# Anthropic's Mythos Found Millions of Security Vulnerabilities

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Podcast: [Machine Learning: News on AI, OpenAI, ChatGPT, Artificial Intelligence, AI Models](https://stenobird.com/podcast/machine-learning-news)
Published: 2026-04-07T19:36:57+00:00
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Duration seconds: 688

## Resource

Anthropic has launched Project Glasswing, using its powerful new Mythos Preview model to identify and patch millions of software vulnerabilities. The initiative involves a $100 million credit pledge to major tech partners to secure the global software supply chain before the model's public release.

## Highlights
- Main idea: Anthropic is leveraging the Mythos Preview model to proactively scan and secure critical software systems
- Practical takeaway: Major tech firms like Microsoft and Amazon are receiving $100M in credits to use the model for vulnerability patching
- Failure mode: The extreme capability of the Mythos model creates an existential risk for existing codebases by making vulnerabilities easier to exploit
- Business strategy: Anthropic is successfully pivoting toward high-value enterprise users, driving run-rate revenue from $9B to over $30B
- Future outlook: The upcoming 'Capybara' model family is expected to replace Opus, offering tiered performance for everything from edge devices to heavy reasoning

## Topics

Anthropic, Project Glasswing, Cybersecurity, Claude Mythos, Software Vulnerabilities, AI Model Scaling, Enterprise AI, Machine Learning

## Chapters
- 1:00 — Introduction to Project Glasswing: An overview of Anthropic's initiative to address the massive security risks posed by highly capable AI models.
- 1:50 — The Power of Claude Mythos Preview: Details on the capabilities of the Mythos model and its current limited deployment for security research.
- 2:30 — Initial Findings and Concerns: How the model is being used to scan open-source and first-party software for critical vulnerabilities.
- 3:20 — Deployment and Partnerships: The role of partner organizations like Microsoft, Apple, and Palo Alto Networks in the security rollout.
- 4:00 — New Model Architectures: Discussion on the transition from the Opus model to the new Capybara and Mythos model tiers.
- 6:40 — The Future of Model Scaling: How Anthropic is structuring model families to run on everything from local edge devices to massive clusters.
- 8:50 — Revenue Growth and Business Strategy: An analysis of Anthropic's astronomical revenue growth and its focus on the enterprise market.

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