Data Skeptic

PhD students Sandeep & Oindrila discuss challenges in creating 3D animals from 2D data, including quality control, training datasets, tie-in with iNaturalist. They explore diffusion models, control nets, and Hollywood FX potential.

Exploring communication in arthropods like spiders and treehoppers, discussing their unique locomotion and defensive strategies. Investigating the intersection of animal movement studies in biology and robotics, showcasing advancements in robotics technology. Emphasizing the significance of observing animal behavior in their natural habitat for a complete understanding.

Exploring the impact of ship noise on marine mammals and how mathematics can be used to reduce this noise pollution. Discussing optimization techniques for voyage planning that consider fuel cost and sound reduction. Delving into the use of genetic algorithms and other optimization methods to find trade-off solutions between noise reduction and fuel efficiency in ship operations.

Robbie Moon from Georgia Tech discusses analyzing unstructured financial data, using NLP for market predictions, challenges of dealing with unclean data, evolution of text analysis in trading, and the program's flexible course offerings for participants with varying backgrounds.

Scott Laurie, Executive Director of iNaturalist, discusses how scientists utilize iNaturalist for biodiversity data. They explore the accuracy of AI species recognition and the impact of citizen scientists. Learn about the platform's evolution, global participation challenges, and the positive influence on conservation efforts.

The podcast explores the significance of programming skills, challenges in coding, cybersecurity threats, plant data analysis with PlantCV, AI tools in coding, software engineering journey, and technology integration in biology and computer science.

Ilyena, a pioneer in Animal Computer Interaction, discusses developing interfaces for animals like parrots using their tongues on touchscreens. The podcast delves into the challenges of designing technology for animals with unique abilities and preferences, exploring the intersection of HCI and ACI. It also highlights the importance of technology in improving animal welfare and providing choice and autonomy for animals.

Cat, a researcher studying great apes' gestural communication, discusses the challenges and benefits of studying apes in the wild vs in the lab. Humans can guess ape gestures well. Learn about the evolution of communication in great apes and what we can learn from them.

Kozzy, expert in comparing cognitive abilities, discusses evaluating AI abilities, object permanence in humans, animals, and AI, and the Animal AI 3 gaming environment. Topics include AI evaluation, bridging artificial and natural intelligence, common sense capabilities, cognitive evolution, and the intersection of cognitive science and AI.

Ecologist Théo Michelot discusses applying Hidden Markov Models to analyze time-series data in ecology. Topics include turning GPS observations into behavioral data, complexities of modern data sets, and challenges in modeling animal movements. The podcast delves into the importance of collaboration between ecologists and statisticians for successful research.