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Research & Case Studies
Enterprise AI whitepapers, deployment insights, and industry case studies across transportation, communications, operational intelligence, and real estate technology.
Whitepapers
Small Language Models · Whitepaper
Evolutionary Optimization of Chain-of-Thought Supervision for SLMs
Subha Fernando · Janaka Sendanayake
An evolutionary approach to optimising chain-of-thought supervision for small language models - improving reasoning quality, sample efficiency, and deployability of compact models for enterprise workloads without relying on massive frontier LLMs.
PDFTransportation · Whitepaper
Intelligent Schedulers for Railways
George Rzevski · Subha Fernando
Design of complex adaptive railway schedulers combining an ontology-based knowledge base with a swarm of negotiating software agents - enabling real-time rescheduling, conflict detection, and improved utilisation across large rail networks. Includes case studies on the Moscow–St Petersburg main line and beyond.
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