Corea Starstroupe Research Paper Archive
The Corea Starstroupe Research Paper Archive, a curated collection of our open-source contributions in natural language processing, embedded AI, and human-computer interaction.
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Explores computational frameworks designed to align AI systems with human intentions, focusing on ethical and purposeful interaction models. -
Details the initial development of Nexora Proto, a sub-million-parameter NLP model optimized for microcontrollers, with focus on tokenization and embedding stability. -
Introduces NeuroLite-4M, a compact language model designed for real-time NLP tasks on edge devices, emphasizing low-latency inference.
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Proposes a framework for enhancing human-computer interaction through emotionally and spatially aware interfaces, leveraging semantic context.
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Outlines the foundational implementation of PEACHI OS, a lightweight operating system for NLP workloads, with focus on microkernel modularity and token scheduling. -
Presents the stabilization phase of Nexora NeuroLite v0.6.2, with enhancements in training compression, scheduling, and vector integrity for embedded NLP.
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Chronicles the evolution from Nexora Proto to Neurolite v1.0, a production-ready model for embedded NLP with improved compression and instruction tuning.
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Documents the initial development of Auralis v0.1, a compact NLP model for instruction-following and dialog intent extraction, with focus on interpretability. -
Introduces a computational framework for real-time user intent modeling within PEACHI OS, enhancing conversational intelligence.
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Details advancements in PEACHI OS’s adaptive kernel for conversational AI, focusing on dynamic computation for real-time dialogue.
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Explores the Lumen Layer framework in Project Mindmesh, enabling adaptive cognitive interfaces for enhanced user interaction.
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Auralis: A Next-Generation Small Language Model for Nuanced NLP in Resource-Constrained EnvironmentsPresents Auralis as a next-generation NLP model for nuanced tasks in low-resource settings, building on prior Auralis developments.
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Details the Lumen Layer in Project Mindmesh, a perceptual OS architecture for advanced human-computer interaction.
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