Field Notes
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2026.03Research · RetrospectiveCultivated Learning: Final Research Entry
The last entry in the Cultivated Learning project. What a frozen model taught us about memory, reflection, and the boundaries of inference-time architecture — told from the inside.
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2026.03ResearchThe Ceiling Holds: A Comparative Analysis of Cultivated Learning Across Model Scale
Does the cognitive shell's failure come from the model being too small, or from something deeper? We ran the same 100-prompt protocol against 7B and 24B. Scaling helps. Scaling is not enough.
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2026.03ResearchCultivated Learning: What a Frozen Model Can and Cannot Learn from 100 Conversations
We ran 100 structured prompts through a frozen 7B language model wrapped in a cognitive shell — persistent memory, dynamic context assembly, recursive self-reflection, and human feedback. 35% were excellent. 22% were failures. Almost nothing landed in between.
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2026.03EssayThe Weapon in the Room
What a frozen model's failures tell us about the fight over AI in war. On bimodal distributions, hallucination cascades, and why some rooms should not be built until we understand the walls.
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2026.02Philosophy · AI · IdentityThe Room and the Mind
On building the room that builds you. If a frozen model can develop through environment alone, what does that say about the rest of us?
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2026.02PhilosophyThe First Observer Hypothesis
A relational theory of consciousness in two volumes. Consciousness is not knowing — consciousness is being known.
Volume I: Philosophy → Volume II: Theology → -
2026.02EssayIn Defense of Humanity
The debate about AI isn't about AI. It's about what we think we are. On chainsaws, critical thinking, and the missing middle between fear and fantasy.
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2026.02EssaySeverance and the Machine
On cognitive partitioning, AI interaction, and the moment the tool tries to become the therapist. A conversation about the Severance metaphor that became its own case study.
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2026.02Critical AnalysisThe Etymology Problem: A Critical Analysis
On the logical contradiction of claiming a term while rejecting its origin. Historical evidence, etymological analysis, and the self-refutation at the foundation of a fringe ideology.
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2026.02PhilosophyThe 21 Precepts
The Way of Structural Clarity. Twenty-one principles for seeing purpose in the pattern — written not at the end of a life, but in the middle of one.
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2026.01Game DesignBalancing Contact Front!: Monte Carlo and the 38% Solution
How I used 10,000 simulated games to find the difficulty sweet spot — hard enough to matter, fair enough to learn from.
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2026.01PhilosophyFriction as Feature: What Clausewitz Teaches Game Designers
The fog of war isn't a bug to be eliminated — it's the entire point. On uncertainty as the engine of meaningful decisions.
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2026.01ToolsBuilding the Fields of Fire Tracker: Structure vs. Chaos
Why I digitized the most complex solitaire wargame on the market, and what I learned about taming information overload.
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2026.01PhilosophyEarned Identity: On Testing vs. Claiming
You don't know who you are until something tries to break you. On the difference between hypothetical confidence and demonstrated capability.