement for core products; Wu was the product lead for Claude Code (Stephen Council/Business Insider)

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  Software defense at scale is seeing direct integration with emerging artificial intelligence architectures designed specifically for code remediation. By targeting critical operating system flaws, this automated workflow proves that specialized models can actively resolve complex system weaknesses before malicious actors exploit them. The approach underscores a shifting landscape where vulnerability management relies on machine-driven identification and remediation.

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• OpenAI, ready to IPO in 2027, now counts majority of sales from enterprises, Brockman says

  Company President Greg Brockman announced the operational milestone during a Wall Street Journal technology conference held in Napa, California. The artificial intelligence firm is accelerating its fundraising efforts to capitalize on recent business momentum after previously delaying its debut. This strategic shift reflects an intensified market race against rival Anthropic as both entities pursue public market readiness.

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• OpenAI, ready to IPO in 2027, now counts majority of sales from enterprises, Brockman says

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