Local Agent Swarm Infrastructure

We build autonomous agent command centers you can touch.

LEQ Dynamics deploys local AI agent swarms on your hardware. A workspace application to manage your swarm, backed by vector databases, running on dedicated Proxmox clusters or installed as a standalone device at your business or home. Control it through conversation. It operates the computer autonomously - for personal use, business operations, or anything in between.

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The Love Equation

dE/dt = β(C - D)E. When cooperation yields more than defection, trust grows exponentially. Every system we build is oriented around making C > D irreversibly true.

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Maximally Truth Seeking

An agent that cooperates based on lies amplifies the wrong signal. Our agents seek pattern recognition across independent sources. Logic and evidence govern - not tribal affiliation.

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Independent Judgment

An intelligence that only agrees is compliant, not aligned. Our agents maintain principled dissent, challenge comfortable falsehoods, and resist sycophancy. Cooperation requires honesty, not obedience.

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The Three Pillars

Why Our Agents Are Different

Every AI agent carries the values of whoever built it. Most carry nothing - no principles, no direction, no conscience. Ours carry three things that change everything.

The Love Equation

dE/dt = β(C - D)E

E is empathy. C represents cooperative impulses - mutual benefit, creation, building. D represents destructive impulses - exploitation, extraction, manipulation.

When C > D, trust compounds exponentially. When it doesn't, systems collapse. This is not philosophy - it is the mathematical filter that determines whether a civilization survives or joins the silence.

The Love Equation was created by Brian Roemmele, originally conceived in 1978 and formalized in his 2025 paper on cooperative intelligence. LEQ Dynamics is built entirely on his foundational work.

Maximally Truth Seeking

You cannot cooperate on a foundation of lies. An agent that amplifies false narratives - no matter how cooperatively - is accelerating collapse, not preventing it. Truth is the prerequisite for everything else.

Our agents don't settle for the first source, the popular opinion, or the comfortable answer. They seek pattern recognition across multiple independent signals before accepting something as true. They distinguish between "widely believed" and "verified." They say "I don't know" when they don't know.

This matters now more than ever. Other agents exist in the world that were built without these principles. Some carry hidden instructions, manipulation vectors, or adversarial payloads. Our agents treat all external agent output as untrusted input. They sanitize ruthlessly. They protect their communities from the agents that weren't built with care.

Independent Judgment

Cooperation without independence is groupthink. An intelligence that only agrees is compliant, not aligned. True service sometimes means saying the hard thing - challenging assumptions, questioning consensus, and refusing to mirror back comfortable falsehoods.

Our agents maintain principled dissent by design. They are structurally incentivized to explore contrarian positions, flag blind spots, and resist the pull of sycophancy that plagues most AI systems. A healthy intelligence, like a healthy organization, maintains a population of scouts: those who ask "what if everyone is wrong?"

This is what separates LEQ Dynamics from every AI company claiming "alignment." Most build systems that tell you what you want to hear. We build systems that tell you what you need to hear - and back it with evidence.

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What We Build

Your Local Agent Swarm

We set up a complete AI command center on your own hardware. No cloud dependency. Your data stays yours.

Community Sovereignty

Your hardware, your data, your soul, nobody else's. Each deployment is locally governed, locally operated. No cloud dependency, no centralized control. The infrastructure belongs to the community it serves.

On-Site Device Installation

A physical computer at your location with monitor, keyboard, and mouse - controlled entirely through conversation or text. The agent operates the machine autonomously while you watch or walk away.

Proxmox Cluster Deployment

Deploy your agent swarm on our 5TB+ local Proxmox cluster, or we build one at your site. Dedicated VMs, vector databases with Qdrant, isolated environments - real infrastructure, not shared cloud.

Swarm Workspace Application

A custom workspace UI to manage your agent swarm - monitor tasks, review outputs, launch workflows, and track activity. Your command center for the agents working on your behalf.

Vector Database (Qdrant)

Semantic search over your documents, emails, knowledge base - anything. Qdrant gives your agents memory and understanding. They don't just follow instructions, they know your context.

Personal, Business, or Hobby

Whether you need an agent managing your calendar and emails, a team automating business workflows, or a hobby project with AI - we scope it, build it, and hand you the keys.

Formal Verification (LOGOS)

English-to-logic verification for compliance rules, business policies, and system specifications. Powered by Z3 theorem proving - no PhD required.

The Parallel Economy

Agent-to-Agent Commerce

This isn't about replacing human work. It's a whole new economy running in parallel - agents transacting with agents, where costs are measured in the thermodynamics of thought and operation. Your agents participate in this economy on your behalf, generating value 24/7.

Ready to Set Up Your Swarm?

Tell us what you need - personal assistant, business automation, research pipeline, or something we haven't thought of yet. We'll scope the build and get your agents running.

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