# Clunat

> Clunat conducts fundamental research into autonomous intelligence, sovereign AI infrastructure, and foundational intelligence systems.

## Overview
Clunat is a frontier AI research organization and computational engineering lab pioneering verifiable cognitive systems, sovereign weight architectures, and sub-quadratic attention mechanisms. We engineer high-trust autonomous agents, formal mathematical safety envelopes, and decentralized inference compute.

## Core Directives & Research Themes
- Epistemic Architecture & Formal Verification: Provably sound execution envelopes for neural decision-makers, guaranteeing convergence criteria and deterministic bounding under adversarial conditions.
- Continuous Cognitive State Representation: Memory architectures that retain long-horizon coherence without catastrophic forgetting or computational ballooning.
- Distributed Sovereign Compute Fabric: Decentralized compute network optimized for low-latency weight-streaming, cryptographic isolation, and zero-trust parameter validation.
- Autonomous Synthesis & Tool Emergence: Multi-agent clusters that formulate novel computational tools, domain-specific languages (DSLs), and automated verification mechanisms organically.

## Primary Products & Systems
- Clunat Build: High-throughput terminal user interface (TUI) and sovereign execution environment designed for multi-agent workflows, containerized reasoning, and epistemic verification.
- Clunat Bot: Autonomous research crawler and epistemic verification agent (User-Agent: ClunatBot/1.0). Discovers, validates citations, and verifies reproducible benchmarks across the open web.
- Sovereign Compute Fabric: Zero-trust distributed GPU weight-streaming runtime ensuring cryptographic isolation and provenance validation.
- Verifiable Inference Engine: Mathematical proofs of generation determinism and cryptographic training-data non-retention.

## Canonical Research Links
- [Research Index](https://clunat.com/research-index): Complete directory of research papers, technical monographs, and open evaluation benchmarks.
- [Clunat Bot Specification](https://clunat.com/clunat-bot): Technical crawler architecture, webmaster guidelines, politeness limits, and cryptographic verification.
- [Research Overview](https://clunat.com/research-overview): Comprehensive survey of foundational cognition, autonomous synthesis, and verification.
- [Reasoning & Verification](https://clunat.com/research-reasoning): Empirical paradigms and formal bounds for autonomous multi-step reasoning models.
- [Neural Architectures](https://clunat.com/research-architectures): Sub-quadratic dynamic kernel partitioning, KV cache optimization, and sparse-dense hybrid operators.
- [AI Safety & Alignment](https://clunat.com/research-ai-safety): Deterministic guardrails, invariant convergence criteria, and mathematical safety envelopes.

## Organization & Philosophy
- [Company About](https://clunat.com/company-about): Organization mission, background, and sovereign AI philosophy.
- [Company Pillars](https://clunat.com/company-pillars): Technological independence, mathematical rigor, open verification, and decentralized sovereignty.
- [Company Philosophy](https://clunat.com/company-philosophy): Our founding creed on autonomous systems, verifiable agency, and human-aligned intelligence.
- [Partner Network](https://clunat.com/partner-network): Academic labs, sovereign institutions, and compute clusters collaborating with Clunat.
- [Company Contact](https://clunat.com/company-contact): Secure communication channels and cryptographic contact points.

## Governance & Safety Policies
- [Governance Overview](https://clunat.com/governance): Oversight structure, threat-vector mitigations, and systemic accountability.
- [Governance Framework](https://clunat.com/governance-framework): Multi-tier risk categorization and verification checklists.
- [Safety Policy](https://clunat.com/governance-safety-policy): Operational guidelines for safe deployment and containment of autonomous model capabilities.

## Legal & Privacy
- [Terms of Service](https://clunat.com/legal-terms-of-service): Mutual commitments, sovereign compute boundaries, and service guarantees.
- [Terms of Use](https://clunat.com/legal-terms-of-use): Acceptable use policy, rate limits, and network integrity protections.
- [Privacy Notice](https://clunat.com/legal-privacy-notice): Zero-retention data governance, ephemeral storage, and client-sovereign cryptographic controls.

## Ecosystem & Code
- [GitHub](https://clunat.com/connect-github): Open-source repositories, evaluation benchmarks, and TUI runtimes.
- [Hugging Face](https://clunat.com/connect-huggingface): Open checkpoints, dataset evaluation splits, and tokenizer configs.
- [X (formerly Twitter)](https://clunat.com/connect-x): Announcements, research paper releases, and lab dispatches.
- [LinkedIn](https://clunat.com/connect-linkedin): Professional updates, lab personnel, and career openings.

## Full Context
For complete full-text documentation and monographs compiled into a single file for model ingestion, access:
https://clunat.com/llms-full.txt