TECHNICAL REPORTS / TR-2025-29
—v1.0.0
Comparative Reasoning Systems
Evaluation of multi-step reasoning frameworks: FocusOS ACL reasoning vs. deep reasoning models (Google Deep Think, DeepSeek R1, Pathway Deep Research).
Report ID
TR-2025-29
Type
Technical Analysis
Date
2025-11-24
Version
v1.0.0
Authors
Comparative Research Team
ABSTRACT
We compare reasoning architectures: FocusOS ACL reasoning (ReasoningRouter and Python brain modules) and contemporary deep reasoning models. Analysis covers activation mechanisms, reasoning depth, and integration patterns.
KEYWORDS
ReasoningEvaluationBenchmarks
DOCUMENT STRUCTURE
This report follows the Thynaptic House Style Guide v1.0 structure:
- 1.Introduction
- 2.Architectural Context
- 3.Methodology
- 4.Evaluation Results
- 5.System Behavior Analysis
- 6.Limitations
- 7.Forward Research Trajectories