“You need more pre-training data… give the model a bunch of data and think… transform this data… pre-trained on it would make the model smarter”
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Said on "The Cognitive Revolution"
Fikret Kalay · Digital Builder · How AI Is Helping Construction Teams Turn Data Into Better Decisions
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Built the Data Hive platform that centralizes construction data, links IDs across Revit models, drawings, specifications, photos and sensor readings, making the data machine-readable and searchable
“You need more pre-training data… give the model a bunch of data and think… transform this data… pre-trained on it would make the model smarter”
“We do have data in the construction industry. 95% of that data is not utilized”
“We trained models on internal data and then predicted on external data… total number of tests … like 13 million across 500 protein targets.”
“Experienced logging issues… photo and say, hey, this photo is an indicator of this problem… real-time location services and moisture meters… upload that data and give the model greater context”
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