ElixpoResearch

Elixpo Research

We publish research with its code, evidence, and current status.

This publication surface connects each investigation to its implementation, paper, released artifacts, public demonstrations, citation record, and reproducibility notes. It also states clearly what has—and has not—been reviewed.

Explore leading workRead the publication standard
7documented research recordsVerified 2026-10-16

Leading research

Current work with the strongest public record.

These projects combine a defined question with public implementation evidence, publication material, or runnable artifacts.

01OC
released · not reviewed

Exploring Microcode CPU Instructions with RISC 8-Bit Breadboard Computer

A 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.

Open publication record →
02OR
preprint · not peer reviewed

A Three-Layer Caching Architecture for Low-Latency LLM Web Search on Commodity CPU Hardware

OreoLook 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.

Open publication record →
03MO
preprint · not peer reviewed

Native Binary-Weight Training Outperforms Zero-Shot Sign Projection in MNIST Diffusion

A 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.

Open publication record →

Research team

The people connecting research to implementation.

These people have a verified Elixpo research role, authorship record, or attributable repository work. The section is not a ranking of researchers.

Founder, project lead and maintainer

Ayushman Bhattacharya

Coordinates Elixpo's technical direction, public releases, research surfaces, organization operations, and the shared project-foundry programme.

Related researchExploring Microcode CPU Instructions with RISC 8-Bit Breadboard Computer →Native Binary-Weight Training Outperforms Zero-Shot Sign Projection in MNIST Diffusion →A Three-Layer Caching Architecture for Low-Latency LLM Web Search on Commodity CPU Hardware →QFabric: Contract-Driven Cross-Domain Task Recovery →
Portfolio ↗GitHub ↗

Live experiments

Run the public demonstrations.

Interactive artifacts let readers inspect current behaviour directly. Each demonstration remains linked to its research record and owning platform.

Complete index

Every record and its current lifecycle.

Active investigations, completed studies, paused work, and historical experiments remain visible. Status describes current activity, not importance.

01
released · not reviewed

Exploring Microcode CPU Instructions with RISC 8-Bit Breadboard Computer

A 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.

→02
preprint · not peer reviewed

A Three-Layer Caching Architecture for Low-Latency LLM Web Search on Commodity CPU Hardware

OreoLook 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.

→03
preprint · not peer reviewed

Native Binary-Weight Training Outperforms Zero-Shot Sign Projection in MNIST Diffusion

A 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.

→04
archived · not reviewed

Emoji Contextual Translator

An archived T5 fine-tuning experiment that translates emoji-rich sentences into plain-English descriptions and includes inference and ROUGE evaluation scripts.

→05
archived · not reviewed

Falcon High-Altitude Commit Engine

A 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.

→06
technical report · not peer reviewed

QFabric: Contract-Driven Cross-Domain Task Recovery

A 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.

→07
proposal · not reviewed

Wozformer

A paused proposal to train and port a tiny attention-based language model to a 1 MHz 6502 with 8 KB each of SRAM and EEPROM, implementing the inference path in 8-bit assembly for educational inspection.

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Publication standard

The record travels with the work.

Elixpo Research is a publication and discovery surface. Owning repositories remain authoritative for their source, evidence, releases, and artifact licenses.

01

Source

The implementation and important revisions remain in the owning repository.

02

Evidence

Papers, datasets, models, hardware, and evaluations are linked when released.

03

Reproduction

Every record states what can be reproduced and which material is still missing.

04

Review

Editorial, external, and peer-review status remain separate and explicit.