AI Replaces Human Appraisers stardate 2019.420

AI can finally consider all the data that matters, structured and unstructured. This becomes a threat to human appraiser job security.

Ben Taylor
Jun 5 · 7 min read
Another job goes terminal due to rapid AI advances. AI has developed to the point that it can consider more data, in an unbiased form, than any human could. This problem has also moved from R&D to an afternoon curiosity for an engineer.
This shows 20K properties, colored based on price. Purple is cheap, yellow is expensive.
Here is a closer look, you can see Park City, Utah is $$
This shows the predicted price vs actual in millions of dollars. This is our r-value of 0.98 on validation
This show the model’s ability to cluster neural network features for text and main image
This image shows relative impact across structured/unstructured components

Predict

where the future is written

Ben Taylor

Written by

Ben is a cofounder at Ziff.ai, delivering automated deep learning into production. Ben is a recognized deep-learning expert and keynote speaker.

Predict

Predict

where the future is written