Research Log
Notes
Notes on projects, experiments, and working models, grouped by lane so the archive stays legible without needing separate project hubs.
Sandy Chaos
Core
Sandy Chaos: Blueprint
Canonical blueprint for Sandy Chaos: what it is, what it is not, what exists now, and what must still be validated.
Discord Overlay in Arch Linux Before GTA6
A mature follow-up to a funny cursed-systems screenshot: WSL+Arch vs bare-metal Linux, and how x86_64, arm64, and memory architecture change the shape of a custom Ygg/OpenClaw workflow.
13 Nested Temporal Domains
Nested Temporal Domains gives Sandy Chaos a stricter multiscale rule: adjacent temporal layers exchange bounded representations instead of pretending omniscient cross-scale access.
14 Cognitive Tempo Orchestration
Cognitive Tempo Orchestration promotes the strongest defensible part of the older implant line into a practical, agency-preserving interface roadmap.
Sandy Chaos: From Concept Pile to Research Architecture
A field note on what became clearer in Sandy Chaos: stricter causal discipline, a cleaner blueprint, continuity architecture, and nested temporal domains.
01 Foundations
Claim tiers, causality guardrails, structural back-propagation, and falsification criteria for Sandy Chaos foundations.
02 Tempo Tracer Protocol
Channel mechanics, communication modes, timing planes, and falsification metrics for causality-safe Tempo Tracer signaling.
03 Micro-Observer & Agency
Read-write observer coupling, agency models, ethics constraints, and the bridge from local observer geometry into nested temporal domains.
Temporal Dynamics
Analyses of the physics and philosophy of communication through temporally shifted frames
Extensions & Explorations
Topological Memory: Thesis
A simpler claim: when the problem is about relationships, retrieval should remember relationships too.
04 Neuro Roadmap
Neural evidence roadmap for Sandy Chaos, now explicitly separated from nested temporal architecture and cognitive tempo orchestration.
05 Hyperstitioning and the Temporal Bridge
Claim-tiered hyperstition analysis linking narrative-boundary fields, causality discipline, and protocol implications.
Neuro Implant Cross Tempo Brainstorm
A speculative-but-grounded architecture for hybrid human/computational cognition across temporal scales
Yggdrasil
Yggdrasil Ravens
Introduces Huginn and Muninn as a flexible subsystem for scouting, reminding, summarizing, and carrying signal from the world back into Yggdrasil's canonical center.
Yggdrasil Autophagology
Defines the metabolic discipline for Yggdrasil: continuity accounting, branch/bubble/seed pressure, and operational pruning rules.
Yggdrasil Winter Pass
Specifies cadence, trigger conditions, and decision outcomes for continuity pruning and promotion hygiene.
Projects & Applied Systems
Temporal-Arc Reference Arrays
Temporal-Arc Reference Arrays offer a disciplined way to encode what survives across temporal arcs — operationalized as mechanically coupled worldline gears, grounded in renormalization group physics, and now with formal composition rules and working tooling.
Elemental Force Maps, Starting with Water and Cryptology
Before adding more symbolic force rhetoric, define minimal domain maps. Water and cryptology are good first cases because both admit clear structures, controls, constraints, and mathematical primitives.
Eternal Recurrence as a Heart Extractor
Eternal recurrence is most useful not as a metaphysical claim but as an extraction device: a pressure test for what one actually consents to repeat.
Bridging Experimental Databases and Graph Neural Networks in Materials Discovery
This paper shows that careful data alignment—not only model choice—can materially improve magnetic-property prediction by linking experimental databases to full crystal structures.
Predictive Processing Across Temporal Frames via Potential-Flow Contracts
Defines state, contracts, operator, boundaries, metrics, and falsification tests for the temporal predictive-processing proposal.
Grand Research Automation
Ideas for using automation to speed up research without losing traceability, rigor, or human judgment.
Home Security: Local-First Alerts
A simple local-first home alert setup built around reliability, privacy, and low maintenance.