FieldChain: A Wire-Speed Primitive for Energy-Efficient Storage Integrity
FieldChain achieves a sustained system throughput of 41.28 GiB/s on an NVIDIA RTX 4050, saturating PCIe Gen4 x8 links. By leveraging a custom Vulkan backend, we demonstrate a peak kernel compute capacity of 166.86 GiB/s, proving that cryptographic overhead is effectively zero. Awarded Best Student Paper at IEEE CCNCPS 2026 in Dubai.
ModelVM: Virtualizing Semantic State and Model Residency for Resource-Constrained Language Model Systems
Introduces user-space memory virtualization and typed Cognitive State Packets (CSP) for LLM ensembles in resource-constrained environments, achieving deterministic state swapping and zero-copy activation caching.
The AGI Question: What Does It Take to Become a Mind?
A deep, accessible exploration bridging cognitive philosophy, neuroscience, human narratives, and computational substrate principles. Explores what is required for synthetic architectures to manifest subjective experience, paired with the full production digital reader platform.
TARS Core: A Physics-Constrained Machine Learning Pipeline for High-Precision Exoplanet Detection
We introduce TARS Core, a physics-constrained pipeline prioritizing precision. Using a linear filter cascade with Event Evidence Aggregator (EEA) and ECHO modules, it enforces orbital coherence and transit depth equations, achieving 70.1% precision in sparse NASA TESS two-transit regimes.
The Entropic Noise Boundary & Surface-Code Simulations in the Undead Zone
Derives purity-distinguishability equivalence bounds and Rényi-2 information witnesses for noisy NISQ quantum channels, establishing the separation between global observability and logical correctability using surface-code stabilizer simulations in Stim/PyMatching.