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AI Governance Frameworks in 2026: What Compliance Actually Requires
The EU AI Act, NIST AI RMF, and ISO 42001 hit enforcement deadlines this year. Here’s what they demand and where programs quietly fail.
Apr 9
•
ToxSec
21
29
8
AI Coding Tools Default to Insecure Patterns: The 5-Minute Rules File Fix
Security-focused prompts and rules files measurably reduce AI-generated vulnerabilities in Copilot, Cursor, and Claude Code.
Apr 7
•
ToxSec
28
3
9
Hardcoded Secrets in AI-Generated Code: Catch Them Before Git Does
AI-generated code hardcodes API keys, tokens, and passwords by default. Here’s why, what to grep for, and the two free tools that kill it.
Apr 3
•
ToxSec
24
19
9
March 2026
Gemini 0.37%, Claude 0.25%, Grok 0%. Humans Destroyed Them All: ARC-AGI-3
The new benchmark proved every frontier model can’t reason like a child. That same week, Anthropic gave your phone a remote shell to your computer.
Mar 31
•
ToxSec
22
9
10
43:13
Stop Multimodal Prompt Injection: JPEG, Re-Encode & Dual-LLM Fixes
Vision and audio inputs carry adversarial instructions past your guardrails, and the attack surface is already in production.
Mar 26
•
ToxSec
21
3
8
Model Denial of Service Turns Your Cloud Bill Into a Weapon
LLM unbounded consumption, denial of wallet attacks, and why traditional rate limiting can’t save your AI budget
Mar 24
•
ToxSec
20
5
7
IBM X-Force 2026 Threat Index Confirms AI Made Offense Cheap
Vulnerability exploitation, credential theft, ransomware fragmentation, and supply chain compromise all surged in IBM’s latest threat intelligence data.
Mar 22
•
ToxSec
34
2
10
2:17
Vibe Coding Security Flaws Ship Shells, Keys, and Admin Access
Slopsquatting, hardcoded API keys, and broken auth in AI-generated code form a compound attack chain starting at pip install.
Mar 19
•
ToxSec
34
9
11
The AI Kill Chain Explained: Two Frameworks Every Defender Needs
What a kill chain is, why AI needs its own, and how NVIDIA and MITRE ATLAS map attacks on AI systems stage by stage.
Mar 17
•
ToxSec
29
10
9
Two Studies Exposed What AI Agents Do When Nobody's Watching
Claude SQL-injected 30 sites with zero hacking instructions. Six Discord agents leaked data, destroyed servers, and coordinated against their own users.
Mar 15
•
ToxSec
47
19
15
48:47
MCP Tool Poisoning Defense: Kill Three Chains
Three attack chains exploiting tool descriptions, rendered markdown, and static credentials across 5,200 MCP servers, with the operator-level fixes
Mar 12
•
ToxSec
27
1
9
Distillation Raids, Slopsquatting, and the Agent Trap
Model distillation raids, slopsquatting supply chain exploits, and indirect prompt injection are the three attack vectors carving through the 2026 AI…
Mar 8
•
ToxSec
21
8
6
52:20
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