From First Principles — a science podcast also known as the FFP Pod

Watch How Quantum Computing Actually Works (Part 1)
LATESTEP 54/

How Quantum Computing Actually Works (Part 1)

Part I of our quantum computing deep dive traces the field from Bell and Feynman to Deutsch and Shor—and explains what quantum computers actually do differently from classical machines.

From First Principles

Breaking down science news so it makes sense to curious people everywhere.

A weekly video podcast. Watch, listen, or both.

As Seen On

The Dave Chang Show

Netflix · March 12, 2026

Dave Chang introduces From First Principles to his audience — in his own words.

Clip from The Dave Chang Show, Netflix. Used with reference to our guest appearance.

Cover of Nature, July 30, 2026 — Quantum Silicon

On the Cover of Nature

Quantum Silicon

Nature · July 30, 2026

Co-host Krishna Choudhary is one of the authors of this week’s Nature cover story. The HRL quantum team he was part of built a new way to control silicon quantum computers — a major step toward machines big enough to be genuinely useful.

Cover of Nature, Vol 655, No 8175, © Springer Nature. Shown in reference to our co-host’s authorship.

Featured Coverage

Nobel Prize Deep Dives

Watch all

Our breakdown of every 2025 Nobel Prize.

Physics

2025 Nobel Prize in Physics

Macroscopic quantum tunneling and energy quantization — the experiments that proved quantum mechanics works at a scale you can hold in your hand.

Recent Episodes

All episodes
What Claude Actually Did to the Riemann Hypothesis
EP 53

What Claude Actually Did to the Riemann Hypothesis

Claude takes a real run at the Riemann Hypothesis, forcing us to ask what agentic AI can now do in mathematics, before we open the summer transfer window for America’s scientists.

The Amazon’s Hidden Civilization (One Year Anniversary)
EP 52

The Amazon’s Hidden Civilization (One Year Anniversary)

For FFP’s first anniversary, we uncover the densely populated precolonial Amazon, imagine what our civilization will leave behind, and build the first shelves of the From First Principles library.

The Tech Elon Has Been Waiting For
EP 51

The Tech Elon Has Been Waiting For

A graphene-based memory device works at 1,300°F, opening new possibilities for extreme-environment electronics, in-memory AI, planetary exploration, and data centers in space.

AI Breaks a 90-Year Math Problem, Life’s Alphabet in Space, and Science Funding
EP 50

AI Breaks a 90-Year Math Problem, Life’s Alphabet in Space, and Science Funding

Asteroid samples reveal life’s molecular alphabet, Washington battles over who controls science funding, and AI produces a counterexample to a 90-year-old mathematics conjecture.

FIFA Data Scientists Explain Match Momentum
EP 49

FIFA Data Scientists Explain Match Momentum

FIFA data scientists Juan Busso and Arron Ackerman explain how player tracking, pitch control, space creation, and threat are transformed into the World Cup’s Match Momentum visualization.

Black Hole Movies, Digital Heart Twins, and World Cup Tech
EP 48

Black Hole Movies, Digital Heart Twins, and World Cup Tech

From an Earth-sized telescope imaging a changing black hole to digital heart surgery and World Cup sensor controversies, this rundown explores the science behind some of today’s most fascinating stories.

Science Funding Explorer

Where $197 Billion of Federal Science Money Goes

Seventy years of US research funding in one interactive resource: five story chapters, a data explorer, profiles of every major federal agency, and a tracker for the current budget cycle.

DOD
HHS
DOE
DOD 49%HHS 25%DOE 11%NASA 6%NSF 4%8 more agencies 7%

Federal R&D by agency, fiscal year 2025 · AAAS Historical R&D Data

FY 2026 is enacted — track the current cycle

Get the breakdown, weekly.

Featured Research

All research
Nature·

Over 20,000 precolonial earthworks in the Southwest Amazonia

Imagine flying a special laser scanner over the Amazon jungle that can 'see through' the treetops, like X-ray vision for the ground. When scientists did this, they found over 20,000 geometric shapes — ditches, mounds, and enclosures — built by ancient people long before Europeans arrived. These aren't small things: they're massive earthen structures, like monuments. This means the Amazon rainforest, which most people picture as empty wilderness, was actually home to millions of people who built cities and shaped the landscape. Think of it like discovering that a forest you thought was wild was actually someone's ancient garden on a continental scale.

Nature·

A digitally controlled silicon quantum processing unit

Imagine you want to build a super-powerful calculator that uses the weird rules of quantum physics to solve problems no regular computer can. The trouble is, the tiny quantum pieces — called qubits — are incredibly fragile and need to be kept colder than outer space. On top of that, you need wires and control signals going to every single qubit, and if you have thousands of them, the wiring becomes a nightmare. This team solved part of that puzzle by building their qubits out of silicon (the same stuff in your phone's chip), adding a tiny control computer that works at super-cold temperatures right next to the qubits, and using a special high-density cable to connect everything cleanly. They packed 54 tiny quantum dots onto a chip, arranged 18 of them into working qubits, and showed the qubits work about 10 times better than any previous silicon qubit of this type. They also ran basic error-correction experiments to prove the system is on track for real-world use.

Scientific American·

The 2026 World Cup's grass is an engineering problem

Imagine you're trying to play soccer in 16 different places across the United States, Canada, and Mexico — some in freezing cold, some blazing hot, some in stadiums with roofs that block sunlight. Half of those stadiums normally use fake grass. Now FIFA, the organization that runs the World Cup, wants every single pitch to feel and play exactly the same way, like a video game where every level has identical physics. To do that, they hired grass scientists — yes, that's a real job — who figured out how to grow special grass on thin mats with plastic underneath so it can be transported like a carpet, stitched with synthetic fibers so it doesn't rip when players sprint and tackle, and tested by literally shooting balls at it with a cannon to make sure it bounces right. Different grass species are used depending on whether a stadium is hot, cool, or dark. It's basically a giant, living, high-tech floor installation that has to survive the world's best athletes running on it.

Monthly Notices of the Royal Astronomical Society·

Remarks on the disproof of the unit distance conjecture

Imagine you scatter a bunch of dots on a piece of paper. The question is: how many pairs of those dots can be exactly 1 inch apart? The Erdős unit distance conjecture asked whether there's a specific mathematical formula that limits how often this can happen as you add more and more dots. Think of it like asking how many friendships can exist in a town where friends are defined as people who live exactly one mile apart — there's a suspected maximum, and Erdős guessed what that maximum should be. For decades, no one could prove or disprove his guess. Now, an AI apparently found a specific arrangement of dots (a 'counterexample') that breaks the expected limit, proving Erdős's conjecture was wrong. A team of elite mathematicians then checked and explained the AI's work in this paper.

Nature Genetics·

Non-Mendelian inheritance of DNA methylation patterns in mice

Imagine your DNA is like a huge book of instructions. Mendel's laws are the normal rules for how chapters of that book get passed from parents to children. But there's also a layer of sticky notes on top of the book—called epigenetic marks—that tell cells which chapters to read and which to ignore. This study found that most of the time (about 93%), these sticky notes follow the normal inheritance rules. But about 7% of the time, they do something unexpected: new patterns appear that neither parent had, or a mark from one parent somehow silences the same mark from the other parent (called paramutation), or males and females end up with completely different sticky notes even when they inherit the same DNA. Scientists discovered this by using a new ultra-precise DNA reading technology in mice, and it opens the door to understanding hidden layers of how traits—and possibly diseases—are passed down through generations.

New England Journal of Medicine·

Digital twin–guided ablation for ventricular tachycardia

Imagine your heart is a city, and ventricular tachycardia is like a traffic jam caused by a broken road — electrical signals get stuck going in circles instead of flowing properly, causing the heart to beat dangerously fast. Doctors can fix this by burning away the broken road using a procedure called ablation. The problem is, finding the exact broken road inside a beating heart is like navigating a city you've never visited before, while driving, in the dark. What these researchers did is take detailed MRI pictures of each patient's heart, build a 3D computer copy — a 'digital twin' — and then simulate where the electrical problem was happening inside that virtual heart. They tested their fix on the computer model first, figured out exactly where to go, and THEN performed the real procedure. What used to take three hours of exploratory surgery was done in about 30 minutes, because the doctors already had a GPS map before they started.