// 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 PDF
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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Note PDF 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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Shelf 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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Archive PDF 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
Note 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.
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Guide PDF Research / Field Guide / Living Reference
A web-native map of modern AI systems, now including clearly tagged emergent terms across reasoning, training, retrieval, agents, safety, and inference infrastructure.
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Paper PDF 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
Two failure stances and one default: why a permission gate should block when it cannot answer, how latching stops a flapping input from causing churn, and why a gate that is built is not a gate that is armed.
Published
Field notes
When an unattended process dies, the thing best placed to notice is the thing that died. This note covers the heartbeat contract, the four-state decision, idempotent remediation, and the exposure the design deliberately accepts.
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.