Breaking Math PodcastMathematics

Breaking Math Podcast


Breaking Math Podcast

Is AI Conscious?

Tue, 08 Oct 2024

In this episode of Breaking Math, hosts Autumn and Gabriel dive deep into the complex relationship between artificial intelligence (AI) and consciousness. They explore historical perspectives, engage in philosophical debates, and examine the ethical implications of creating conscious machines. Topics include the evolution of AI, challenges in defining and testing consciousness, and the potential rights of AI beings. The episode also touches on the Turing Test, strong AI vs. weak AI, and concepts like personhood and integrated information theory. Join us as we reflect on the nature of consciousness, AI ethics, and the responsibilities tied to advanced AI technology.

Keywords: AI, consciousness, Turing test, strong AI, weak AI, ethics, philosophy, personhood, integrated information theory, neural networks

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Molecular dynamics simulation with GFlowNets: machine learning the importance of energy estimators in computational chemistry and drug discovery

Tue, 01 Oct 2024

In this episode of Breaking Math, hosts Autumn and Gabriel take a deep dive into the paper “Towards Equilibrium Molecular Conformation Generation with GFlowNets” by Volokova et al., published in the Digital Discovery Journal by the Royal Society of Chemistry. They explore the cutting-edge intersection of molecular conformations and machine learning, comparing traditional methods like molecular dynamics and cheminformatics with the innovative approach of Generative Flow Networks (GFlowNets) for molecular conformation generation.

The episode covers empirical results that showcase the effectiveness of GFlowNets in computational chemistry, their scalability, and the role of energy estimators in advancing fields like drug discovery. Tune in to learn how machine learning is transforming the way we understand molecular structures and driving breakthroughs in chemistry and pharmaceuticals.

Keywords: molecular conformations, machine learning, GFlowNets, computational chemistry, drug discovery, molecular dynamics, cheminformatics, energy estimators, empirical results, scalability, math, mathematics, physics, AI

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You can find the paper  “Towards equilibrium molecular conformation generation with GFlowNets” by Volokova et al in Digital Discovery Journal by the Royal Society of Chemistry.

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Do Plants Know Math?

Tue, 24 Sep 2024

In this episode of Breaking Math, host Autumn sits down with authors Christophe Gole and Nancy Pick to explore the fascinating world of mathematical patterns in plants, inspired by their new book Do Plants Know Math?. Dive into the intersection of mathematics and biology, as they discuss the historical context of plant mathematics and how concepts like the Fibonacci sequence, the golden ratio, and spiral formations reveal nature's inherent mathematical beauty. The conversation uncovers the optimization of plant structures, the significance of women in mathematics, and includes insightful recommendations for further reading.

Tune in to learn how math in nature plays a pivotal role in shaping the world around us, from phyllotaxis to fractals, and the broader implications for AI, physics, and topology.

Keywords: mathematics, biology, plant math, Fibonacci, phylotaxis, spirals, golden ratio, fractals, nature, science, women in math,topology, ai, physics, math, plants, gardening

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You can connect with Christophe Gole and Nancy Pick on LinkedIn, and find their Book “Do Plants Know Math?” on Amazon.

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Mapmatics: A Mathematician's Guide to Navigating the World with Maps with Paulina Rowinska

Tue, 17 Sep 2024

In this episode of Breaking Math, host Autumn speaks with Dr. Paula Rowinska, delving into her fascinating journey from earning a PhD in mathematics to writing about math and cartography. Together, they explore the intersection of these two fields, debunking common misconceptions about map-making and discussing the historical development of map projections. Key mathematical concepts such as the coastline paradox, gerrymandering, and the traveling salesman problem are examined, highlighting their real-world implications in areas like crime analysis and geopolitics.

The conversation also celebrates the contributions of underrepresented women in mathematics and underscores the importance of math in everyday life. Tune in to discover how mathematics shapes our understanding of the world through cartography, topology, and even AI.

Keywords: mathematics, cartography, map projections, coastline paradox, gerrymandering, women in math, traveling salesman problem, crime analysis, topology, metric map, ai, physics, math

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Follow Dr. Paula Rowinska at paulinarowinska.com and @PaulaRowinska on Twitter. You can also find her book Mapmatics on Amazon.

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email: breakingmathpodcast@gmail.com

The Intentional Engineer (with Jeff Perry)

Tue, 10 Sep 2024

In this conversation, Gabriel and Autumn interview Jeff Perry, a career coach and author of the book 'The Intentional Engineer'. They discuss the importance of being intentional in one's career, understanding one's passions and skills, and building a strong professional network. Jeff shares his journey from being an engineer to becoming an engineer coach and offers advice on how to navigate career transitions. They also explore the concept of 'genius zones' and how to identify and leverage one's unique strengths and talents. In this conversation, Jeff discusses the concept of the zone of incompetence, competence, excellence, and genius. They share personal anecdotes and examples to illustrate these zones and emphasize the importance of self-awareness and collaboration. They also touch on the role of mindset in driving behavior and results, particularly in the context of engineering and tech careers. Jeff offers coaching and resources for individuals looking to make intentional career shifts or upgrades.

Keywords: career, intentionality, engineering, skills, passions, network, genius zones, strengths, talents, zone of incompetence, zone of competence, zone of excellence, zone of genius, self-awareness, collaboration, mindset, engineering, tech careers, intentional career shifts

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Become a patron of Breaking Math for as little as a buck a month

Follow Jeff Perry on LinkedIn or learn more at jeff-perry.com. You can also find his book The Intentional Engineer, on Amazon.

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email: breakingmathpodcast@gmail.com

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