Skip to content
Tim FerrissTim Ferriss

Legendary Inventor Danny Hillis — Solving the Impossible (Plus Kevin Kelly)

Danny Hillis is an inventor, scientist, author, and engineer. While completing his doctorate at MIT, he pioneered the parallel computers that are the basis for the processors used for AI and most high-performance computer chips. He is now a founding partner with Applied Invention, working on new ideas in cybersecurity, medicine, and agriculture. Kevin Kelly is the founding executive editor of WIRED magazine, the former editor and publisher of the Whole Earth Review, and a bestselling author of books on technology and culture, including Excellent Advice for Living. Subscribe to Kevin’s newsletter, Recomendo, at recomendo.com. This episode is brought to you by: Momentous high-quality supplements: https://livemomentous.com/tim (code TIM for 20% off) Eight Sleep’s Pod 4 Ultra sleeping solution for dynamic cooling and heating: https://eightsleep.com/tim (save between $400 and $600 on the Pod 4 Ultra) AG1 all-in-one nutritional supplement: https://DrinkAG1.com/Tim (1-year supply of Vitamin D (and 5 free AG1 travel packs) with your first subscription purchase.) Tim Ferriss is one of Fast Company’s “Most Innovative Business People” and an early-stage tech investor/advisor in Uber, Facebook, Twitter, Shopify, Duolingo, Alibaba, and 50+ other companies. He is also the author of five #1 New York Times and Wall Street Journal bestsellers: The 4-Hour Workweek, The 4-Hour Body, The 4-Hour Chef, Tools of Titans and Tribe of Mentors. The Observer and other media have named him “the Oprah of audio” due to the influence of his podcast, The Tim Ferriss Show, which has exceeded 900 million downloads and been selected for “Best of Apple Podcasts” three years running. Sign up for "5-Bullet Friday" (Tim's free weekly email newsletter): https://go.tim.blog/5-bullet-friday-yt/ Follow the Tim Ferriss Podcast: https://tim.blog/podcast/ Visit the Tim Ferriss Blog: https://tim.blog/ Follow Tim Ferriss on Twitter: https://twitter.com/tferriss/ Follow Tim Ferriss on Instagram: https://www.instagram.com/timferriss/ Like Tim Ferriss on Facebook: https://www.facebook.com/TimFerriss/ [00:00] Start [00:56] How Danny and Kevin first met through Stewart Brand. [03:09] The funniest person who ever opened Danny's interview box of unusual objects. [07:17] Danny's transition to Disney as a Disney Fellow and Vice President of Imagineering. [12:47] The contrast between engineering and artistic approaches to problem-solving. [22:51] The development of parallel computing and founding Thinking Machines. [31:47] The three criteria by which projects are chosen at Applied Invention. [34:06] Zero-trust packet routing (ZPR) and the future of cybersecurity. [40:37] Learning by "hanging out" with experts like Seymour Papert, Marvin Minsky, and Richard Feynman. [53:37] Danny's work in biotechnology and cancer research with David Agus. [01:02:16] Staying sustainable with systems-oriented thinking in agriculture — as nature intended. [01:11:16] Danny's superpower. [01:12:53] Homeschooling, education on the move, and the influence of Mrs. Wilner. [01:17:26] The failure of Thinking Machines and other regrets/surprises. [01:21:35] The "Entanglement" that blurs natural and technological boundaries. [01:26:39] The current state of AI versus true intelligence. [01:30:36] How AI may help humanity better understand its place on the intelligence spectrum. [01:35:58] What the future looks like to a short-term pessimist/long-term optimist. [01:47:18] The cone of silence we never heard from again. [01:49:58] Debugging dementia and other diseases. [01:55:13] The MRI alternative Danny's tackling. [01:58:03] Why don't we have a freezer version of the consumer microwave oven? [01:58:34] Danny's place in pinch-to-zoom iPhone innovation history. [02:02:22] The pros and cons of patents for inventors and society. [02:05:28] Inventors Danny finds inspiring. [02:07:37] Danny's cause-and-effect heresy. [02:12:32] Quantum computing and its implications. [02:16:33] The scientific pursuit of understanding consciousness. [02:21:23] The question Danny asks himself before investing time in a project. [02:23:56] Danny's 10,000-year billboard. [02:28:31] Parting thoughts.

Tim FerrisshostDanny HillisguestKevin Kellyguest
Dec 12, 20242h 29mWatch on YouTube ↗

At a glance

WHAT IT’S REALLY ABOUT

Danny Hillis on invention: story-driven systems, AI, and long-term thinking

  1. Danny Hillis describes a career pattern of spotting when “preconditions” for invention are ready and then assembling cross-disciplinary pieces—illustrated by parallel computing, cybersecurity protocols, and biotechnology work.
  2. He contrasts engineering and artistic approaches through his Disney experience, arguing that success often hinges on crafting a coherent story and user experience more than technical elegance alone.
  3. He explains Applied Invention’s project filters—partner excitement, financial sustainability, and non-redundancy—and connects them to his desire not to spend time on things that will happen anyway.
  4. He outlines a systems-oriented interest in agriculture, arguing many point-optimized solutions exist but that shifting the broader system (labor, greenhouse design, plant varieties, logistics) could enable more local production.
  5. Hillis and Kevin Kelly discuss AI as imitation on an artificial substrate for human culture, the likelihood that intelligence is high-dimensional and unbundled, and the idea that we may build useful intelligence before truly understanding it.

IDEAS WORTH REMEMBERING

5 ideas

Curiosity is a primary hiring filter at Applied Invention.

He describes using a briefcase of unusual objects during interviews, not to test expertise but to see whether candidates immediately engage, ask questions, and start exploring. The point is to select for curiosity and learning behavior rather than resume knowledge.

Storytelling can be more decisive than technical correctness.

He says Disney taught him that what matters most is the narrative and emotional experience of a thing, not just the mechanics. He applies this to the 10,000-year clock by designing the visitor experience (e.g., showing the last visit time and enabling a souvenir rubbing) rather than only optimizing technical details.

Project selection combines excitement, sustainability, and “non-redundancy.”

He explains that Applied Invention uses three gates: a senior partner must be excited; other partners must see financial sustainability; and the project must meet a non-redundancy test—there must be a reason it won’t happen anyway without them. He frames the third as the hardest discipline but crucial to avoid wasting time.

Cybersecurity may improve by moving trust enforcement into the network itself.

He argues the internet’s packet-routing foundation assumed security wasn’t the network’s job, creating anonymity that favors attackers. He describes “zero-trust packet routing,” where each packet carries proofs of permission so the network can enforce policy, and he expects a two-layer security future (endpoint protections plus network-level identity/policy).

He learns fastest through prepared conversations with top experts.

He says his method for entering new fields is to do enough reading to ask good questions, then learn primarily by “hanging out” with the people who truly understand the domain. He illustrates this with getting into the MIT AI Lab via educational programming work and with collaborating with Richard Feynman at Thinking Machines.

WORDS WORTH SAVING

5 quotes

Well, I've never really had a plan, I will admit.

— Danny Hillis

I came to realize that really the m- most important thing about this clock, and the thing that will really determine how long it lasts, is what do people think about it? How do they experience it? How do they relate to it?

— Danny Hillis

So I think we're in that imitation stage right now where we've built machines that are able to do a pretty good job of imitating, and they'll go beyond.

— Danny Hillis

I don't believe in cause and effect.

— Danny Hillis

My guess, and this is really just a guess, is that consciousness is going to turn out to be way less important than we think in the sense that it's going to be a very small piece of intelligence, and it might just be a kind of a hack.

— Danny Hillis

Applied Invention interview box and curiosity screeningDisney Imagineering and storytelling vs engineeringParallel computing and Thinking Machines origin and failureProject selection: excitement, sustainability, non-redundancyZero-trust packet routing and cybersecurity architectureLearning by “hanging out” with experts (Minsky, Papert, Feynman)Proteomics as “runtime debugging” for cancer and neurodegeneration

High quality AI-generated summary created from speaker-labeled transcript.

Get more out of YouTube videos.

Read along on your phone, search it beside the video, or ask your favorite AI app what was said.

iOSAndroidClaudeChromeChatGPTComing soon