Current AI relies on probabilities; we build on certainties. ULOGIC is the company behind UMIND, the first neuro-symbolic kernel designed to generate verified knowledge, not hallucinations.
In a world flooded with synthetic content, the most valuable commodity is Verified Truth.
ULOGIC aims for AI to acquire unified capabilities in logic and computation to amplify our capacity for creation: Humans intuit, AI verifies. It will create NEW verified knowledge subject to the strict rules of context (industrial, scientific, mathematical).
Establishing the first universal "Typeless" language capable of translating human ambiguity into verifiable code.
Replacing the probabilistic "Black Box" of current LLMs with a fully traceable Neuro-Symbolic architecture.
Transforming scientific knowledge from "static PDFs" into interconnected "Computable Objects".
Creating agents capable not only of verifying but of discovering new truths through evolutionary strategies.
From Natural Language to Formal Logic. Frictionless.
Step-by-step mathematical validation. Zero hallucinations.
Global repository of living, linked knowledge.
Universal Logic Language (The hidden grammar of informal reasoning)
"A Foundational Shift in AI Reasoning"
ULOGIC breaks current paradigms: An EXACT UNIVERSAL LANGUAGE, capable of expressing informal reasoning, must unify logic, computation, and self-metalinguistics. It cannot have interpretation in anything external to itself. And it must not use artificial types. We don't need "another formal language." What we need is to find the "deep grammar underlying mathematics". We can continue using seemingly ambiguous informal expressions: it doesn't matter as long as the "underlying structure" is agreed upon.
Neuro-Symbolic Intelligence (NeSy) for scientific discovery.
The creative component. Reads natural language, proposes hypotheses, and translates intuitions to ULOGIC via In-Context Learning.
The deterministic judge. Executes ULOGIC, verifying inference rules step-by-step. Guarantees logical consistency without hallucinations.
Human exposes in informal language →
→ Neuro auto-formalizes → Neuro proposes proofs → Symbolic verifies → Neuro corrects → Generated Truth → Saved in TekHub →
→ Neuro exposes readable result (innovation and discovery)
Evolution towards an industrial architecture of autonomous discovery
Completion and Migration of the verification Kernel to Rust to ensure memory safety and massive parallelism.
Model training (Fine-Tuning) via Reinforcement Learning against the Kernel (AlphaZero style).
The "GitHub" of verified and trusted knowledge.
A centralized platform where .tkd (TekDocs) documents are stored, versioned, and cryptographically linked.
The Public TekDocs Network will allow auto-verification of proposals and papers, as well as guarantee author copyright.
OeL is not a chatbot. It is a research collaborator connected to the UMIND Kernel. It helps formalize intuitions, search TekHub, and generate proofs in ULOGIC.