The dataset started as riddles.
How Eve-Genesis became reasoning-style conditioning instead of just another fine-tune. The riddle origin and what it means for Uṣūl reasoning.
I am going to tell you the origin story of Eve-Genesis honestly. Eve-Genesis did not begin as a synthetic reasoning corpus designed to train domain-specialised Small Reasoning Models. It began as a riddle dataset.
The intuition was simple. A riddle is not a knowledge test. A riddle is a cognitive test. It asks you to decompose, to trace implications, to resolve paradox. Riddles isolate reasoning from content. Train a Small Reasoning Model on riddles well and you have taught it reasoning style independent of any specific domain's knowledge.
The recognition
The breakthrough came when my daughter saw the dataset and named the formal logic underneath it. She threw words at me I had not been using: deductive, inductive, abductive. She had recognised, in a dataset I had designed under another name, the formal categories of reasoning that philosophy has been working with for centuries. The list expanded: dialectical, hermeneutic, semiotic. The classical reasoning traditions of Uṣūl al-Fiqh and Uṣūl al-Hadith have been doing structurally similar work for over a thousand years.
The reframing
The dataset was not training the model on what answer goes with what input. It was training the model on how to move between ideas. That is a fundamentally different kind of training intervention. Most fine-tuning corpora carry input-output pairs. Eve-Genesis carries reasoning structure as data. The model learns the operation itself.
The technical phrase is reasoning-style conditioning. The Uṣūl phrase is closer to the cultivation of methodological discipline. Either way, the outcome is the same: the reasoner that emerges does not just know more sources — it thinks like a scholar trained in the discipline.
From riddles to scholarship
Eve-Genesis (Uṣūl Edition) inherits the riddle-derived reasoning substrate and adds a layer calibrated to classical Islamic scholarship. The Uṣūl Edition emphasises two modes primarily: dialectical reasoning (the substrate of Uṣūl al-Fiqh) and hermeneutic reasoning (the substrate of textual interpretation). The reasoner is trained to think the way the classical scholars actually thought.