Shadow Ai

Google Labs' Project CC is a family AI assistant with its own verified Google account, email address, and permission to act in Gmail, Calendar, Drive and Maps. Strip away the household framing and it is the clearest consumer preview yet of the hardest problem in enterprise AI: giving an autonomous agent a scoped identity, delegated data access, an action-approval gate, and an isolated runtime — plus the prompt-injection exposure that comes free with an agent that reads forwarded email.

Baseten, Hugging Face and Goodfire are building safety infrastructure for open-weight models. A checklist of what a credible security standard needs.

How secure is Google AX vs LangGraph, CrewAI, Microsoft and OpenAI's agent orchestrators? Compared on sandboxing, egress, spend limits and audit trails.

Dolphin3-Cyber-8B is a free Llama 3.1-based 8B Hugging Face model fine-tuned from an abliterated base on security data; GGUF builds start at 3.18GB. Risks.

Claude Red is the SnailSploit GitHub repo (github.com/SnailSploit/claude-red) that gives Claude 78 offensive-security skills, with no built-in authorization check. What is in the repo, what it can do, and the governance checklist to put in place first.

VirusTotal’s free VTAI lets any AI agent check file and URL reputation in one call. Before your engineering team wires it in, here is the governance checklist: what it can leak, what it won’t block by default, and how to roll it out safely.

DeepSeek V4.1 Flash Abliterated is a ~1.1GB Hugging Face overlay by drowzeys that strips refusals, claiming 22/22 cyber guardrail bypass. Risks explained.

Abliterated models are LLMs with safety refusals surgically removed. What it means for your threat model, where the risk sits, and how to detect them.