∂Journal
Research in motion.
Current work and dated research notes, with SCC and ONN entries retained as explicitly labeled historical archives rather than presented as the active Main programme.
2026
Learned structure: formation, realization, and identification
The current research question separates what training forms, how that structure constrains responses, and what observations can identify. A working research direction, with Canon 24's ontology verdict unchanged.
ulr
Situation understanding: where does relevance begin?
An open inquiry into how a difference becomes relevant to a system, and when relevance becomes evaluation, without taking purpose, reward, or experience as an unexplained starting point.
theory
RobotTransformation v0.1.0: a simulation source preview
A personal project for authoring and inspecting heterogeneous robot workflows. The October 8 source preview covers a simulation workflow; post-release verification failures remain unresolved and physical deployment is unqualified.
robotics
Perception · W7 — Six Sealed Versions, Compositional Closure, First Archive
W7 sealed six canonical versions, closed H-COMP-KERNEL with the kernel-composed compositional consistency theorem, partially closed H-MORSE, archived 14 working/parking files into the first _archive cohort, and deliberately deferred the z_t / S_0 / K_read direction via Decision C.
SCC archive
Perception · W6 — Observer Moduli Space
W6 covers six canonical versions in one day, completes P-F-A1 Package I, launches and fully closes the Observer Moduli Space theory, and resets theory navigation around six epistemological questions.
SCC archive
Perception · W5 — Multi-Formation Count Bridge
W5 promotes T-L1-F, SCC's first multi-formation Cat A theorem. It adds the hard-count bridge, drafts the L1-M soft-count companion, registers two HIGH open problems, and documents the T-σ-Theorem-4 demotion.
SCC archive
Perception · W4 — Critical-3 Resolved
W4 closes the year-old Critical-3: F-1, M-1, and MO-1. The Pre-Objective Mechanism cluster and T-V5b-T enter Cat A, the σ-framework becomes the language for critical-point signatures, and the v2.0 release path unblocks.
SCC archive
First entry on the new site
A short note marking the transition from the old Jekyll site to the new Next.js stack, and what to expect from the journal going forward.
meta
Perception theory freeze -- brainstorm cycle 0001
Cycle 0001 of a structured brainstorm freezing the 2026-04-16 theory standing on whether SCC determines K endogenously or only supports narrower kinetic claims.
SCC archive
RelationWorld theory brainstorm -- five cycles on state spaces, gauge, and events
Five brainstorm cycles probing the RelationWorld state-space question: candidate constructions, gauge commitments, red-team objections, and a machine-realisable runtime schema.
theory
ONN project status report -- codebase, tests, and paper readiness
Snapshot of the ONN-ES codebase at ~45,800 lines across 154 files: module completion, 98.7% test pass rate, 11/12 paper figures done, and a prioritized punch list.
ONN archive
ONN + ORTSF — a field note on testable claims and proxy controllers
A compact field note distilled from a multi-round research-planning session: testable claims for the ONN + ORTSF pipeline, an evaluation matrix, acceptance thresholds, and the risks that most threaten faithful reproduction.
ONN archive