The Power of a Single Neuron, How Brains Learn, and Simulating the Brain | Dr. Konrad Kording

New episode with Dr. Adam Marblestone, CEO and co-founder of Convergent Research. Adam is an extraordinary catalyst and accelerant for science: he has influenced or routed billions in funding, he helped start significant companies and scientific subfields, and he is the world’s go-to person for neuroscience roadmapping. This year, the NSF launched a $1.5B X-Labs initiative inspired by the FRO model Adam pioneered. Though he started with neuroscience, today he helps organize scientific endeavors across many fields, including AI, math, biology, climate, astrophysics, and more. Adam proposes that fields like neurotech, whole-brain emulation, cryo, and nanotech are severely limited by capital and coordination — not ideas. Connectomics is a clear case. He argues that mapping the brain's full wiring diagram is the approach most poised-to-scale and still extremely neglected. Costs for a molecularly annotated mouse connectome have come down orders of magnitude, from an estimated $10B to $100M–200M, Adam suggests, with a human connectome perhaps costing around $1B–2B. The cost curve of connectomes is similar to transistors and gene sequencing: once it is low enough, we get extraordinary outcomes for humanity. Near-term applications could pay for it: new drug targets for brain disease, insights for AI development, emulations, and even “control knobs” for mood and focus we haven’t identified yet. In this episode, we go deep on many topics in neurotech and beyond: what the brain can do that computers still can't; what neuroscience could teach AI; how you'd actually map a whole mammal brain; how far today's fly-brain simulations really get toward an upload; what it would take to move mind uploading beyond the fringe or science; where brain-computer interfaces go next; nanotech, reversible cryonics, AI doing its own ML research, and even predictive, agent-based economics. I'm very excited to have Adam on the podcast. Hope you enjoy! Other links to this episode and references below.

New episode with Allison Duettmann, the CEO of the Foresight Institute.

New episode with Dr. Tom Oxley, co-founder and CEO of Synchron. Synchron has built a BCI called the Stentrode, which reaches the motor cortex via a blood vessel — leveraging the approach of cardiovascular stents, without having to open the skull at all! 15 million people live with motor impairment. The Stentrode lets people operate their phones and computers through thought, and could restore independence to people who've lost the ability to control their devices. Tom sees BCIs as a major technological leap that will help human flourishing, by enabling better communication, decoding and conveying emotions, and enabling us to leverage the great capabilities of our computing infrastructure. This was a great, wide-ranging conversation. We discuss the origins of Synchron, the endovascular approach and its benefits, their next-gen system designed for high-channel-count recordings across distributed brain regions, the longer-term possibilities of helping people communicate better, how Tom developed as a founder and how he leads the company, how BCIs could unlock powerful mental states similar to psychedelics and meditation, how neurotech will transform humanity in the 2030s and 2040s, and why Tom thinks the US will lose the BCI race to China unless the US greatly accelerates. Hope you enjoy!

Episode 3 of my new podcast features Dr. Jacques Carolan, a founding Program Director at ARIA, the UK’s Advanced Research and Invention Agency. He directs two neurotech programs aimed at one of the most important opportunity spaces: developing tools and systems to interface, at scale, with the human brain.

Ben is co-founder and CSO of Precision Neuroscience, Assistant Professor of Neurosurgery at the Icahn School of Medicine at Mount Sinai, and Scientific Director at Mount Sinai. Previously, he co-founded Neuralink and Simbionics (acquired by Apple). Precision is building a minimally invasive brain-computer interface (BCI) that reads from thousands of points on the cortex without penetrating it. The Layer 7 device is implanted through a one-millimeter slit in the skull rather than the larger borehole other approaches require. It is also fully removable. Precision seeks to help the 5 million people living with severe paralysis in the US (including 800,000 new stroke cases per year). In March 2025, Precision received FDA clearance for a temporary wired version of the system. Over 85 patients have been implanted with and used the device in clinical studies. Wireless implants are planned for 2027. We go deep on the history of Neurotech from the 1980s to the ML inflection points that triggered Neuralink's founding, why surface ECoG was a contrarian bet that's now paying off, the path to treating paralysis and stroke at scale, and why Ben believes neural data is at the same inflection point genomic data was in 2000 — a whole class of biological problems about to become tractable as computer science problems.