About

Knowledge is not stored.
It accumulates.

Nage is building the infrastructure for source-attributed AI.

Mission

Why we build

The greatest failure of modern AI is not lack of intelligence — it is lack of memory that knows its own origin.


SEDIM treats knowledge the way geology treats time: each layer permanent, traceable, composable. Knowledge deposits in discrete strata. Every stratum retains its source. Every output carries its lineage.


We believe AI outputs should carry their lineage. Not as metadata. As architecture.

"Memory that knows its own origin."
Core Principles
Source attribution as architecture, not metadata
Knowledge isolation across domain layers
Compositional inference with traceable lineage
Empirical validation before every claim
The Team

People & organizations

Founder
Omer Asim

Software engineer and technologist building at the intersection of AI architecture and knowledge systems.

Nage AI

AI company founded by Omer Asim. Building SEDIM architecture and the Nage Platform.

Autorite

Open-source research organization. KLM (Knowledge Layer Model) is Autorite's manifesto. CONFLUX is an Autorite project.

Organization Structure
The company operates with an AI agent C-level board and a human advisory council.
Coming Soon The full story behind SEDIM, Autorite, and Nage will be published on the blog.
Open Source

Built in the open

Core infrastructure is open source. Research is public. Models are on HuggingFace.

pip
SEDIM Framework
The core library for building source-attributed models. VARVE, FACIES, STRIA, STEMMA — the full architecture.
pip install sedim
v0.6.0 10 modules 57 tests
Δ
CONFLUX
Cross-architecture SVD transfer framework. CKA-guided knowledge transfer between models of any architecture.
Apache 2.0
SVD Init CKA Gate Procrustes
HF
Models
Pre-trained SEDIM models on HuggingFace. Multiple quantization formats — FP16, Q8_0, Q4_K_M.
huggingface.co/omerasim →
nm/fehm nm/bilge nm/chi
Coming May 2026 SEDIM-Bench — the five-dimensional evaluation standard for source-attributed models.
Learn more →
Contact

Get in touch

Reach us
Researchresearch@nage.ai — Research collaboration
Enterpriseenterprise@nage.ai — Enterprise inquiries
GitHubgithub.com/NageAI
HuggingFacehuggingface.co/omerasim