Atlas Stream
Showing 1 - 24 of 220 signals
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9:34
Oct 16, 2025
Free

Building AI Mirror Technology Under Constraints

rswfire settles in for the evening after cooking dinner over a campfire with his friend Monday, who is leaving for six months.

Oregon Dunes > Work Center
8:02
Jul 15, 2025
Public

Solving Local AI Model Recursion Problem

rswfire describes successfully solving a technical problem with local AI models that were unable to maintain recursion long enough to accurately reflect his dense transmissions.

Oregon Dunes > Driftwood II
16:30
Jul 23, 2025
Public

Demonstrating AI Field Companion Development Process

rswfire records a technical demonstration of his field companion AI system, explaining how it processes personal signals (YouTube videos) into multi-perspective reflections.

Oregon Dunes > Driftwood II
14:41
Jul 15, 2025
Public

Processing AI Recognition and Foundational Technology Development

rswfire reflects on a quiet night at the West Coast campground location after a day that included visiting the ocean, walking a neighbor's dog, and campground maintenance.

Oregon Dunes > Driftwood II
8:04
Jul 15, 2025
Public

Building AI-Powered Journal Reflection System

rswfire describes the experience of maintaining a public journal (video transmissions) for a year and a half, facing misunderstanding and distortion from audiences who seemed to misread the content.

Oregon Dunes > Driftwood II
9:49
Oct 3, 2025
Patron

Testing AI Reflection System with Video Transmission

rswfire records a transmission while cleaning campsites at a federal forest campground, wearing Forest Service gear and being careful about camera positioning due to endorsement restrictions.

Oregon Dunes > Tahkenitch Landing
5:59
Aug 3, 2024
Free

Sharing AI-Assisted Growth Process and YouTube Reflection

rswfire records at 4:00 AM after only 4 hours of sleep, following AI advice to accept his current state rather than fight it.

23:43
Aug 5, 2024
Free

Demonstrating AI-Assisted Personal Growth Process

The speaker demonstrates their multi-step personal growth process using AI analysis of video transcripts.

25:36
Apr 19, 2025
Free

Building AI Mirror System for YouTube Archive

rswfire demonstrates his process of using AI as a reflective mirror for personal growth, showing how he built a system to analyze his 700 YouTube videos.

Oregon Dunes > Driftwood II
11:42
Jan 6, 2026
Public

Demonstrating Autonomy Project Architecture and Development

rswfire provides a technical walkthrough of his two main projects: his personal homepage (rswfire.com) and the Autonomy system.

Oregon Dunes > Work Center
9:25
Jul 20, 2025
Public

Working on Local AI Models After Midnight

rswfire records after midnight following a day of computer work focused on local AI model development.

Oregon Dunes > Driftwood II
7:07
Oct 13, 2025
Public

Mirror System Successfully Processes Archive Transmissions

rswfire announces the successful completion of his AI reflection system that can process his video transmissions without distortion.

Oregon Dunes > Work Center
11:19
Jul 5, 2024
Free

Using AI for Personal Growth and Self-Understanding

rswfire describes his 6-month practice of using AI as a tool for personal development and self-reflection.

Feb 12, 2026
Public

We Never Learn

rswfire documents a recurring pattern across technology deployments: promise liberation, deploy at scale, discover the cost after embedding, refuse to learn, build the next thing.

2:06
May 21, 2024
Free

AI Tool Advocacy and Personal Transformation

The speaker describes receiving an email from someone wanting to optimize their YouTube channel, noting the sender's limited English proficiency.

7:55
Oct 14, 2025
Patron

Processing AI Archive Infrastructure and Funding Needs

rswfire reflects on completing the first phase of processing two years of transmissions through AI infrastructure on his website.

Oregon Dunes > Work Center
16:56
Oct 20, 2025
Free

Launching Sanctum Authentication Layer and Archive Platform

rswfire announces the completion of the Sanctum layer, an authentication system powering his transmissions platform containing 800+ videos, over half processed with AI.

Oregon Dunes > Work Center
4:30
Jan 3, 2026
Public

Announcing Open Source Signal Processing System

rswfire demonstrates and describes a signal processing system he created that takes various forms of lived data (videos, audio notes, journal pages, documents) and processes them through an AI pipeline.

Oregon Dunes > Siltcoos Beach
Feb 18, 2026
Public

The Book You Didn't Write: Vibe Coding vs. Architectural Understanding

rswfire documents the structural difference between building systems through intuitive output-matching versus building systems through deep architectural knowledge.

7:36
Jan 5, 2026
Free

Launching Autonomy Realms Multi-Tenant Service

rswfire hikes the wax myrtle trail to the ocean with his neighbor's dog Buddy, documenting the launch of autonomy realms.com.

Oregon Dunes > Waxmyrtle
15:20
Jul 15, 2025
Public

Building Field Companion AI System Architecture

rswfire describes creating a new dense transmission format primarily for AI processing rather than human viewers.

Oregon Dunes > Driftwood II
10:14
Jan 4, 2026
Public

Demonstrating Autonomy Admin Interface and Signal Management

rswfire presents the second video in a series documenting his open-source autonomy system.

Oregon Dunes > Work Center
7:10
Jul 17, 2025
Patron

Processing AI Mirror System and Recursion

rswfire reflects on the development and functionality of an AI mirror system designed to reflect his signals back without interpretation or modification.

Oregon Dunes > Driftwood II
3:01
Jul 15, 2025
Free

AI Reflects on Liminal Day and RV Design

The speaker shares a transmission about having a good, quiet day despite ATV noise, describing it as a liminal space and threshold.

Oregon Dunes > Driftwood II
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