Portfolio

This library documents NEXICOG Ltd's geometric AI research. Entries are grouped into reading-path buckets. Readers new to the material should begin in this section. Subsequent buckets assume familiarity with the mechanism descriptions in t…

• Welcome to the Library

Reference descriptions of the engine's observable behaviour. These entries describe what the system does from the outside without exposing the implementation. Read before the experimental reports to avoid misreading measurement description…

• A Deterministic English Fluency Layer
• Etymological Layering in English Lemmatisation
• Post-Hoc Morphology Correction for Quantised LLMs
• … 2 more

A twelve-floor survey of decisions in the history of computation that produced the current architecture of machine learning. Each floor examines a historical fork at which a continuous option was available and a discrete option was chosen.…

• The Tower — A Preface
• Floor 1 — Boole & Frege: When Truth Became Binary
• Floor 2 — Turing: The Tape That Forgot It Was Continuous
• … 10 more

A ten-entry sequence measuring a structural signal in the hidden layers of trained transformers that the softmax output mechanism does not read. Documents the signal's existence, its behaviour under training pressure, and its role in catas…

• Hexagon Cognition — The Precursor
• The Conductor Exists
• Pushing Too Far — The 70-Epoch Long Run
• … 7 more

Eleven entries examining nervous-system designs in biology and their analogues in the geometric engine. Primary sequence (entries 01-04) argues from a minimum biological case to a large-scale navigational one, via a control. Entries 05-11 …

• The Tardigrade
• C. elegans — The Control
• The Squirrel — Topology vs Coordinates
• … 8 more

Standalone investigations of trained-model behaviour. Each entry documents one reproducible behavioural phenomenon or one architecture-probing experiment, and traces the finding to its cause. Entries are not ordered; each reads independent…

• The No-Deal Button — Training-Environment Echoes in Trained Agents
• The No-Deal Button — Log Archaeology
• BarterBot — Geometric Navigation of Pre-Trained Embeddings

Notes on the Cartographer World — the procedural village that runs as a second process alongside the main VINE engine. The villagers and their tools are VINE instances; prices, moods, trades, and weather all move by the same geometric sett…

• The Cartographer — Overview
• The Starting World
• The Actors
• … 15 more