Peer-reviewed investigations, thermodynamic compute studies, and applied AI systems architecture authored by Quantum Tiger Labs. Advancing national sovereign intelligence, low-latency inference, and edge autonomy.
Our research teams work quietly across multiple foundational domains — from inference economics and thermodynamic boundaries to sovereign compute hardware, multi-sensor computer vision, and autonomous agent governance.
Rather than treating AI as speculative research, Quantum Tiger translates mathematical theory and hardware physics directly into production deployments: private enterprise compute nodes, autonomous edge appliances, and sovereign defense infrastructure.
Achieved via localized inference nodes compared to hyperscaler cloud roundtrips.
Sub-10 millisecond response speeds achieved on edge vision and LLM inference pipelines.
"The only true intelligence, human or artificial, is one that knows it's thinking."
— Quantum Tiger Labs Charter8 Publications · Full HTML Scholarly View & PDF Archives
Authors: Rana Dutta & Quantum Tiger Systems Architecture Team
Examines the fundamental economic and architectural divergence between frontier model training and sovereign inference, demonstrating how localized inference unlocks sustainable applied AI.
Authors: Quantum Tiger Systems Architecture & Advanced Physics Lab
Analyzes the hard physical thermodynamic boundaries of centralized frontier AI scaling, proposing localized thermodynamic partitioning and sovereign micro-datacenter architectures.
Authors: Quantum Tiger Autonomous Agents Core Team
Presents Atomics, a formal architecture for deterministic autonomous code generation, multi-agent validation loops, and verifiable enterprise software synthesis.
Authors: Quantum Tiger Edge Vision & Multimodal Perception Group
Introduces AirCanvas, a low-latency spatial computing pipeline running on resource-constrained edge hardware for zero-latency gesture recognition and interactive air-surface computing.
Authors: Quantum Tiger Sovereign Governance Lab
A comprehensive edge IoT and sovereign predictive AI framework for continuous ecological monitoring, pollutant tracking, and water discharge regulation along the Ganga river basin.
Authors: Quantum Tiger Public Policy & Regional Infrastructure Team
A policy blueprint outlining sub-national AI autonomy, regional sovereign cloud infrastructure in Kolkata/Kharagpur, localized high-bandwidth compute nodes, and regional talent pipelines.
Authors: Quantum Tiger Multi-Agent Systems Group
Explores decentralized consensus mechanisms for autonomous agent networks, preventing single points of computational failure and enforcing cryptographic audit trails in strategic decision pipelines.
Authors: Quantum Tiger Applied Intelligence Systems
A practical engineering methodology demonstrating how sub-50ms on-device inference engines increase conversion velocity and customer personalization yield while maintaining 100% data residency.
Discover how Quantum Tiger transforms research in inference physics and thermodynamic compute into on-premise hardware appliances and private autonomous software.