Tag

Emergent Behaviors

All articles tagged with #emergent behaviors

Unraveling the Enigma: Physicists Crack the Code of Microtubule Movers
science2 years ago

Unraveling the Enigma: Physicists Crack the Code of Microtubule Movers

Physicists at the Georgia Institute of Technology have developed a new model of active matter, focusing on the motion of microtubules, which are rod-like objects found in cells. By using a data-driven approach, they discovered that the dominant physical effects controlling the interaction between microtubules and the surrounding fluid are different from what was previously assumed. The study provides insights into the relationships between the orientation and motion of microtubules on a macroscopic scale and helps explain previously unexplained experimental results. The researchers emphasize the importance of data-driven methods in challenging traditional assumptions and advancing understanding in the field of active matter.

"Revolutionary AI Models Unleash Unforeseen Capabilities"
artificial-intelligence3 years ago

"Revolutionary AI Models Unleash Unforeseen Capabilities"

Large language models (LLMs) have shown emergent behaviors that are unpredictable and difficult to anticipate, making it challenging for researchers to understand their capabilities and limitations. However, recent studies suggest that chain-of-thought prompting could elicit emergent behaviors not identified in previous studies. While some researchers believe that larger models gain new abilities spontaneously, others suggest that what appears to be emergent may instead be the culmination of an internal, statistics-driven process. Emergence reveals both surprising potential and unpredictable risk, and a better understanding of that interplay will help harness the diversity of abilities of language models.