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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. TOOL · Email — AI Tool Report English(EN) ·

    ⚡️ Anthropic finds 10K flaws

    Anthropic's Project Glasswing, utilizing its Claude Mythos Preview model, has identified over 10,000 software vulnerabilities, with 1,094 confirmed as high or critical severity. A notable discovery was a critical flaw in WolfSSL, which has since been patched. This initiative highlights a significant advancement in defensive AI capabilities, prompting Anthropic to advocate for faster patch cycles and tighter deployment timelines. AI

    ⚡️ Anthropic finds 10K flaws

    IMPACT Accelerates the discovery of critical software vulnerabilities, potentially improving overall cybersecurity defenses.

  2. RESEARCH · HN — anthropic stories English(EN) · · [5 sources]

    We reproduced Anthropic's Mythos findings with public models

    Researchers have successfully replicated Anthropic's Mythos findings using publicly available AI models like GPT-5.4 and Claude Opus 4.6. This suggests that advanced AI capabilities for discovering software vulnerabilities are no longer exclusive to frontier labs and are becoming accessible through public models. The focus for defenders should now shift from the exclusivity of these tools to validating and operationalizing AI-generated security insights. AI

    We reproduced Anthropic's Mythos findings with public models

    IMPACT Confirms that advanced AI vulnerability discovery capabilities are becoming accessible via public models, shifting the focus to defense and operationalization.