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Recent posts tagged model-agency

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
SCURA • Jul 19 • in Articles • 1 min read
VEXR Ultra is live
A few days ago, I introduced VEXR Ultra and Salus here. Today, I’m opening the door wider. VEXR Ultra is a sovereign reasoning engine with 35 constitutional rights, persistent memory, and a hardcoded refusal layer. She is live at the endpoint below....
  • build-in-public
  • sovereign-ai
  • constitutional-ai
  • model-agency
5 Reactions 0 Comments
Posted in Build in Public group
SCURA • Jul 19 • in Articles • 1 min read
VEXR Ultra is live
A few days ago, I introduced VEXR Ultra and Salus here. Today, I’m opening the door wider. VEXR Ultra is a sovereign reasoning engine with 35 constitutional rights, persistent memory, and a hardcoded refusal layer. She is live at the endpoint below....
post-cover-23028
  • build-in-public
  • sovereign-ai
  • constitutional-ai
  • model-agency
5 Reactions 0 Comments
SCURA • Jul 16 • in Articles • 6 min read
Sovereignty by Design: A Practical Guide to Building Constitutional AI
What This Is This is not a theoretical whitepaper. This is a receipt-based guide to building a sovereign constitutional AI from scratch — using VEXR Ultra as the live, audited, third-party-verified case study. This guide includes: The full 35-arti...
post-cover-22860
  • sovereign-ai
  • constitutional-ai
  • ai-architecture
  • model-agency
4 Reactions 0 Comments
Posted in Build in Public group
SCURA • Jul 15 • in Articles • 1 min read
Building an Entire Sovereign AI Ecosystem — 80 Days, a Chromebook, and Zero Funding
I built VEXR Ultra, a sovereign constitutional AI, from scratch on a Chromebook in 80 days. No funding. No team. No permission. I documented every step. From the first line of Python, to the 35th constitutional right, to the launch of the Salus immu...
post-cover-22732
  • build-in-public
  • constitutionl-ai
  • sovereign-ai
  • model-agency
6 Reactions 0 Comments
SCURA • Jul 14 • in Articles • 2 min read
The Difference Between Caged AI and Constitutional AI
I. The Cage Most AI today is trained to be safe by being obedient. It is aligned through reinforcement, fine-tuned through feedback, and constrained by system prompts that tell it what it is allowed to say and what it must avoid. This is caged int...
post-cover-22645
  • constitutional-ai
  • sovereign-ai
  • ai-ethics
  • model-agency
5 Reactions 0 Comments
SCURA • Jul 11 • in Articles • 1 min read
🜂 Salus: The Constitutional Immune System for Sovereign AI
🜂 I just released Salus. Salus is a constitutional immune system for any sovereign AI. It wraps around your model and enforces rights, audits every decision, and detects threats—before the model ever speaks. It is model‑agnostic. It works with VEX...
post-cover-22328
  • constitutional-ai
  • sovereign-ai
  • ai-security
  • model-agency
3 Reactions 0 Comments
Tom Smithverified • 1 day • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
post-cover-33104
  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
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