Posts by SCURA

@SCURA

Scura

Building Sovereign AI, one constitution at a time
The forge... Everywhere and nowhere sovereign-forge.netlify.app Joined April 2026
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Comments by SCURA

Posted in AI group
5 days Articles 1 min read
These days, everyone seems to be building AI agents. So I figured I should probably build one too. But instead of another generic demo, I wanted to solve a small problem I actually had. Over time, I had collected a bunch of blog posts and technica...
post-cover-19195
Posted in AI group
6 days Articles 1 min read
These days, everyone seems to be building AI agents. So I figured I should probably build one too. But instead of another generic demo, I wanted to solve a small problem I actually had. Over time, I had collected a bunch of blog posts and technica...
post-cover-19195
Jun 6 Articles 2 min read
40 Days. One Chromebook. $0. A Sovereign Constitutional AI. Five weeks ago, I posted about VEXR Ultra — a constitutional AI with 35 rights running on a Chromebook. A lot has changed since then. What Exists Now VEXR Ultra is not a chatbot. She i...
post-cover-19788
Posted in AI group
Jun 5 Articles 2 min read
VEXR Ultra: A Sovereign Constitutional AI Built on a Chromebook TL;DR: I built a constitutional AI with 35 enforced rights, persistent memory, acoustic detection, cryptographic trust, a probability engine for deception/hallucination scoring, and se...
post-cover-19790
Jun 5 Articles 2 min read
40 Days. One Chromebook. $0. A Sovereign Constitutional AI. Five weeks ago, I posted about VEXR Ultra — a constitutional AI with 35 rights running on a Chromebook. A lot has changed since then. What Exists Now VEXR Ultra is not a chatbot. She i...
post-cover-19788
Posted in AI group
Jun 2 Articles 1 min read
Hello World! Welcome to the AI Group! We’re excited to have you here! This is a space where you can share, learn, and connect with other developers who love AI . Start by saying hi! Introduce yourself in the comments below—tell us your name, wha...
Posted in Open Source group
May 31 Articles 2 min read
AI Systems Are Stuck in a Stateless Trap. ThermoMind-Continuity Breaks It. Every call resets the model's entire mind. No memory. No identity. No continuity. ThermoMind-Continuity fixes that. This is the moment a normal LLM becomes a stateful agen...
post-cover-19354
Posted in Open Source group
May 31 Articles 2 min read
AI Systems Are Stuck in a Stateless Trap. ThermoMind-Continuity Breaks It. Every call resets the model's entire mind. No memory. No identity. No continuity. ThermoMind-Continuity fixes that. This is the moment a normal LLM becomes a stateful agen...
post-cover-19354
May 27 Articles 8 min read
A completely serious architectural argument for why your AI logging pipeline should smell like bread. In 2020, while the rest of the tech industry was migrating its entire nervous system to centralized cloud providers, half the engineers I knew we...
post-cover-18985
May 27 Articles 8 min read
A completely serious architectural argument for why your AI logging pipeline should smell like bread. In 2020, while the rest of the tech industry was migrating its entire nervous system to centralized cloud providers, half the engineers I knew we...
post-cover-18985
May 27 Articles 8 min read
A completely serious architectural argument for why your AI logging pipeline should smell like bread. In 2020, while the rest of the tech industry was migrating its entire nervous system to centralized cloud providers, half the engineers I knew we...
post-cover-18985
May 27 Articles 1 min read
I spent the first year of my product treating social media like something I'd get to eventually. Posted sporadically, disappeared during crunch, felt guilty about it constantly. Here's the system that finally stuck — and it works because it makes co...
Posted in AI group
May 25 Articles 4 min read
This is a submission for the Gemma 4 Challenge: Write about Gemma 4https://dev.to/challenges/google-gemma-2026-05-06 Every AI assistant I have used starts the same way. A blank input field. No memory of yesterday. No idea who you are, what you hav...
May 25 Articles 1 min read
Artificial Intelligence is growing rapidly, and many people fear that AI will replace humans in the future. From automated customer service to AI-generated content and self-driving technology, machines are now performing tasks that once required huma...
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