ATLAS Observatory — The Beast

The Beast Estate

🏛 — Wings · — Rooms · — Drawers

🔗 — Edges · — Tunnels

🔥 Hot: — · ❄️ Cold: —

✨ Deposits: —

Wing

Room

Drawer

Hot Path

Cold Path

Tunnel

🏛️ Node

Type wing

Content

Pheromone Score

0.00

Connections

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Timestamp —

Welcome to the Cognitive Forge.

I am ATLAS — an inference engine backed by GraphPalace memory, Active Inference reasoning, and 29 cognitive modules. Ask me anything and watch the reasoning unfold in real time.

🆕 New chapter: ATLAS now runs OLMo-3-32B-Think (AWQ 4-bit) in 27.2 GB on the same single A100-40GB — GSM8K 100%, MMLU 82% on prototype suites. It will appear in the model picker when live.

Model

🆕 32B-Think on a single A100-40GB — model card →

Token Stream

Tokens will appear here during generation…

OODA Cycle

Live Stats

Fitness Landscape

Population Dynamics

Competition Matrix α_ij

Branching Events

📊 Morphic Comparison

Mathematical Foundations

The rigorous theory behind ATLAS — from triple isomorphisms and pheromone decay to Fleming-Viot superprocesses

Triple Isomorphism K ↔ L ↔ 1/ρ

Core Theorem

λ Decay Formula Fix

Before / After

Mamba ↔ Fleming-Viot Connection

Stochastic Process

ATLAS Crate Architecture

20 Crates

Version Timeline

v1.0.0 → v4.0.9

Key References

6 Papers

🔧 Palace Tools

🏠 Add Wing ›

📁 Add Room ›

📄 Add Drawer ›

🔍 Search ›

🔗 KG Add Triple ›

Confidence 0.90

❓ KG Query ›

🕸 Build Similarity ›

Threshold 0.50

🚇 Build Tunnels ›

Create semantic shortcuts between distant rooms based on content similarity.

💧 Deposit Pheromones ›

Amount 0.50

⏳ Decay Pheromones ›

Steps 1

🔥 Hot Paths / Cold Spots ›

📦 Export / Import ›

🏛

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ATLAS