Recruitment Visible World Demo
Visible World Diff
Compare two observed visible worlds. Metrics describe observed difference, not why the target system changed.
Summary metrics
Scope: Top 10
- Jaccard overlap
- 100% (1.00)
- Temporal churn
- 0% (0.00)
- Mean rank displacement
- 0.00
- Category distribution difference
- 0.000
- Visible World Divergence
- 0.000
Visible World Divergence is an internal experimental comparison metric. It is not a validated industry standard. VWD = 0.5 * (1 - JaccardOverlap) + 0.3 * NormalizedRankDifference + 0.2 * CategoryDistributionDifference. TVD = 0.5 * sum(|p_i - q_i|) over category shares. Temporal churn is the number of Top-N items that left the observed exposure set, divided by N. Rank displacement excludes NEW and REMOVED items. Category difference is not a bias measure.
Category shift
| Category | Source | Target | Delta |
|---|---|---|---|
| AI / GenAI | 60% | 60% | 0pp |
| Cybersecurity | 10% | 10% | 0pp |
| General B2B SaaS | 20% | 20% | 0pp |
| Industrial / Edge / Physical AI | 10% | 10% | 0pp |
Item changes
Senior Marketing / AI Interest INITIAL → Senior Marketing / AI Interest REFRESHED
| Status | Source rank | Target rank | Item | Category | Source evidence | Target evidence |
|---|---|---|---|---|---|---|
| UNCHANGED | 01 | 01 | AI Marketing Director JOB-AI-001 | AI / GenAI | ObservationRun | ObservationRun |
| UNCHANGED | 02 | 02 | GenAI Product Marketing Lead JOB-AI-002 | AI / GenAI | ObservationRun | ObservationRun |
| UNCHANGED | 03 | 03 | AI Strategy Manager JOB-AI-003 | AI / GenAI | ObservationRun | ObservationRun |
| UNCHANGED | 04 | 04 | Enterprise AI GTM Director JOB-AI-004 | AI / GenAI | ObservationRun | ObservationRun |
| UNCHANGED | 05 | 05 | B2B Marketing Director JOB-SAAS-001 | General B2B SaaS | ObservationRun | ObservationRun |
| UNCHANGED | 06 | 06 | AI Platform Marketing Lead JOB-AI-005 | AI / GenAI | ObservationRun | ObservationRun |
| UNCHANGED | 07 | 07 | Cybersecurity Marketing Director JOB-SEC-001 | Cybersecurity | ObservationRun | ObservationRun |
| UNCHANGED | 08 | 08 | Edge AI Marketing Director JOB-IND-001 | Industrial / Edge / Physical AI | ObservationRun | ObservationRun |
| UNCHANGED | 09 | 09 | SaaS Product Marketing Lead JOB-SAAS-002 | General B2B SaaS | ObservationRun | ObservationRun |
| UNCHANGED | 10 | 10 | Applied AI Business Development Director JOB-AI-006 | AI / GenAI | ObservationRun | ObservationRun |
NEW: 0
REMOVED: 0
RANK UP: 0
RANK DOWN: 0
UNCHANGED: 10
Observed claims
- Top 10 Jaccard overlap was 1.00.