Power User's Guide to Large Language Models Analysis · Methodology · Cognitive Systems Power User's Guide to Large Language Models Beyond Prompt Engineering, Automation, and One-Shot Outputs This guide describes how to use large language models as reasoning environments, cognitive instruments, and components inside a long-term knowledge system. It is not about prompt tricks or…
The Savannah Protocol · Red‑Flag Framework (corrected footnotes) THE SAVANNAH PROTOCOL Absolute Red‑Flag Framework for Psychedelic Safety ⛔ ABSOLUTE RED FLAG — NON‑NEGOTIABLE — ABORT IMMEDIATELY (NON‑CLINICAL CONTEXT) If anyone agrees to sit for you while you are in an active major crisis, ABORT. No exceptions (outside a licensed, medically supervised program designed for acute care). This rule…
Fieldmanual: Dual-Core Civilizational Backup Architecture Fieldmanual: Dual-Core Civilizational Backup Architecture Public Reconstruction Substrate + Separate Machine Training Substrate. Offline-first Privacy Absolute Strict Infrastructure Separation TL;DR CC: Public, human-readable, ~2–4 TB. LTC: Separate, machine-optimized, capped at ~10 TB (v0.5). Rule 0: Never share distribution…
Trust infrastructure as public safety infrastructure Debates about drug policy usually focus on laws. Change the statutes. Elect different officials. Argue that criminalization causes harm. Sometimes this works. Often it doesn’t. Because many of the harms associated with the “war on drugs” are not primarily legal. They are structural. They arise from a simpler condition: Illegal markets lack trust…
Minimal Federated Trust-Bound Social Infrastructure (Ur-Protocol) Complete Specification and Field Manual v0.5 Part I: Specification 0. Scope Ur-Protocol defines a portable identity + small-group coordination substrate. It is not: a platform a company service a monolithic app a global social graph It is: a protocol that allows many independent servers and many independent clients to coordinate…
Field Manual: Epistemic Self-Defense with Large Language Models Doctrine, Procedures, Constraints 0. Purpose This document defines the primary strategic use of locally operated large language models. Not content generation. Not companionship. Not automation of thought. Primary function: reduce the cost of verifying claims. Outcome: epistemic self-defense. 1. Core Premise Large language models are…
Trust Infrastructure Protocol FAQ Section 1 — The Basics 1. What is this system? It is a private safety-check system that helps people in risky work or social situations quietly share information about who is safe and who is not. It is not : a marketplace a dating app a booking service a public review site It only answers one question: “Has this person been safe to deal with before?” 2. Why does…
Rehabilitation Without Forgiveness Why Safety Systems Should Reward Behavior, Not Character Most systems designed to reduce harm are built around punishment. They ban people. They shame them. They demand apologies, explanations, or visible remorse. This feels like accountability. In practice, it creates new problems. Punishment systems try to decide who someone is. Safety systems should only care…
Why This Is Not a Platform, but Infrastructure Like TCP/IP or HTTPS When people hear about a new "trust system," their instinct is to assume it is a platform. A website. An app. A marketplace. A new intermediary that sits between people and extracts value. That instinct is understandable, because almost every attempt to solve trust online over the last twenty years has taken that form. But this…
How to Make Tourism Honest Again - Without Platforms, Police, or Lawyers Tourism has a trust problem that everyone treats as inevitable. If you have ever stepped off a cruise ship or arrived in a high-traffic tourist city, you already know the pattern: Prices quietly change once you sit down, "Special fees" appear at checkout, Quality drops after payment, Disputes go nowhere because you leave…
Why This Trust System Works Without High-Speed - or Even Continuous - Internet One of the quiet advantages of this system is also one of the least obvious: it does not require fast, constant, or even reliable Internet access. That’s not an implementation shortcut. It’s a design choice. In fact, the system works almost anywhere on Earth where someone can get some Internet access occasionally - even…
Why Good Actors Have Nothing to Fear From This System (Mathematically) Whenever people hear “reputation system,” their first reaction is fear. What if someone lies about me? What if one bad interaction ruins my name? What if I get attacked before I can respond? Those fears are reasonable — because in most systems, they’re true. This system works differently, and the reason is mathematical , not…
Abstract Modern commerce tolerates a class of predatory behavior that remains profitable precisely because it operates below legal enforcement thresholds. Small businesses and freelancers face systematic late payment, scope coercion, and retaliatory pressure, while existing remedies—litigation and public review platforms—are either economically irrational or structurally weaponizable. This…
How to Stop Predatory Businesses — Without Platforms or Lawyers The Silent Tax of Doing Business If you’ve run a business, hired a contractor, or worked as a freelancer, you’ve paid it. The unexplained 10% shaved off the final invoice. The client who agrees to a scope, then pressures you to do triple the work “to keep the relationship healthy.” The large company that pays in 120 days instead of…
How Journalism Can Build Trust Without Platforms: A Protocol for Source Relationships The Unspoken Crisis in Journalism The relationship between journalists and sources is the foundation of public knowledge, yet it operates in a dangerous twilight. Sources risk careers, freedom, and safety. Journalists risk manipulation, legal entrapment, and publishing falsehoods. The system relies on a fragile,…
How to Make the Entertainment Industry Safer for Talent — Without Platforms The entertainment industry has a safety problem that keeps repeating for structural reasons, not because people are uniquely immoral. The system concentrates power in gatekeepers, runs on informal access, and punishes escalation. Platforms and “reporting tools” promise fixes, but they usually add surveillance, legal…
How Student Associations Can Make Campus Dating Safer at Scale — Without Platforms The False Choice in Campus Dating Safety Universities tend to frame dating safety as a binary problem. Either nothing happens —students are told to “be careful,” trust their instincts, and navigate risk alone—or harm escalates into formal reporting, disciplinary proceedings, and institutional intervention. Both…
Making Peer-to-Peer Exchange Safe Without Platforms The Problem: Trust Failure at the Smallest Scale Consumer-to-consumer markets—second-hand sales, local services, online classifieds, peer rentals—are where trust fails most quietly and most often. These markets are characterized by: One-off or infrequent interactions Low margins but high friction Weak formal enforcement Asymmetric information…
Making Work Safe Without Platforms A Trust Infrastructure for Labour Rights in Restaurants and Small Businesses Introduction: Where Labour Rights Quietly Fail Restaurants and small businesses employ a large share of the workforce most exposed to abuse, precarity, and retaliation. Wages are often informal, schedules unpredictable, boundaries porous, and enforcement weak. Workers depend on goodwill,…
How to Make the Gig Economy Safe and Trustworthy at Scale — Without Platforms The False Premise of the Gig Economy The gig economy is usually framed as a trade-off: Flexibility versus security Convenience versus safety Scale versus trust Platforms like Uber, TaskRabbit, Care.com , and others present themselves as the necessary compromise: without centralized control, background checks, ratings,…
Platform-Less Ride-Sharing: A Trust Infrastructure, Not a Platform Core Claim Ride-sharing does not require platforms. It requires trust infrastructure. Uber and Lyft did not solve transportation. They solved coordination under uncertainty —and then wrapped that solution in surveillance, extraction, and coercive control. Once trust is separated from coordination, the platform becomes unnecessary.…
Sex Work Safety Protocol: A Ready-to-Implement Specification Executive Summary This is a complete, ready-to-build system for sex worker collective safety. It provides pseudonymous reputation tracking, verification codes, and mathematical protection against retaliation—without becoming a marketplace or collecting identity data. 1. What You're Building 1.1 Core Purpose For sellers: Screen buyers…
A Trust Infrastructure Protocol for Asymmetric-Risk Markets Core Protocol This specification describes a trust infrastructure protocol for markets characterized by asymmetric risk, weak formal enforcement, and high retaliation costs. The protocol makes pattern harm legible and expensive without identity escrow, centralized control, or permanent records. 1. Foundational Principles 1.1 Epistemic…