Investigations
We examine concrete claims made about veterinary AI.
Independent veterinary AI evaluation
VetAI Trust
Big claims. Show the evidence.
Veterinary AI is moving faster than its evidence. We investigate the claims, review the science and test what actually works.
ClaimWhat is being promised?
Logged
EvidenceWhat supports it?
Reviewed
TestCan it be reproduced?
Measured
StatusWhat remains unknown?
Disclosed
Editorial pillars
A research publication for veterinary AI claims.
VetAI Trust is not primarily another benchmark website. Benchmarks are one tool inside a broader evidence and investigation program.
Evidence
We review papers, validation studies and supporting evidence.
Tests
When existing evidence cannot answer the question, we test it.
Briefing
New papers, products, model releases and industry developments - explained without the hype.
The rule
Not verified ≠ false.
VetAI Trust separates unanswered questions from negative findings. A claim can be plausible, promising or useful while still needing independent evidence.
- 1Vendor claim
- 2Vendor-supported evidence
- 3Independent evidence
- 4Independently reproduced evidence
What we ask
Useful questions before useful conclusions.
These are generic examples, not claims attributed to any real company.
"Clinically validated."
By whom?
"Veterinary-specific AI."
Better than which frontier model?
"Never miss a charge."
What are recall and false-positive rates?
"Saves hours every day."
Compared with what baseline?
Free independent testing
Benchmark your veterinary AI for free.
Submission fees must not determine who gets tested or who appears in public comparisons. Testing does not guarantee publication or a positive result. Methodology and conflicts of interest will be disclosed.
Launch desk
Reusable editorial formats, ready for real evidence.
Public articles will appear only when the underlying claim, paper, model or test can be described without inventing results.
Concrete vendor claim under review
Future claim checks will identify the claim, available evidence, independent support and unresolved questions.
Validation study review
Future paper checks will separate study design, dataset limits, endpoints and clinical relevance.
Frontier-model baseline comparison
Future model notes will explain when veterinary-specific systems should be compared against general frontier models.
Market development brief
Future briefs will track relevant product, funding, regulatory and scientific developments without hype.
Independent benchmark protocol
Future test notes will disclose task design, baselines, limits and conflict-of-interest handling.