Admin Dashboard
Observe the symbolic-neural ingestion pipeline in real-time.
Topic Analysis Preview
Steering Friction / Nuance
🚨 Discovery: Unlisted Significant Actors
🧬 Forensic Entities (Research Candidates)
Verified Atomic Claims
Raw Audit Data
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| Time ↓ | Topic | Status ↕ | Pipeline Stage |
|---|
| Entity | Total Claims | Refutations | Corrections | Extraction Integrity | Friction | Consistency Score |
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Aggregating Fact Scores from vfs-analytics...
Resource Consumption
Operational expenditures and mission efficiency metrics.
Mission Impact
Quantifying the conversion of operational spend into factual clarity and objective analysis.
Detailed Spend Summary
Granular breakdown of API consumption and associated expenditures.
| API Resource | GenAI Tokens | newsAPI.ai Tokens | Total Spend |
|---|---|---|---|
| Grand Total | - | - | $0.00 |
Editorial Management Hub
Manage investigative series and episodes.
Investigative Series
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Reference documentation for VFS architectural principles and strategic alignment.
Mission Alignment Philosophy
The core ethical and strategic framework governing VFS factual prioritization and mission-centric oversight.
Workflow Architecture
Technical documentation of the symbolic-neural hybrid pipeline, event orchestration, and grounding logic.
Tactical Operations Manual
Standard operating procedures for rapid ingestion triggers, manual overrides, and emergency guardrail deployment.
Engineering Log
The public technical record and engineering dispatches documenting the evolution of VFS intelligence.
Forensic Case Study: Bondi
A deep-dive into the 53-step recursive workflow used to adjudicate complex stakeholder contradictions with 99.9% cost efficiency.
IND-Enabling Milestones
Mapping the VFS Hybrid AI architecture to the high-stakes legal and regulatory requirements of drug discovery and IND filings.
newsAPI.ai Strategy
Strategic allocation of the 5,000 token monthly budget to maximize high-precision factual yield and narrative grounding.
Manage research authorities and name resolution variants.
| Active | Authorized Heading | Admin Note | Variants | Actions |
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Syncing Authority Map...
| Active | Theme / Topic | Admin Note | Taxonomy (DMOZ) | Variants | Actions |
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Syncing Narrative Themes...
Strategic Thematic Recommendations
Fingerprints detected in approved topics (Concept URIs & Taxonomic Anchors).
| Type | Recommendation | Identifier / URI | Frequency | Action |
|---|
Domains flagged for 'Strategic Guardrails' based on cost-to-mission yield.
| Domain | Spend (Est.) | Factual Yield | Efficiency Index | Status | Actions |
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Calculating Source Yield Metrics...
Community Management
Review contributor applications and manage global user roles.
| User Identification | Syndicate Nickname | Role | Last Active | Actions |
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Mission & Policy Control
Edit the core protocols and discourse guardrails of the VFS Syndicate.