Robert Saghafi | Data & AI Security
@codeautonomous.bsky.social
Data & AI Security Strategist
Working on Sovereign AI, Agentic AI, and LLM security
Zero Trust & data protection
Embry-Riddle Autonomous Systems Engineering Research
Working on Sovereign AI, Agentic AI, and LLM security
Zero Trust & data protection
Embry-Riddle Autonomous Systems Engineering Research
Agentic AI isn't a model safety problem.
It's an access control problem.
The planner decides to act. The system assumes it's allowed.
That gap is where least privilege dies.
rebrand.ly/yhru7ui
#AIGovernance #LLMSecurity #AgenticAI #ZeroTrust #CyberSecurity
It's an access control problem.
The planner decides to act. The system assumes it's allowed.
That gap is where least privilege dies.
rebrand.ly/yhru7ui
#AIGovernance #LLMSecurity #AgenticAI #ZeroTrust #CyberSecurity
Least Privilege for AI Agents: The Security Principle Your LLM Deployment Is Probably Violating
The Overlooked Fix for Over-Powered AI Agents
rebrand.ly
March 31, 2026 at 10:43 PM
Agentic AI isn't a model safety problem.
It's an access control problem.
The planner decides to act. The system assumes it's allowed.
That gap is where least privilege dies.
rebrand.ly/yhru7ui
#AIGovernance #LLMSecurity #AgenticAI #ZeroTrust #CyberSecurity
It's an access control problem.
The planner decides to act. The system assumes it's allowed.
That gap is where least privilege dies.
rebrand.ly/yhru7ui
#AIGovernance #LLMSecurity #AgenticAI #ZeroTrust #CyberSecurity
Agentic AI is forcing a shift
Governance alone does not control behavior
Enforcement has to happen at runtime
I wrote a deep dive on sovereignty-enforced AI systems and how policy decisions move into the execution loop 👇
rebrand.ly/6h99q2b
#AgenticAI #AISecurity #CyberSecurity #AIGovernance
Governance alone does not control behavior
Enforcement has to happen at runtime
I wrote a deep dive on sovereignty-enforced AI systems and how policy decisions move into the execution loop 👇
rebrand.ly/6h99q2b
#AgenticAI #AISecurity #CyberSecurity #AIGovernance
From Governance to Sovereignty: The Next Frontier of Agentic AI Systems
Embedding Runtime Policy Enforcement, Data Sovereignty, and Control in Autonomous AI Systems
rebrand.ly
March 19, 2026 at 3:23 PM
Agentic AI is forcing a shift
Governance alone does not control behavior
Enforcement has to happen at runtime
I wrote a deep dive on sovereignty-enforced AI systems and how policy decisions move into the execution loop 👇
rebrand.ly/6h99q2b
#AgenticAI #AISecurity #CyberSecurity #AIGovernance
Governance alone does not control behavior
Enforcement has to happen at runtime
I wrote a deep dive on sovereignty-enforced AI systems and how policy decisions move into the execution loop 👇
rebrand.ly/6h99q2b
#AgenticAI #AISecurity #CyberSecurity #AIGovernance
New article: Why agentic AI systems require a new threat modeling approach. I introduce a Sovereign AI control boundary model and an open framework 👇
Article:
🔗 rebrand.ly/nhfco3y
Article:
🔗 rebrand.ly/nhfco3y
March 11, 2026 at 3:36 PM
New article: Why agentic AI systems require a new threat modeling approach. I introduce a Sovereign AI control boundary model and an open framework 👇
Article:
🔗 rebrand.ly/nhfco3y
Article:
🔗 rebrand.ly/nhfco3y
The biggest risk to many AI programs isn’t the model.
It’s the data.
Weak data governance quietly undermines security, compliance, and trust in AI systems.
I discuss this further in the article 👇
rebrand.ly/5qjtrsz
It’s the data.
Weak data governance quietly undermines security, compliance, and trust in AI systems.
I discuss this further in the article 👇
rebrand.ly/5qjtrsz
The Data Governance Blind Spot That Is Costing Your Business More Than You Think
I recently had a conversation with a senior data governance leader at a large Fortune 500 technology company. She was knowledgeable…
medium.com
March 10, 2026 at 4:35 AM
The biggest risk to many AI programs isn’t the model.
It’s the data.
Weak data governance quietly undermines security, compliance, and trust in AI systems.
I discuss this further in the article 👇
rebrand.ly/5qjtrsz
It’s the data.
Weak data governance quietly undermines security, compliance, and trust in AI systems.
I discuss this further in the article 👇
rebrand.ly/5qjtrsz
Traditional cybersecurity assumes deterministic systems.
AI systems behave probabilistically.
That difference has major implications for AI security and governance.
I explore the shift here 👇
rb.gy/s3v1yc
AI systems behave probabilistically.
That difference has major implications for AI security and governance.
I explore the shift here 👇
rb.gy/s3v1yc
The Limits of Deterministic Security: Why AI Requires a Probabilistic Mindset Shift
For decades, cybersecurity has been built on binary logic.
A firewall allows or denies.
An access control policy grants or revokes.
A…
medium.com
March 10, 2026 at 4:23 AM
Traditional cybersecurity assumes deterministic systems.
AI systems behave probabilistically.
That difference has major implications for AI security and governance.
I explore the shift here 👇
rb.gy/s3v1yc
AI systems behave probabilistically.
That difference has major implications for AI security and governance.
I explore the shift here 👇
rb.gy/s3v1yc