// research
Research is the slower layer of the site: market intelligence, decision systems, field notes, working papers, operating archives, and PDF-backed documents that explain the judgment behind the tools and projects. Start with Market Intelligence Field Notes for decision discipline, Systems Field Notes for operations, Innovation or Theater for AI implementation, or the CipherG archive for founder/operator history.
Market and research material on this site is background material only. It is not investment, trading, financial, tax, legal, or compliance advice, and it is not a recommendation to trade, invest, speculate, wager, allocate capital, use leverage, or copy a strategy.
Field notes
Read this for the research-note version of the market work: what can be measured, what survives costs, and why a visible edge can still disappear under real constraints.
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Field notes
Read this first for the operations thread: documentation, support habits, handoffs, runbooks, and the cost of keeping critical knowledge in one person's head.
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Research note
Read this for the interface-risk thread: clean product surfaces can reduce friction while hiding custody, platform, financial, or operational complexity underneath.
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Research papers
Finished long-form papers already appear as their own entries in this list — see Innovation or Theater (with a downloadable PDF) and The LLM Ladder. This card is the forward-looking shelf where additional deep writeups land as they are completed, not a hidden index of pages.
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Market Systems / Operating Archive
A founder/operator archive by Grayson Dodson on CipherG, a former P2P Bitcoin liquidity operation, and the operating lessons around trust, payment verification, platform risk, fraud pressure, scale, and controlled exit discipline.
Published
Security research
Read this for the site's public risk boundary: static pages, browser-local tools, no visitor accounts, scoped deployment, and future hardening notes.
Updated
Research / Field Guide / Living Reference
A web-native working reference for the vocabulary behind modern AI systems: tokens, embeddings, attention, logits, softmax, temperature, training, inference, RAG, tools, and deployment.
Published
Applied AI Research / Working Paper
Innovation or Theater introduces the AI Implementation Decision Framework: a deterministic assessment model for deciding whether a proposed AI implementation should proceed as proposed. It separates organizational AI posture from localized risk and produces a defensible YES / NO as proposed decision.
Published
Field notes, working papers, and operating records behind the portfolio.
Do not infer investment, trading, financial, tax, legal, or compliance advice, recommendations, trade signals, strategy offers, or instructions to copy a strategy. Market and research material is background material only.