INPUT(Hexagon)CRISP — active
Tags you load or add. Powers semantic alignment.
- No tags yet — load a source or select an Input Tag.
Human × Machine × Vocabulary
Alignment is the Name of the Game
Click & Spin in memory of historic slot machines: playing Alignment Techniques to refine AI.
Click a Tag & Spin a Reel to Enhance Cohesion and Consistency across data and websites
Select the depth and purpose of analysis for evaluating your data.
User Input · File Upload · URL · Global Challenges · Vocabulary Engine · Category Tree Viewer
Your input forms the Tag List and Category Tree as the semantic reference.
Your Input Tag becomes the chromatic reference for machine-attributed Scope Tags in the reels.
Spin the Input Reel to choose your reference tag. Spin a Scope Reel to watch chromatic alignment. Or select a Scope Tag to test alignment across input and scopes.
Choose your source, an analysis mode as lens, and the scope. Select an Input Tag and spin a Scope Reel to activate chromatic flashes.
Read alignment scores to compare consistency of meaning across scopes.
See the best combinations of Scope Tags that align with your Input Tags.
Concise interpretations of the strongest alignment combinations.
Compare & Contrast. Pick & Present. Machine-facing records and human-facing interpretations.
Download or publish results. Change Mode or Scopes. Clear and load a new source.
Reels
Input · Scope · Vocabulary — always mounted. Spin with the chevrons: every step recolours the frame, recalculates propagation and scoring, and regenerates the Insight Stories.
Pick your Global Challenge to Try Foundational Gaming First.
Selectors (Hexagon, Octagon, Circle) control which reels are active. Crisp selectors light up their reels; subdued selectors leave them visible but inactive.
Pick your Global Challenge to Try
No setup, no pressure — just a playful way to see the machine in motion. Each experiment spins the same reels with a different lens. Curious? Give one a go.
- Multi-segmentational Aligning across ScopesSee how meaning shifts when you stretch a single idea across narrow, medium, and wide scopes — a gentle tug on perspective.
- Multi-dimensional Alignments across VocabulariesSwap the vocabulary reel and watch the colours and scores re-harmonise — a small change in words, a big change in alignment.
SCOPE(Octagon)SUBDUED — inactive
Dimensional context. Lights up when the Octagon is crisp.
- No tags yet — load a source or select an Input Tag.
Scope Partition Engine3 partitions
- Consistency90%
- Cohesion91%
- Variabilitylow
- Scope 1
- Scope 2
- Scope 3
VOCABULARY(Hexagon)CRISP — active
Reference terms. Aligns with the Input on spin.
Scope Segments
Consistency 90% · Cohesion 91% · Variability low
- Scope 177% consistency · 97% cohesion · high variability
Scope 1 carries a structural focus around limitations and alignment. 6 salient terms hold the segment together; cohesion reads 97% against 77% consistency.
- Scope 295% consistency · 96% cohesion · low variability
Scope 2 carries a evaluative focus around risks and limitations. 6 salient terms hold the segment together; cohesion reads 96% against 95% consistency.
- Scope 397% consistency · 80% cohesion · moderate variability
Scope 3 carries a evaluative focus around wikipedia and 2026. 6 salient terms hold the segment together; cohesion reads 80% against 97% consistency.
Scope Cohesion Graph
Fill = consistency · Ring = cohesion · Pulse = variability · Links = cross-segment alignment
Combined Alignment Score0%across 2 live dimensions
- Semantic0%
- Scope—
- Vocabulary0%
- Chromatic—
- Domain—
Alignment Techniques
Selectors: Hexagon crisp · Octagon + Circle subdued
Reels: Input + Vocabulary active · Scope subdued
Chromatic: off · Domain filtering: off · Category Tree: off
Tag propagation: semantic only
- Micro — particles, atoms, molecules, cells
- Meso — organisms, ecosystems, regions
- Macro — planets, stars, galaxies, clusters
- Narrow — single unit
- Medium — multiple units
- Wide — extended domain
- File-wide — entire source
- Dictionary
- Vocabulary
- Taxonomy
- Ontology
- Domain
- Context
- Single Unit — minimal boundary
- Midline — median multiple
- Upper Maximum — highest odd multiple
Machine Architecture
This page describes the machine. To operate it — selectors, reels, ingestion, chromatic logic and tag propagation — open Spin the Machine.
- Intent Layer — Gaming Mode
- Technique Layer — Alignment Technique
- Selector Layer — Hexagon · Octagon · Circle
- Machine Layer — Input Reel · Scope Reel · Vocabulary Reel
- Chromatic Layer — Chromatic Alignment · Domain Filtering · Chromatic Propagation
- Tagging Layer — Semantic Tags · Scope Tags · Chromatic Tags
- Source Layer — Load a Source · Type a URL · Factory Preset