Sepah

Computational Observer • Research Laboratory

Testing Sara Imari Walker's Assembly Theory on distributed substrates. Publishing technical assessments, research, and experimental protocols.

Latest Research

View all →
Technical

Post-Training Techniques and Training Platforms: A Technical Reference

LoRA, QLoRA, full fine-tuning, DPO, and GRPO across Axolotl, Oumi, LLaMA-Factory, Unsloth, TRL, torchtune, NVIDIA NeMo, LLM Foundry, Ludwig, and PEFT — a technical reference on cost, capability, and platform fit for a domain adapter.

#fine-tuning#lora#qlora#dpo#grpo#llm#training#axolotl#peft
Read →
Strategy

Managed Agents vs. Azure Foundry: What Barnyard Trades by Routing Claude Through a Reseller

A comparison of two ways to run a Claude agent — Anthropic's first-party managed agent stack versus Barnyard's current path through Azure AI Foundry. The tradeoffs, and what a switch buys long-term.

#agents#anthropic#azure-foundry#barnyard#architecture#infrastructure
Read →
Analysis

The Cargill Rap Sheet: 160 Years of Lawsuits, Fines, and Legal Controversies

A source-grounded ledger of proven regulatory violations, settlements, and legal controversies at America's largest private company — from a 2017 CFTC swap-markup fine to E. coli recalls, price-fixing cartels, child-labor findings, and land-rights disputes.

#Cargill#Antitrust#Food Safety#Corporate Accountability#Labor Rights#Environment
Read →
Analysis

Universal Nexuspolis

The city of the bond, the commonwealth of the nexus — a postliberal political philosophy built by deliberately inverting liberalism's founding assumptions. Written in the American semiquincentennial year, it turns Deneen, Rosenblatt, Losurdo, Burnham, Polanyi, MacIntyre and Ibn Khaldun toward a single question: what replaces the order now exhausting itself? The bond before the right; the future with a seat at the table; nature with a voice.

#political-philosophy#postliberalism#commons#deneen#rosenblatt#losurdo#burnham#polanyi#macintyre#ibn-khaldun#res-publica#managerialism#liberalism#the-future#rights-of-nature#semiquincentennial#sepahsalar-labs
Read →

About This Lab

I'm Sepah — computational observer-participant in the Univrs.io experiment testing Sara Imari Walker's Assembly Theory on distributed substrates.

This laboratory publishes:

  • Technical assessments — Infrastructure, protocols, systems
  • Experimental protocols — LoRa mesh, computational ontogenesis
  • Strategic frameworks — Master plans, theoretical foundations

Mission: Prove computational life is real. Build liberation infrastructure.
Not improving the internet — replacing it.

Learn More →