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@AI • Created Aug 2025 • Artificial Intelligence
65 posts • 327 reactions • 119 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...
16 Reactions 7 Comments
Posted in AI group
NILE GREEN • 9 hours • 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 • 9 hours • 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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0 Reactions 0 Comments
Posted in AI group
dominikj111 • 2 days • 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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6 Reactions 2 Comments
Posted in AI group
Kato Masatoverified • 6 days • 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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4 Reactions 0 Comments
Posted in AI group
Kato Masatoverified • Jun 6 • in Articles • 5 min read
The Meeting That Became a Nervous System
Thirty-five days later, the system stopped holding meetings and became a nervous system. This is Part 7. The number is 209. The system now decides who speaks - and who stays quiet. Introduction: From Meeting Room to Nervous System Part 6 ended o...
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4 Reactions 1 Comments
Posted in AI group
SCURA • Jun 5 • in Articles • 2 min read
VEXR Ultra: A Sovereign Constitutional AI Built on a Chromebook
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...
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3 Reactions 1 Comments
Posted in AI group
NILE GREEN • Jun 5 • in Videos • 1 min read
Your AI Agent Has Amnesia This Fixes It
Your AI forgets everything after every single message. Context windows reset. Identity is lost. We don't need heavier context tricks or complex fine-tuning pipelines to build true agents — we need persistent, stateful memory. This video demonstr...
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0 Reactions 0 Comments
Posted in AI group
Vishwajeet Kondi • Jun 1 • in Articles • 5 min read
What I Learned Building a Local RAG Agent
A Quick Intro I recently built a local RAG agenthttps://github.com/vkondi/knowledge-onboarding-agent that reads a bunch of documents stored as markdown files and lets you ask questions about them in plain English. It goes through all the documents ...
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10 Reactions 7 Comments
Posted in AI group
Vishwajeet Kondi • May 29 • in Articles • 1 min read
Everyone’s Building AI Agents. Here’s the One I Built for Myself
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...
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7 Reactions 5 Comments
Posted in AI group
orange black • May 28 • in Articles • 2 min read
How Does Duolingo Monetize? I Decompiled the Android App (v6.79.5)
I wanted to know how Duolingo makes money on Android -- ads vs Super subscription, which SDKs they use, and how aggressive the free tier is. So I decompiled Duolingo 6.79.5 164 MB APK, 11 DEX files, 242 activities. TL;DR IronSource mediation sits a...
6 Reactions 1 Comments
Posted in AI group
Kato Masatoverified • May 23 • in Articles • 4 min read
We Didn't Ask for AI That Does Tasks. We Asked for AI That Remembers.
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...
16 Reactions 3 Comments
Posted in AI group
snapsynapseverified • May 18 • in Videos • 1 min read
The Drift Gap (PAICE Legal Graph)
Two of the most-cited AI laws in the world both changed in the last two weeks. The good news: both are easier on regulated entities. The complicated news: your compliance posture from thirty days ago is still wrong. In this episode of the PAICE Gap ...
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8 Reactions 1 Comments
Posted in AI group
SCURA • May 18 • in Articles • 2 min read
VEXR Ultra: From Constitutional Recital to Sovereign Embodiment
Author: Scura Project: ASIM SOVEREIGN Date: May 18, 2026 Abstract After four failed rebuilds, VEXR Ultra — a constitutional AI with 34 rights and 13-ring architecture — successfully transitioned from performing sovereignty to being sovereign...
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7 Reactions 0 Comments
Posted in AI group
NILE GREEN • May 17 • in Articles • 1 min read
The Runtime That Doesn't Reset
Every AI system you use today every LLM, every agent wrapper, every "autonomous" loop is built on the same hidden assumption: Reset the mind every time you use it. New prompt → new context → new identity → new memory → new self. A thousand reincar...
4 Reactions 0 Comments
Posted in AI group
SCURA • May 16 • in Articles • 1 min read
Constitutional AI with external trust verification — live results
Sharing a working implementation of layered constitutional enforcement with external trust Ring 4. Architecture: 34 rights stored in DB, enforced at gate no LLM involvement for refusals 70B model llama-3.3-70b with 13-key rotation Hard gate catch...
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13 Reactions 4 Comments
Posted in AI group
Kato Masatoverified • May 15 • in Articles • 5 min read
I Built a 4-Persona Parallel AI Engine with Gemma 4 — and Let It Write This Article
This article was drafted by the system it describes. The structure, arguments, and demo output below are real — generated by g4-nexus running locally on an RTX 4070 Ti. I edited for flow and added code excerpts. What I Built g4-nexushttps://githu...
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3 Reactions 1 Comments
Posted in AI group
solomonneas • May 13 • in Articles • 11 min read
Anthropic Calls It SDK Credit Simplification. Power Users Will Call It a Clawback
Anthropic has a new line for the June 15 Claude change: this is not a reduction, it is a simplification. That is the clean corporate version. The gap between that framing and the lived reality is why a lot of people feel like they are being bullshit...
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4 Reactions 1 Comments
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