ResearchActive · Flagship
John’s World
A public lab notebook on generated suburbia, continuity, object tracking, and the failure modes inside synthetic worlds.
Public work archive
The complete public record.
Search and filter Eric's research, engineering notes, working systems, talks, essays, and experiments. Status and depth stay visible so a draft is never presented like a finished claim.
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SystemsEvolving · Deep dive
Coding Model Guide
A practical way to organize serious work with coding agents, from project framing through evaluation.
Model trainingActive · Flagship
Custom Model Training
Dataset design, training choices, evaluation, and release gates for teams deciding when customization is worth it.
Field notesEvolving · Note
Field Notes
Small useful workflows, strange browser discoveries, and edge cases captured close to the work.
Human performanceActive · Flagship
Human Performance
Fitness, fencing, cognition, recovery, and experiments in physical and mental durability.
WritingEvolving · Note
Essays & Public Notes
Frontier essays, observations, predictions, and quick public reflections on AI and work.