A new study reveals that top models like DeepSeek-R1 succeed by simulating internal debates. Here is how enterprises can harness this "society of thought" to build more robust, self-correcting agents.

Abstract: From seismic analysis to reservoir modeling, geological and geophysical data processing applications are the primary components in determining the value of an asset for oil and gas companies ...