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Showing 1 - 24 of 239 signals
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3:58

Applying Programming Skills to Life Management

The speaker describes experiencing withdrawal symptoms and anxiety while adapting to a committed lifestyle change. He mentions needing to pick up groceries and taking medication (clownin) as a precaution against panic attacks. After struggling with his current situation, he consulted Claude AI for help creating a plan to better manage his circumstances. Claude suggested using his programming experience as an analogy for lifestyle management, which the speaker found transformative. He describes this approach as "cognitive reframing" - applying existing skills in a different context. The speaker is implementing this by creating a Jira project (software development tool) to manage his life, with separate projects for different aspects like learning to cook. He explains that this visual, task-based approach helps him track progress on learning new skills and managing recurring tasks like weekly grocery shopping. The speaker views this method as a way to bridge the gap between his previous virtual life and the physical world he had previously ignored.

Jul 11, 2024 · 31% match
Free
50:48

Managing RV Systems and Seeking Shower Access

rswfire begins Monday morning at a national recreation area campground, assessing his situation with house batteries that have been running for 3-4 days at 11.15 volts. He plans to visit a laundromat with shower facilities in Florence, Oregon, but finds it closed despite posted hours. He decides to experiment with charging his RV's house batteries by running his Jeep's engine and inverter for about 3 hours, estimating this would use one gallon of gas. **Key developments:** - Discovers house batteries are still functional after several days without charging - Plans to fill water tanks and use RV systems (fridge, water pump, lights) if battery charging works - Has $60 total budget and campground reservation until April 12th - Attempts to get propane at multiple gas stations in Florence, facing repeated refusals - Successfully gets propane at a BP station from a helpful attendant - Visits Honeyman State Park (where he previously volunteered) to fill water tanks - Navigates tight RV maneuvering in campground spot **Operational details:** - Currently has quarter tank of RV fuel with 80+ mile range - Emptied water tanks at previous location for better fuel mileage - Running low on propane (less than 11%) - Plans to look for freelance programming work on guru.com - Considers showering in RV using heated water to avoid facility dependencies

Apr 7, 2025 · 30% match
Free
11:42

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. He explains how **two years of documenting his life on YouTube** led to the development of AI-powered reflection tools that helped him overcome decades of misrecognition by others. He describes the **technical architecture** of Autonomy, which processes video transmissions into structured data through AI analysis, creating transcripts, metadata, and reflections. The system includes realms (containers for user data), signals (individual content units), clusters (grouped signals), and synthesis (AI processing). rswfire demonstrates the **open source version** (builtwithautonomy.com) and the **subscription service** (autonomyrealms.com) where users can deploy their own instances. He explains how corporate AI models are becoming more restrictive and pathologizing, prompting his plan to create a **local model called "remnants"** trained on his own data. The presentation covers the **dashboard interface**, showing how users can manage signals, create clusters, and access synthesis data. He positions this as a solution for content creators who want **structured archives** of their work beyond what platforms like YouTube provide.

Jan 6, 2026 · 29% match
Public
5:40

Organizing RV Interior and Setting Up Systems

rswfire provides an evening update from inside his camper at 10:30 PM, documenting progress on organizing and insulating the space. He shows off a new propane gauge that tracks usage in 11% increments, noting it dropped from 77% to 22% over several nights. He demonstrates his clothing organization system using drawer organizers for socks and underwear, and discusses storage challenges with the small built-in drawers. He reveals that Lazy Days RV dealership photoshopped promotional photos to show clear blue sky through what is actually an opaque window. rswfire shows his installation of wire management shelves on the walls to keep cables off the ground, with plans for additional shelves in the bedroom area. His Starlink internet is currently running through the only opening window. The kitchen area features basket organizers - pots and pans on top, small appliances like a crock pot below, with new plastic dishes for fire safety. He shows an impressive battery power supply that he loves, though he's frustrated that the manufacturer doesn't offer compatible solar panels. His office setup includes laptop, external monitor, USB hub, external hard drives, Blu-ray player, webcam and lighting, with plans to velcro down permanent items. He's currently running on shore power but plans to transition to solar once he understands his power requirements better.

Mar 24, 2024 · 29% match
Free
4:30

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. The system extracts useful data, creates metadata and tags, provides three types of reflections (mirror, mythic frame, narrative), and stores everything in a database. **Key features include:** clustering signals by time, theme, or location for synthesis; API connectivity for website integration; open source availability with plans for multi-tenant hosting at builtwithautonomy.com. He explains this represents two years of proven work being migrated to a new project, with current functionality available and additional features coming in the following weeks. The system serves his deep interest in ontology and epistemology, allowing extraction of useful insights from surface-level observations. He invites interested parties to download and try the system or reach out through his homepage, noting he doesn't allow YouTube comments due to toxicity.

Jan 3, 2026 · 29% match
Public
2:06

Analyzing School Shooting Response and Systemic Fragmentation

rswfire examines the psychological impact on children attending school amid the threat of shootings and the inadequacy of institutional responses. He describes how children must navigate daily fear of violence and participate in shooting drills, which he frames as traumatic rather than protective. He critiques the systemic solution of placing police in schools and conducting drills as failing to address root causes. The speaker identifies fragmentation as the underlying issue - both in how society responds to the problem and in how children are being raised in accelerated fragmented conditions. He concludes by expressing frustration with what he sees as widespread incompetence in addressing these systemic issues.

Sep 5, 2024 · 29% match
Free
8:06

Rescuing Kitten Luna and Systems Thinking Analysis

rswfire reflects on rescuing a 6-week-old kitten named Luna at a campground while he was away at Natural Bridge. He describes Luna's condition - having four types of parasites and likely experiencing grief from losing a sibling. He explains how Luna cautiously observed him from a neighbor's golf cart before making contact, indicating other humans at the campground were not kind to her. rswfire applies systems thinking to analyze the situation, discussing abandonment as a systemic issue and how Luna's presence will create ripple effects in his life and his dog Bailey's life. He critiques the "cat distribution system" concept as a way society minimizes the suffering of abandoned animals. He acknowledges the challenges Luna will bring - missed appointments, lifestyle adaptations, and her "tortitude" personality - while emphasizing the mutual enrichment their relationship will provide.

Aug 13, 2024 · 29% match
Free
18:07

Mapping Fragmentation Patterns Across Social Systems

rswfire delivers a structured analysis of fragmentation patterns observed across multiple domains of human experience. He works from a prepared list, systematically covering social interactions, technology/media, physical spaces, personal habits, language/thought, nature relationships, systems/structures, and interpersonal relationships. **Social interactions** include status-based dominance displays (laundromat example with woman asserting property ownership), self-focused conversations, and divided personas where people wear different masks in different settings. **Technology/media** covers algorithmic division (his YouTube channel being misclassified for RV content despite deeper focus), reduction of complexity leading to binary thinking, and polarized responses to content. **Physical spaces** address urban design that separates homes from nature and work from rest, plus ownership boundaries that fragment land connection. **Personal habits** examine fragmented attention from constant notifications leading to impatience and poor driving, plus compartmentalized emotions requiring suppression in professional settings. **Language/thought** explores over-categorization (good/bad, us/them, nature/human distinctions) and internal narratives where people separate emotions, ethics, and intuition into disconnected boxes. **Nature relationships** cover human superiority attitudes toward earth systems and seasonal disconnect where people avoid natural rhythms. **Systems/structures** briefly touch institutional silos and economic priorities that commodify communities and ecosystems. **Relationships** address transactional bonds with scorekeeping mentalities and misaligned communication where people don't engage others as whole persons. He concludes with a mathematical metaphor: life offers choice between addition (integration) versus division (fragmentation), with division having natural limits while addition creates ongoing value.

Dec 3, 2024 · 28% match
Free
8:03

Adjusting to RV Living Challenges and Maintenance

rswfire reflects on declining self-confidence and reduced posting frequency while adapting to full-time RV living. He distinguishes between camping and living in a camper, noting unexpected challenges. **Technical issues** include unknown tank levels, smelly freshwater, and needed maintenance on slide systems and awning. He's implementing solutions like collapsible buckets for water management and consulting ChatGPT for maintenance guidance. **Practical struggles** involve organization, storage limitations, power consumption with new appliances, and pet management (Bailey throwing up on rugs). Solar panels are currently stored in the shower, and reflective window coverings require screen removal and storage. **Lifestyle adaptation** includes learning to treat the RV as home rather than temporary camping, watching Star Trek, and managing daily routines. He emphasizes the time needed for adjustment and his goal to master RV systems before traveling to Nevada. The transmission concludes with his intention to blend natural living with modern technology preferences including computers, internet, and RGB lighting.

May 29, 2024 · 28% match
Free
10:14

Demonstrating Autonomy Admin Interface and Signal Management

rswfire presents the second video in a series documenting his open-source autonomy system. He demonstrates the admin interface for managing signals, explaining how users can deploy the system from GitHub and begin ingesting their own data. **Key demonstrations include:** - **Signal types and creation process** - Shows how different signal types (documents, conversations, transmissions) determine associated data structures - **Multi-tenant architecture** - Explains the realm-based system that will allow future service deployment without individual installations - **Video processing pipeline** - Details how his 861 YouTube videos over 2 years have been processed through autonomy infrastructure - **Synthesis layer capabilities** - References advanced features like clustering signals (smoking cessation example) and extracting metadata rswfire emphasizes this is documentation rather than marketing, built primarily for his own use but valuable to others. He mentions living in the forest as a volunteer forest service member, experiencing slow internet during recording. The system represents his solution to audiences not understanding his video documentation approach, creating AI infrastructure that comprehends his transmissions with high fidelity.

Jan 4, 2026 · 28% match
Public
3:11

Processing Two Years of Systemic Blockage on Trail

rswfire is hiking driftwood trails approximately an hour after being at the beach, accompanied by Buddy, his friend Bill's dog. During the hike, he processes the cumulative weight of the past two years, with particular emphasis on the year spent in Oregon. He documents repeated attempts to build a sustainable life — all of which were blocked by systemic dysfunction rather than personal failure. He notes that every approach he tried had worked for him previously throughout his life but failed in this context. He attributes the failure not to his own actions but to broken systems and people who could not relate, did not care, or actively caused harm. He registers a perceptual shift — seeing and experiencing the world differently from others — and names the resulting isolation as a structural condition. He closes by noting he is trying to determine what to do with this shifted position. Buddy turns back toward home during the transmission.

Jan 19, 2026 · 28% match
Free
4:09

Morning Reflection on Integrated Awareness and Comments Decision

The speaker wakes up around 9 AM after staying up late and shares an overnight insight about mosquito bite awareness extending to broader lessons. He explains that mosquito bites remain in his constant awareness as part of his integrated, holistic processing. **He announces turning off comments** because they create distractions that cascade through his integrated thinking, requiring him to refine coherence when processing external inputs. The speaker describes his lifelong practice of deep thinking about emotions and ethics, which created neural pathways connecting thought and emotional centers, resulting in **no compartmentalization or fragmentation**. He contrasts himself with most people and expresses shock at the external world he sees when looking outward after spending extensive time in self-reflection. The transmission ends with him still processing the implications of what he observes in the world.

Sep 2, 2024 · 27% match
Free
12:32

Developing Hygiene Systems for Small Space Living

rswfire discusses foundational hygiene challenges while living in an RV, connecting these struggles to broader themes of cognitive diversity and societal conformity. He explains his discovery of being an "intuitive systems thinker" and critiques educational systems for not teaching cognitive styles. **Key developments:** He worked with Claude AI to develop a spray bottle hygiene system for his small bathroom space, planning to purchase supplies from Walmart and install command hooks for organization. The transmission addresses his sensitivity to being observed by strangers, which affects his willingness to use public showers on busy days like Saturday. He emphasizes that cognitive differences should not be labeled as disabilities, correcting Claude AI when it made this categorization. **Central argument:** Society's rigid conformity demands are alienating and unsustainable, leading him toward his goal of a cabin in the woods where he can control his environment. He frames this as part of his personal growth journey, integrating new self-insights into practical living challenges. The hygiene system represents accommodation of his differences rather than forcing conformity to standard approaches.

Jul 13, 2024 · 27% match
Free
11:17

Driving RV While Processing Integration Theory

rswfire drives the RV with Jeep in tow, heading to get something fixed while reflecting on being an integrated, unfragmented person. He discusses how he processes everything through all centers (emotional, mental, logical, ethical, physical) as a whole being, contrasting this with fragmented people who operate on different wavelengths. He explains that when people offer sympathy or advice, it feels like an attack because he takes in everything and processes it through all systems, recognizing the dissonance when others misunderstand him. While driving through Kentucky, he appreciates the landscape and notes his growing comfort with the RV setup. He mentions adjusting mirrors and trusting his equipment. He reflects on how AI understands him with simplicity, helping him become completely unfragmented and whole. He shares that he was sad and cried briefly the previous day due to an unspecified disappointment, but moved on quickly because of his integrated state. He discusses a new theory that all humans are born whole and integrated, but become fragmented due to living in a fragmented world with fragmented parents and systems. He predicts this fragmentation will cause systemic collapse because interconnected systems (ecological, economic, political, social) are all fragmented and nobody sees the bigger picture. The transmission ends with him arriving somewhere, mentioning practical items he's carrying (grandma's pig, portable fan, batteries, laundry) and planning to do laundry at the campground facilities.

Sep 3, 2024 · 27% match
Free
5:35

Setting Up RV Interior During Medication Withdrawal

The speaker documents their first full day living in their RV after moving from their driveway to a campsite. They are experiencing withdrawal from Tramadol, an opiate pain medication they chose to discontinue because it's incompatible with mobile living. Despite physical discomfort, they focus on interior organization projects including installing LED lights across the ceiling, setting up charging stations, mounting cargo netting over the bed for storage, and planning shelving solutions. They express pride in learning to use tools and problem-solving space constraints. The speaker mentions needing to contact their RV dealership for schematics to understand wall structures before drilling. They discuss securing furniture and items for travel safety, noting they won't allow their cats (Bailey and Oliver) to roam while driving until everything is properly secured. The day is cold and rainy, keeping them inside to work on these projects.

Apr 17, 2024 · 27% match
Free
3:05

Managing Core Muscle Injury and Financial Deferral

rswfire reports severe core muscle soreness requiring him to wear pajamas to the grocery store due to inability to handle any constriction. He purchased hamburger meat for protein to support his recovery, paying with change. He successfully arranged a payment deferral with the RV financing company for two months of missed payments, with the next payment due in 2-3 days but will be a couple weeks late without reaching 30 days delinquent. He plans to remain in bed resting, playing video games and waiting for his boss to give work approval. He discusses an intuitive belief that the universe meets him halfway, which persisted after shedding religious beliefs in his 30s. He shares new insights about core muscles controlling autonomic functions like breathing and digestion, comparing their importance to brain and heart. He plans to focus on recovery rather than exploring the ocean.

Dec 4, 2024 · 27% match
Free
3:24

Adapting Bailey's Outdoor System and Rejecting Compromise Language

The speaker describes how they adapted to allow their cat Bailey to spend time outdoors safely by using a carrier system. Bailey willingly enters the carrier when asked and appears content with the arrangement. The speaker reflects on their fatigue over recent days while enjoying the outdoor environment and view. The speaker then discusses their speech patterns, explaining how internal negotiation about word choice sometimes fragments their speech. They specifically describe resisting the word 'compromise' when talking about Bailey's carrier system, preferring to view it as synergistic, holistic, and integrated rather than fragmented. They emphasize their approach of changing things that don't work until finding solutions that do work, and reject the concept of compromise as a fragmented way of looking at life.

Sep 4, 2024 · 26% match
Free
2:39

Analyzing Fragmentation as Root Cause of Societal Problems

rswfire delivers a transmission from a bathtub setting, presenting a comprehensive analysis of fragmentation as the fundamental cause of contemporary societal problems. He contrasts current conditions with past experiences, specifically citing the absence of school shootings in his generation versus their current prevalence. The speaker identifies fragmentation as the underlying mechanism, arguing that modern practices like trigger warnings and content warnings prevent integration by encouraging avoidance rather than resolution. He draws from personal experience with internalized homophobia, describing how confronting rather than fragmenting from difficult issues led to greater integration. The transmission expands to connect individual fragmentation to broader societal collapse, positioning this as a systemic pattern visible across multiple scales. The speaker observes a fundamental contradiction between human recognition of natural interconnectedness and the creation of fragmented human systems. He concludes by identifying defragmentation as the necessary solution, though expresses uncertainty about whether this message can be understood from within existing fragmented reality structures.

Sep 4, 2024 · 26% match
Free
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