🤖
ARS
— Automated Research System🔒 GRAD+T3 · Grad / Gov / Corp — The full research loop. Hypothesis to publication, automated.
🏛️ Patent US11282088 — Automated Research System
ARS RESEARCH PIPELINE
💡
Hypothesis
Generate & validate testable claims via HypGen + literature grounding
01
→
📐
Design
ExpChooser selects optimal experimental design with power analysis
02
→
⚗️
Execution
Automated protocol execution — lab instruments, SimLab, or cloud compute
03
→
📊
Analysis
Statistical evaluation, QAIS integration, confound detection, result scoring
04
→
📄
Publication
Auto-draft structured research outputs. JATS/XML, preprint-ready formatting
05
ARS MODULE STATUS
Hypothesis Engine (HypGen)🟡 In Dev
Design Engine (ExpChooser)🟡 In Dev
Execution Orchestrator⚪ Planned
Analysis Pipeline⚪ Planned
Publication Generator⚪ Planned
PATENT COVERAGE
US Patent 11,282,088 covers the core automated research loop methodology — the integration of hypothesis generation, experimental design selection, automated execution, and structured result analysis within a unified AI-driven pipeline.
🏛️ US11282088 · HydroJoule Inc.
🔒 Full ARS pipeline requires Grad / Gov / Corp tier — partial access via ARS:QM in Curious tier