Proposed hypothesis
How can we tell whether an AI itinerary is trustworthy?
Verifiable sources, constraints and explanations may support itinerary acceptance without critical errors.
Offer your expertise →The catalogue presents potential research directions. A published hypothesis does not imply open recruitment, an approved budget or data access. We agree on each task’s terms before work begins.
Context
1 MLN KM is our own laboratory. We explore the path from inspiration to an itinerary with verifiable stops and constraints.
What we test
Verifiable sources, constraints and explanations may support itinerary acceptance without critical errors.
Why it matters
An appealing itinerary description does not establish feasibility.
What is known
The site describes an AI assistant, geospatial context and experience research. This test remains a proposal.
Data and resources
Verifiable public sources and synthetic scenarios; project data only by agreement.
Test plan
Create reference itineraries; check stops, time, constraints and sources; run a user review.
Primary metric
Share of itineraries accepted after critical-condition checks.
Success and stop criteria
Set thresholds before testing. Critical errors in geography, availability or restrictions prevent itinerary acceptance.
Skills and contribution
GIS specialist, travel expert, AI engineer and UX researcher. Contribution: reference cases, quality criteria and trust research.
Timing
Agree after defining data, scope and comparison.
Participation terms
Propose a research contribution, project work or partnership. Agree on payment, rights, access and publication separately before starting.
Ownership
Assign hypothesis and business owners, delivery and measurement responsibilities before starting.
Evidence pack
A hypothesis brief, baseline, comparison protocol, observations, errors and a scale, iterate or stop decision. Public evidence excludes confidential data.
Have an approach to this question?
Share one relevant example and the contribution you propose. This hypothesis will already be selected in the form.