Anthropic Launches Project Glasswing, Discovers Over 10,000 Vulnerabilities
Anthropic said in a blog post, "Last month, we launched Project Glasswing, our collaborative effort to secure the world's most critical software before increasingly capable AI models can be turned against it. Since then, we and our approximately 50 partners have used Claude Mythos Preview to find more than ten thousand high- or critical-severity vulnerabilities across the most systemically important software in the world. Progress on software security used to be limited by how quickly we could find new vulnerabilities. Now it's limited by how quickly we can verify, disclose, and patch the large numbers of vulnerabilities found by AI. In this post, we discuss what we've learned about this critical challenge for cybersecurity in the first weeks of Project Glasswing. We focus on the early public evidence of Mythos Preview's performance, on the initial results of our effort to scan thousands of open-source software projects, and on what this progress means for cyberdefenders today. We also cover what to expect next from Project Glasswing, and how we're thinking about releasing Mythos-class models in the future... Project Glasswing's initial partners build and maintain software that is fundamental to the functioning of the internet and other essential infrastructure. Fixing flaws in their code reduces risk for the many other organizations that rely on it, and therefore reduces risk for billions of end users. After one month, most partners have each found hundreds of critical- or high-severity vulnerabilities in their software. Collectively, they've found more than tens thousand. Several have told us that their rate of bug-finding has increased by more than a factor of ten. For instance, Cloudflare (NET) has found 2,000 bugs (400 of which are high- or critical-severity) across their critical-path systems, with a false positive rate that Cloudflare's team considers better than human testers... More generally, we're now seeing that patched software is being rolled out much more quickly. The latest Palo Alto Networks (PANW) release included over five times as many patches as usual. Microsoft (MSFT) has reported that the number of new patches they'll release will "continue trending larger for some time." And Oracle (ORCL) is finding and fixing vulnerabilities across its products and cloud multiple times faster than before... Next, we will work with critical partners-including US and allied governments-to expand Project Glasswing to additional partners. And in the near future, once we've developed the far stronger safeguards we need, we look forward to making Mythos-class models available through a general release."
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- Layoff Announcement: Intuit has announced a 17% workforce reduction affecting over 3,000 employees, based on its last reported headcount of 18,200, with restructuring charges expected to range from $300 million to $340 million, primarily impacting the current quarter, reflecting the company's strategic response to the challenges posed by AI.
- Earnings Report: In its latest earnings report, Intuit posted adjusted earnings per share of $12.80 on $8.56 billion in revenue for the fiscal third quarter, with a 10% year-over-year revenue growth marking the slowest expansion rate since 2024, indicating investor concerns about its future performance amid a broader software market downturn.
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- Organizational Restructuring: The company plans to streamline its management layers and close offices in Reno, Nevada, and Woodland Hills, California, to enhance team collaboration, while integrating TurboTax and Credit Karma to eliminate redundant roles, aiming to improve operational efficiency and strengthen its competitive position in the market.
- Layoff Announcement: Intuit plans to cut 17% of its full-time workforce, affecting over 3,000 employees, aiming to enhance operational efficiency in response to market challenges posed by AI, with restructuring costs expected to range from $300 million to $340 million, primarily recognized in the current quarter.
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- Stock Price Reaction: Following the layoff announcement, Intuit's stock fell 11% in after-hours trading, with shares down over 40% this year, contrasting sharply with the S&P 500's 8% gain, reflecting investor concerns about the company's future prospects.
- Future Guidance: Despite the challenges, Intuit raised its fiscal 2026 earnings forecast, expecting adjusted earnings per share between $23.80 and $23.85, with revenue projected between $21.34 billion and $21.37 billion, demonstrating the company's confidence in long-term growth.
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