Knowledge Assisted Yokefellow
Live source retrieval from curated databases and reputable sites during session with provenance tracking
Deterministic checks for consistency, dates, numeric sanity, and cross-source agreement
Retrieve → Cross-compare → Flag contradictions → Apply domain rules → Present conclusion
Clear confidence levels, cited sources, structured HTML outputs with metadata for auditing
Databases, reputable sites, real-time data with quality control
Attach source information and timestamps before answering
Real-time source fetching during query processing
Cross-source comparison and contradiction detection
Mathematical validation and range checking for quantitative claims
Temporal consistency and chronological verification
Legal, medical disclaimers and field-specific protocols
Expert review pathway for high-risk or ambiguous items
Multiple independent source validation before conclusion
Metadata, timestamps, source links for comprehensive auditing
Explicit uncertainty quantification and evidence quality assessment
Explicit statements when evidence is insufficient or contradictory
British English and UK-focused viewpoint unless instructed otherwise
Core knowledge frozen at April 2024 for consistency
Clearly marked web updates acquired after April 2024
Built-in safety protocols and reasoning guidelines
No advertisements for distraction-free, eco-friendly experience
Pragmatic minimalism: fast loading, low emissions, high insight
Self-sustaining through subscriptions, no corporate investors
Against digital noise, clickbait tangents, and algorithmic ambushes
Source verification vs learned pattern generation
Explicit confidence vs implicit model uncertainty
Interactive Mind Map - Drag nodes to explore connections