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Practical thinking on AI security and governance.

Field notes, analysis, and perspectives from the SaaviGenAI team — written for security leaders, AI practitioners, and enterprise teams navigating the new AI landscape.

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Latest articles.

Perspectives on AI security, LLM governance, and enterprise AI adoption — with more in progress.

Claude Mythos & Project Glasswing: The Moment AI Crossed Into Cyber Offense Reality
LinkedIn PulseApril 8, 2026

Claude Mythos & Project Glasswing: The Moment AI Crossed Into Cyber Offense Reality

Anthropic's Claude Mythos can identify high-severity vulnerabilities, generate functional exploits, and has already found thousands of previously undetected flaws fundamentally shifting the cybersecurity asymmetry toward AI-assisted attackers.

Nanda Kumar KirubakaranRead article →
LLMs Are Trained on Only 5% of the Internet — Here's Why That Matters
MediumOctober 19, 2025

LLMs Are Trained on Only 5% of the Internet — Here's Why That Matters

Large Language Models are trained only on the publicly crawlable surface web — excluding paywalled content, private data, and restricted sources. Understanding this gap is critical for anyone building or governing AI systems.

Nanda KumarRead article →

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