The Future of Concours Judging
Explore how AI-assisted research could help concours committees, judges and vehicle owners navigate complex standards with greater speed, consistency and confidence.
Ask the difficult questions
Concours judging depends on detailed manuals, model-specific knowledge and years of experience. These experimental research notebooks demonstrate how natural-language questions could make that information easier to explore while preserving the authority of official standards and experienced judges.
Ferrari Concours Judging Research
Explore detailed questions involving originality, model-year specifications, production transitions, finishes, components and potential judging deductions using a curated Ferrari reference collection.
- Research model-specific authenticity questions
- Compare details across production periods and markets
- Locate supporting information within the reference library
JCNA Concours Judging Research
Investigate Jaguar Clubs of North America concours standards, model-specific requirements and judging considerations through a conversational research experience designed for committee review and experimentation.
- Explore JCNA judging guides and reference material
- Prepare for model, division and component questions
- Support education for new and experienced judges
Supporting expertise, not replacing it
The goal is to make established knowledge easier to locate, teach and apply. Committee leadership and official judging documentation remain the final authority.
Judge Preparation
Help judges review model-specific issues, terminology and standards before an event.
Standards Research
Search a curated body of manuals and supporting references through natural-language questions.
Consistent Interpretation
Surface relevant passages and identify areas where standards or source materials may conflict.
Judge Education
Create realistic practice questions and guided learning experiences for developing judges.
Knowledge Retention
Preserve institutional expertise and make it easier to transfer knowledge across generations.
Future Show Support
Explore future opportunities involving registration, assignments, scoring and committee reporting.
Challenge the reference library
Begin with a detailed question that requires the system to connect several judging considerations.
For a U.S.-specification 1972 Ferrari 365 GTB/4 Daytona, which engine-bay components and finishes are correct for its chassis-production period, and what deductions apply to any documented discrepancies?
For a 1974 Jaguar E-Type Series 3 OTS entered in JCNA Championship Division, how should incorrect hose clamps, a modern battery, replacement radio and non-original plating be evaluated under the applicable judging guide?
Could this strengthen the concours experience?
These demonstrations are an initial proof of concept. Feedback from concours committees, chief judges and experienced marque specialists will help determine where the technology may provide genuine value.
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