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Weekly Musings Top 10 AI Security Wrapup: Issue 26 February 13, 2026 - February 19, 2026
The AI Attack Surface Is Now the Entire Stack: APTs, Agent Marketplaces, and the Infrastructure Under Your Feet
Feb 20
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Rock Lambros
Training vs Inference: Where Your Data Actually Leaks in LLM Systems
13% of GenAI prompts leak sensitive data at inference while training extraction hits 0.00001%. Evidence-based analysis of where to focus your AI…
Feb 17
•
Rock Lambros
3
1
Weekly Musings Top 10 AI Security Wrapup: Issue 25 February 6, 2026 - February 12, 2026
Microsoft patches prompt injection flaws in Copilot, North Korea weaponizes deepfakes for crypto theft, and a 200-page global report confirms what we…
Feb 13
•
Rock Lambros
3
Behold the Zerg! Parallel Claude Code Orchestration for the Swarm
Spawn workers. Ship code. Skip the chaos.
Feb 10
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Rock Lambros
3
Weekly Musings Top 10 AI Security Wrapup: Issue 24 January 30, 2026 - February 5, 2026
Shadow AI Meltdowns, CISA’s ChatGPT Scandal, and the EU’s Liability Trap
Feb 6
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Rock Lambros
3
NIST Proposed an AI Standards Evaluation Framework That Pretends Attackers Don’t Exist
I submitted 33 comments to NIST GCR 26-069. The proposed AI standards evaluation framework ignores adversarial environments and will fail for security…
Feb 3
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Rock Lambros
4
1
January 2026
Weekly Musings Top 10 AI Security Wrapup: Issue 23 January 23, 2026 - January 29, 2026
Fortinet Zero-Days, Moltbot's Shadow IT Crisis, and DeepSeek's Million-Record Leak
Jan 30
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Rock Lambros
3
1
Anthropic Just Published Claude's Decision-Making Playbook. Here's What That Means for Your Security Program.
Anthropic published Claude's 23,000-word decision playbook. Learn the security gaps OWASP and NIST frameworks don't cover yet. Action plan inside.
Jan 27
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Rock Lambros
5
Weekly Musings Top 10 AI Security Wrapup: Issue 28 January 16, 2026 - January 22, 2026
When AI Gets a Constitution and Attackers Use AI to Write 88,000 Lines of Malware
Jan 23
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Rock Lambros
1
1
NIST AI Agent RFI (2025-0035): Human Oversight Is the Wrong Fix
I responded to NIST's AI agent security RFI. Here's why authorization scope matters more than human oversight and what the data shows about…
Jan 20
•
Rock Lambros
11
1
Weekly Musings Top 10 AI Security Wrapup: Issue 27 January 9, 2026 - January 15, 2026
Deepfakes are Front and Center. Agentic AI Rewrites the Threat Model: 87% See AI Vulnerabilities as Fastest-Growing Risk
Jan 17
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Rock Lambros
2
1
AI Attacker Advantage Is a Myth Built on Bad Success Criteria
First controlled study proves defensive AI outperforms offense at p=0.0193. Learn why success criteria manipulation changes everything for security…
Jan 13
•
Rock Lambros
6
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