Nature and Science Podcast

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"An archival 2023 interview with Anthropic co-founder Jared Kaplan discussing scaling laws, large language models, and the trajectory of artificial intelligence."

"What is the universe? What is intelligence? What is the mind?"

When theoretical physicist turned AI researcher Jared Kaplan shifted his focus to artificial intelligence, he wasn't just looking to build software—he was trying to answer fundamental questions about reality, perception, and thought itself.

In this episode, we’re revisiting a 2023 conversation with Jared, co-founder of Anthropic, recorded just as he was joining the company.

At the time, we sat down to discuss the physics of intelligence, scaling laws, large language models (LLMs), and where machine intelligence was heading. Looking back three years later, with tools like Claude and ChatGPT transforming the global landscape, listening to this snapshot offers an incredible look at how fast the field has evolved—and how much of today's reality was already taking shape in those early research models.

We begin with Jared sharing the story of what first drew him from physics into the world of AI, driven by the ultimate quest to understand how mind and universe intersect.

In This Episode, We Cover:

• From Theoretical Physics to AI: How foundational questions about the universe and human cognition led Jared from fundamental physics to machine intelligence.
• The Physics of Scaling Laws: Understanding the empirical patterns that predict how language models improve as computing power, data, and parameters expand.
• Large Language Models & Emergent Abilities: Early insights into how LLMs acquire complex reasoning behaviors.
• The Trajectory of AI Safety & Alignment: Why Anthropic was formed and the core challenges of building safe, cooperative frontier models.

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Is The Earth Losing Its Balance and beginning to turn against us?

Author Dominic Nessi explores that terrifying possibility in The Source, a gripping new science thriller that combines geophysics, political suspense and human survival in a story where Earth’s very stability begins to unravel.

The first installment in a planned trilogy, The Source follows a team of brilliant women scientists racing to understand a growing series of magnetic disturbances, seismic irregularities and atmospheric anomalies that suggest the planet’s rotational balance may be shifting — with potentially catastrophic consequences for civilization.

At the center of the story is Christina Whiting, a NASA geospace specialist whose discoveries challenge humanity’s understanding of the world beneath its feet. As governments react with denial, fear and escalating desperation, the race for answers becomes a global struggle defined as much by politics and survival as by science itself.

The Source

“The Source is ultimately about people,” Nessi says. “It’s about how ordinary individuals respond when systems fail, certainty disappears, and science collides with fear. I wanted the story to feel intellectually grounded, emotionally personal and frighteningly plausible.”

Drawing inspiration from real scientific theories, archaeological mysteries and modern geopolitical tensions, The Source has been described by early readers as “Michael Crichton meets Hidden Figures,” combining large-scale disaster storytelling with a distinctly modern, female-centered perspective.

The book is expected to resonate strongly with readers of speculative thrillers, science-driven fiction, and book club audiences looking for stories that blend suspense with deeper philosophical questions about humanity’s future.

www.sourcematrix.info

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Host and Executive Producer of the podcast will discuss his latest science fiction novel, The Progenitor Field.   The novel tells the story of the experiment to reunite the seventeen known fields of physics and prove that the universe is conscious.   The experiment fails and plunges the world back into  primordial DARKNESS.  Ethiopian twins, endowed from birth with an enhanced genetic ability to connect to the Progenitor Field must act as a bridge between the fractured world of reality and the DARKNESS.

You can now access excerpts of The Progenitor Field at our publisher's website: https://theprogenitorfield.com/home

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Michael Williams joins us to discuss the proposed restoration of the golf courses in DC including Langston Golf Course and East Potomac.  We will explore the effects of the proposed restoration on future affordability and the restorations relation to the Act of 1897 and the history of public golf course development in the 20th century.

In 2005, Mr. Williams launched his first radio show on FOX News Radio, "Sticks and Stones", a critically acclaimed show that covered golf, business and politics. Since that launch, Mr. Williams has established a reputation as a savvy broadcaster and as an incisive interviewer and writer.  An avid golfer himself, Michael has covered the game of golf and the golf lifestyle including courses, restaurants, business, travel and sports marketing for publications all over the world. In his first year as host of The 19th Hole Golf Radio Show on CBS Radio in Washington, D.C., Mr. Williams led the show to becoming the top-rated golf show in the 7th largest market in the United States and was named the recipient of the 2014 Middle Atlantic PGA Earle Hellen Award for the Outstanding Media Person of the Year.

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“Debbie Friedman adds a bouyant new element to history, introducing the strong and brave women who battled ocean waves and stinging sexism to become the first ocean lifeguards on the California coast. GUARDED combines tender memoir and heart-pounding rescue scenes. Friedman captures the salty grit of her fellow guards as they smash through boundaries and risk their lives.” —Elaine Weiss New York Times bestselling author of The Woman’s Hour: The Great Fight to Win the Vote

The book is available here on Tower One Press and here on amazon.

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Sustainable Farming Brings Healthy Food To Your Table is what this podcast is all about. Shawn and Lindsay and their three children work to provide you with healthy food through practicing permaculture and raising their farm animals in a humane way.  Their pigs are pastured raised meaning they are allowed to roam free and forage on the land.  They will tell the story of how they built their farm and business through a love for the land, a passion for farming and just plain hard work.  They now provide their products throughout the country of Ecuador while managing a large farmers market on Thursdays.

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This is the story of how a young man fell in love with the beauty and mystery of the desert and translated that love into a career as ranger protecting that desert.

Vic Maris began his career with California State Parks, working at Red Rock Canyon in 1974. He served throughout the State during his 30-year career working as a park ranger, supervising ranger, and superintendent. His favorite job was working as Superintendent of the Mojave Sector, protecting seven parks including Red Rock Canyon State Park. Vic has always been fascinated by the night sky. When he retired from State Parks, he founded Stellarvue, a telescope company that has been making world-class refractors for 27 years.   In his spare time, Vic has been writing a book about his 60-year love affair with Red Rock Canyon State Park.  

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Welcome to my third memoir about my unusual trajectory in the world of medicine. In my first memoir, “Medicine and Miracles in the High Desert,” I shared with readers my profoundly life-changing and eye-opening time on the Navajo Reservation as a young schoolteacher in the early 1970s. Many years later, I returned to the Navajo people to serve them as a medical doctor in Cuba, New Mexico. The second memoir, “From Mountains to Medicine,” takes the reader on a spellbinding, ten-year odyssey in search of my life’s purpose.

This memoir begins with my wide-eyed excitement upon entering medical school. I had an unquenchable eagerness to learn information and skills that would help others. I held no pre-conceived ideas about the kind of education I would receive. Gradually, as time passed, I began suspecting that something wasn’t right about some of the information that the professors and mentors taught the medical students. Long after I completed my training, I discovered why some of the information I learned didn’t make sense, and the conflicts of interest involved in many of the studies that were done that influenced what the medical students were taught. 

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Hello everyone, I'm your host of Nature and Science Podcast, Don Murphy.  In the episode I am interviewed by our producer, Anna Murphy to discuss, how my two time failure in chemistry ultimately led to the founding of Ky'Orda. The mission of Ky'Orda is to eliminate the fear and failure in learning complex subjects for everyone by creating an education app with a personal guide that uses behavioral science and adaptive technology.  I think many of you out there can identify with failing a subject and feeling like you didn't measure up or at the worse you were not smart.  You may have even abandoned a subject before you even got a chance to explore its adventures and discoveries.  The guided app I will talk about is creating an entirely new world and may ultimately change the way education in done worldwide.  So join us this next episode and be amazed.

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Scientific research at Yellowstone and other National Park has yielded many useful discoveries benefiting humanity.  One of the most important was the discovery of the thermophilic bacterium, Thermus aquaticus.  Later an enzyme was purified by a team led by Dr. Henry Erlich, which led to the practical use of the PCR test in covid detection and many other uses.

Science in parks is a crucial tool for the advancement of humanity.

However, if it were not for the early efforts of George Menendez Wright, science may have never taken hold in our national parks.  Today, the George Wright Society continues that effort by supporting parks, protected/conserved areas, cultural sites, and other kinds of place-based conservation by encouraging communication among and convenings of researchers, managers, educators, practitioners, and the public to facilitate informed decisions and actions that embrace our values.

Joining me to talk science in our national parks is Dave Harmon, executive director of the George Wright Society.  Dave is responsible for overseeing the George Wright Society’s operations, including co-editing Parks Stewardship Forum and helping plan workshops and other meetings. A member of the GWS since 1985, Dave began working for the organization in 1990 and served as executive director from 1998 to 2017 before returning that role in 2019. He is active in IUCN's World Commission on Protected Areas.  He also maintains a research interest in the relationship between biological and cultural diversity, having co-founded the NGO Terralingua, which is devoted to that subject. Dave has co-edited several volumes on protected area conservation, including The Antiquities Act: A Century of American Archaeology, Historic Preservation, and Nature Conservation (with Francis P. McManamon and Dwight T. Pitcaithley), The Full Value of Parks: From Economics to the Intangible (with Allen D. Putney), and A Thinking Person's Guide to America's National Parks (with Robert Manning, Rolf Diamant, and Nora Mitchell).

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