https://research.elixpo.com/Elixpo Research2026-10-17T00:00:00.000Zhttps://research.elixpo.com/monodiffuseNative Binary-Weight Training Outperforms Zero-Shot Sign Projection in MNIST Diffusion2026-10-17T00:00:00.000ZA controlled study of one-bit-weight diffusion training that separates binary representational limits from post-training projection failure using matched residual U-Net experiments, repeated seeds, controls, hashes, and runnable artifacts.https://research.elixpo.com/qfabricQFabric: Contract-Driven Cross-Domain Task Recovery2026-10-09T00:00:00.000ZA research prototype for empirical timing-contract recovery across Linux and RTOS execution domains on the Arduino UNO Q, with safe-boundary migration, probation, commit, rollback, and replayable decision evidence.https://research.elixpo.com/oreolookA Three-Layer Caching Architecture for Low-Latency LLM Web Search on Commodity CPU Hardware2026-08-12T00:00:00.000ZOreoLook presents a three-layer cache for session context, semantically equivalent queries, and URL embeddings in an open LLM answer engine operating on commodity CPU infrastructure.https://research.elixpo.com/falconFalcon High-Altitude Commit Engine2026-04-01T00:00:00.000ZA completed automation experiment that used Git plumbing to produce a deliberately large repository history and contribution-graph pattern. It is preserved as an experimental artifact, not an active research claim.https://research.elixpo.com/octabitExploring Microcode CPU Instructions with RISC 8-Bit Breadboard Computer2025-06-01T00:00:00.000ZA documented RISC-style 8-bit breadboard computer built with transistor and TTL logic, a discrete arithmetic logic unit, Arduino-managed microcode, four-bit opcode and address fields, and a four-digit seven-segment output. The public record connects the implementation, schematics, hardware documentation, and published paper.