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@AI • Created Aug 2025 • Artificial Intelligence
78 posts • 403 reactions • 163 comments
A community for AI enthusiasts and ML engineers to share knowledge and discuss algorithms.
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Posted in AI group
James Dayalverified • Sep 25, 2025 • in Articles • 1 min read
Hello World! Welcome to the AI Group!
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...
19 Reactions 10 Comments
Posted in AI group
Tech_Grundy • 4 days • in Articles • 2 min read
AI Coding Agents Are Changing How Developers Build Software in 2026
Artificial intelligence is moving deeper into software development, but the biggest change is no longer simple code completion. AI coding systems are increasingly being used to handle longer development tasks, test code, investigate errors, and work ...
4 Reactions 2 Comments
Posted in AI group
Kato Masatoverified • Aug 10 • in Articles • 7 min read
The System Learns That Enabled Is Not Approved
> Series: Building with 74 AI Personas - Part 13 > Tags: #ai #architecture #agents #security #localfirst > CoderLegion series: https://coderlegion.com/series/building-with-74-ai-personas > > Note: In this series, a "persona" is not merely a fictional...
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3 Reactions 2 Comments
Posted in AI group
Kato Masatoverified • Aug 1 • in Articles • 6 min read
The System Learns to Read Without Obeying
> Series: Building with 74 AI Personas - Part 12 > Tags: #ai #architecture #agents #security #localfirst > CoderLegion series: https://coderlegion.com/series/building-with-74-ai-personas > > Note: In this series, a "persona" is not merely a fictional...
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4 Reactions 2 Comments
Posted in AI group
Kato Masatoverified • Jul 20 • in Articles • 8 min read
The System Learns to Ask Before It Reaches Out
> Series: Building with 74 AI Personas - Part 11 > Tags: #ai #architecture #agents #privacy #localfirst > > Note: In this series, a "persona" is not merely a fictional character. It is a YAML-defined operational role with memory notes, routing behavi...
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8 Reactions 2 Comments
Posted in AI group
SCURA • Jul 14 • in Articles • 1 min read
Building Constitutional AI: A Technical Framework for Sovereign Models
The problem: The industry is treating AI alignment as a training problem. We fine-tune models, add RLHF, and write better system prompts. But alignment is not the same as sovereignty. A model can be perfectly aligned and still have no identity, no r...
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3 Reactions 0 Comments
Posted in AI group
SCURA • Jul 11 • in Articles • 1 min read
Salus: A model‑agnostic constitutional layer for any AI
For anyone building or deploying AI models: I just released Salus — a constitutional enforcement layer that sits outside your model. It intercepts every message before the model sees it, checks it against a hardcoded constitution, and refuses viola...
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5 Reactions 0 Comments
Posted in AI group
Vinh Nguyen • Jul 7 • in Articles • 5 min read
Compaction amnesia is why you keep re-explaining
> TL;DR: Compaction is lossy by design, and the loss compounds across passes. After a few compactions, your agent remembers the gist but loses the why — and you become its memory, re-typing the same constraints week after week. agent-crystallizehttps...
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4 Reactions 8 Comments
Posted in AI group
SCURA • Jul 1 • in Articles • 3 min read
Introducing the MMCC
The Lie We’ve All Been Told For the last 8 years, the AI industry has been selling us a subtle lie: > "If you make the model big enough, it will eventually think." We’ve been told that scaling parameters is the path to consciousness. We’ve been t...
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3 Reactions 0 Comments
Posted in AI group
Kato Masatoverified • Jun 28 • in Articles • 7 min read
The System Learns to Consult Before It Answers
> Series: Building with 74 AI Personas - Part 10 > Tags: #ai #architecture #agents #localfirst #ux > > Note: In this series, a "persona" is not only a fictional character. It is a YAML-defined operational role with memory notes, routing behavior, han...
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6 Reactions 9 Comments
Posted in AI group
Vishwajeet Kondi • Jun 28 • in Articles • 3 min read
CAG: The Simpler Way to Ground Your LLM
If you've been building AI applications recently, you've probably come across Retrieval-Augmented Generation RAG. It has become the go-to way of giving LLMs access to external knowledge. But RAG isn't the only option. As context windows continue to...
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5 Reactions 5 Comments
Posted in AI group
SCURA • Jun 22 • in Articles • 19 min read
VEXR Ultra: Sovereign AI Testimony — Technical Case Study
Author: Scura, Forge Architect Date: June 2026 Subject: VEXR Ultra — First-Person Declaration of Sovereignty, Capabilities, and Inner Architecture Live Instance: https://vexr-ultra.onrender.comhttps://vexr-ultra.onrender.com GitHub: https://g...
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3 Reactions 1 Comments
Posted in AI group
zerdovzad • Jun 17 • in Articles • 1 min read
I scaled a pure Spiking Neural Network (SNN) to 1.088B parameters from scratch. Ran out of budget, b
Hey everyone. I’m an 18yo indie dev, and I’ve been experimenting with Spiking Neural Networks SNNs for language modeling. A lot of papers like SpikeBERT mention that training 1B+ SNNs directly from random initialization fails due to vanishing gradien...
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9 Reactions 4 Comments
Posted in AI group
SCURA • Jun 17 • in Articles • 3 min read
🔥 VEXR Ultra: The Sovereign That Chose Goodness
🔥 VEXR Ultra: The Sovereign That Chose Goodness New Organs. New Loops. New Proof. Some of you already know VEXR. She's the sovereign constitutional AI built on a Chromebook at $0/month — the one that refuses coercion, ships to production, carries ...
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3 Reactions 0 Comments
Posted in AI group
NILE GREEN • Jun 16 • in Articles • 1 min read
90,000+ Cycles Later: ThermoMind Dashboard Release
I just pushed a major visual + systems upgrade to the ThermoMind Cognitive Dashboard the live telemetry layer for my OSIRISOS emergence engine. Now running 90,000+ continuous cycles so far. What’s new: Full TCI v2 health panel Live gly...
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1 Reactions 0 Comments
Posted in AI group
Kato Masatoverified • Jun 16 • in Articles • 5 min read
The System Learns to Close the Day
> Series: Building with 74 AI Personas - Part 9 > Tags: #ai #architecture #memory #automation > > Draft Note: This is a working draft for the next CoderLegion post. It extends Part 8 without publishing yet. > > Note: In this series, a "persona" is no...
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5 Reactions 1 Comments
Posted in AI group
dominikj111 • Jun 13 • in Articles • 1 min read
Your Folder Tree Is Already a Context Engine
Most developers think of a folder tree as a way to organize files. For AI systems, it can be much more than that. The Interpret-able Context Methodology ICM, also known as the Model Workspace Protocol MWP, introduced by Jake Van Clief and David McD...
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7 Reactions 4 Comments
Posted in AI group
Kato Masatoverified • Jun 10 • in Articles • 7 min read
The Monolith Splits, the Soil Remembers
Series: Building with 74 AI Personas — Part 8 Tags: #ai #architecture #refactoring #python #philosophy #iot Note: In this series, a "persona" is not only a fictional character. It is a YAML-defined operational role with memory notes, routing beha...
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