The Path to Bitcoin
Episodes / Era 11 · The physics run / Ep 184
Episode 184 · 19 Feb 2026

On the Same Page

Two independent research teams arrive at the same conclusion: Bitcoin blocks are quantized time. K = Ic² reframes the Bitcoin thesis through the physics of information, constraint quality and the Cf/Cp ratio.

The one-minute version

What it argues against

A century of physics that assumes time is continuous and treats measurement and observation as the same thing.

The universe doesn't learn over time. The universe learns as time. Time is not the stage, time is the performance.11:37
Knowledge will ultimately order the entire universe. There's no stopping it, unless something catastrophic happens to people.32:16
Conjecture and refutation, as Popper said.38:18

Every passage, on the record.

  1. 00:00Analogy

    You're sort of reaching out into the noise, and all of a sudden you just tap on something that shows just a little bit of constraint and is there when you tap again.

  2. 00:35Reference

    What am I talking about? Preston Pysh with Jeff Booth, I had on Nick and Jack, and these guys had basically written a paper called, I think it's the Architecture of Time.

  3. 00:35Reference

    These guys had basically written a paper called, I think it's the Architecture of Time. If you haven't listened to that episode, listen to it first so you can get a broad understanding of where they're coming from.

  4. 03:14Analogy

    You're watching somebody dig a tunnel from the other side of the mountain and they break through into the exact same room that you've been sitting in for two years. And you're like, what, there's other people in here?

  5. 04:26Idea

    The universe converts energy into memory through a process that requires two independent forms of commitment: verification across space and persistence across time. The cost of that conversion scales with the square of the constraint quality.

  6. 04:56Claim · condensed

    We know what knowledge is, we know what information is, those things have been discussed and the best explanations have come to the fore. So really it's about constraint quality, that's the add-on to everything else that has come before in physics.

  7. 05:27Idea

    My only real addition to the conjecture here is the phrase that the cost of falsification versus the cost of preservation. It's that ratio, that's the entire game, and that's how you tell what is going to last and what is not going to last, what is signal and what is noise.

  8. 05:57Reference

    Nick and Jack say that Bitcoin converts energy into blocks through a thermodynamic process that ultimately produces quantized, irreversible memory.

  9. 06:38Analogy

    We're looking at the same elephant. We're sort of feeling around in the dark, but just from different angles, where they're describing what the elephant looks like and I'm trying to weigh the thing.

  10. 07:16Reference

    The first thing, the big one, is that time is discrete. Bitcoin blocks are quantized time, the block is the smallest unit of time on layer one. Nothing happens between blocks. There is no valid half block, no fractional hash. It is all or nothing, zero or one.

  11. 07:46Claim

    The entire physics community has assumed continuous time for basically 100 years, and along comes a physical system that flatly contradicts that assumption. I agree with them.

  12. 08:19Idea

    Every clock that has ever been built works by coupling a reversible oscillation to an irreversible registration. The pendulum swings back and forth, that's reversible, but the ratchet clicks forward, that's irreversible.

  13. 08:51Claim

    Without that irreversible part you don't actually have a clock, you have an oscillator. If you have no record of how many times it went back and forth, without a record, there is no time.

  14. 09:28Claim

    Every single act of knowledge creation has the same thermodynamic signature. Energy gets expended, uncertainty gets resolved, and the result is inscribed as irreversible memory, whether it's a scientific measurement, a DNA replication event, or a Bitcoin block, same structure every single time.

  15. 10:02Claim

    Time is just change. Without change, there is no time. If nothing in the universe changed, not a single particle moved, not a single photon was emitted, not a single thought occurred, time would not pass.

  16. 10:33Idea

    Information is the physical embodiment of order, it's just an arrangement. If you shuffle a deck of cards, the energy is still the same, the mass is still the same, what has changed is the information. There is an arrangement space, and that arrangement space is what I'm calling the informational manifold.

  17. 11:06Claim

    A star fusing hydrogen into helium is new information being created. A sandcastle dissolving in waves is information being destroyed. Both are time passing. Tracking change is tracking time, they are the same activity.

  18. 11:37Quote

    The universe doesn't learn over time. The universe learns as time. Time is not the stage, time is the performance.

  19. 11:37Claim

    A quantum of time and a quantum of knowledge creation are the same thermodynamic event.

  20. 12:10Analogy

    It's the same kind of move that Einstein made when he said that energy and mass are the same thing measured in different units. If you look at a rock on a table and a lightning bolt, you'd say those are clearly different things, but they're the same thing, one is frozen and one is fluid.

  21. 12:10Reference

    It's the same kind of move that Einstein made when he said that energy and mass are the same thing measured in different units.

  22. 12:43Claim

    Time and knowledge are the same thing measured in different frames. When Nick and Jack say a Bitcoin block is a tick of time, that time is memory and memory is time, they're saying the same thing I am.

  23. 13:28Claim

    Measurement and observation are different things, and they've been conflated in physics for almost a century. When a physicist says they observed a quantum state, the system went from a superposition of possible states to being in one definite state.

  24. 13:58Analogy

    The pizza dough ball of superposition, one point inside that ball could be any number of possible arrangements. It could be anything. But once it is something, it's none of the other things.

  25. 14:28Claim

    Physicists didn't really have a mechanism for that transition, they just called it observation and everybody moved on because it's too complicated, we don't know why, it just happens.

  26. 14:59Reference

    Nick and Jack say hold on, in Bitcoin the block being found is the measurement. That's an objective event, it happens because a valid nonce was discovered through physical work. Nobody decided it should happen. What happens after, the nodes verifying the block, that's the observation.

  27. 15:36Idea

    You need the spatial commitment, meaning the outcome has to be registered by something independent of the system being measured, and the temporal commitment, meaning the registration has to be irreversible. If either axis is missing, the measurement hasn't actually occurred.

  28. 16:11Claim

    In Bitcoin, the spatial axis is the nonce search and the node verification, thousands of independent systems confirming the same result. The temporal axis is the chain depth, the accumulating proof of work that makes each block harder to reverse.

  29. 16:11Quote

    Possibility becoming fact when the cost of reversal exceeds the energy available to reverse it.

  30. 16:11Claim · condensed

    The measurement problem of quantum mechanics stops being a mystery once you see it this way. It's not about consciousness or many worlds, it's about thermodynamics.

  31. 16:43Claim

    The mempool to block transition that Nick and Jack describe is not some analogy for quantum measurement. It's an instance of it, the same law, the same structure, just a different substrate.

  32. 17:20Reference

    The third one is the idea that the 21 million cap is not just a money thing. Bitcoin is far larger than just a money solution.

  33. 17:53Idea

    Constraint quality is the product of two things, breadth and depth. Breadth is how many independent systems verify the information. Depth is how long it has persisted.

  34. 17:53Analogy · condensed

    If you press a little pin into the dough ball, you get a hole as deep as the pin can go, but it doesn't affect the terrain around it much, because it's too narrow. It doesn't draw lots in from around it, it doesn't affect the gravity of the system as a whole.

  35. 18:24Claim

    You want more breadth for the knowledge to be useful, as wide as possible. In Bitcoin, breadth is how many independent systems verify that information, lots, those are the nodes.

  36. 18:54Claim

    Breadth and depth can't be defined without a boundary. If a system is unbounded, if there's no cap, you can always just add more, and the thing you're measuring never settles, never becomes definite, never becomes knowledge. This is what the fiat system does, it removes the boundary.

  37. 19:25Claim · condensed

    When you remove the boundary, constraint quality collapses. The cost of falsification drops toward zero because you can always just make more, it's super easy to change the ledger, much easier to change it than to preserve it.

  38. 19:55Claim

    Nothing in an unbounded system ever achieves the kind of thermodynamic persistence that qualifies as knowledge in the physical sense. Bitcoin's 21 million is the boundary that makes everything else possible, it's the thing that allows constraint quality to be defined, which allows information to become knowledge, which allows the system to produce time.

  39. 20:27Claim

    This is the part that takes the paper from a really interesting exploration to something we can make specific testable predictions about the universe with.

  40. 20:58Claim

    Not all memory is equal. Nick and Jack show that Bitcoin converts energy into memory, but some memory lasts forever and some dissolves very quickly. What determines which is constraint quality.

  41. 21:29Claim

    A Bitcoin block confirmed by say 20,000 independent nodes and buried under 100 subsequent blocks has enormously high constraint quality, that arrangement has been verified by a tremendous amount of energy, a much bigger cost than a block seen by three nodes with zero confirmations.

  42. 22:01Quote

    The first is knowledge. The second is rumor.

  43. 22:01Idea

    Same information, same arrangement, radically different constraint quality. K equals IC squared captures the difference, the thermodynamic weight of the memory scales with the square of constraint quality, it's not linear, it's the square.

  44. 22:34Claim · condensed

    The cost scales with the square because the two axes, spatial and temporal commitment, are independent. You cannot compensate for weak spatial verification by having deep temporal persistence.

  45. 23:06Analogy

    A tradition believed by one person for a thousand years is not knowledge. It's probably going to be wrong and nobody has checked to see it.

  46. 23:39Claim

    A consensus held by millions of people for one day is probably not knowledge either, it might be overturned tomorrow. What you need is both breadth and depth, and because you can't substitute one for the other, the cost scales as the product, which is the square.

  47. 23:39Reference

    This is the same reason for Einstein's equation E equals MC squared, and not E equals MC. Whenever you have two independent dimensions of commitment, they cannot trade off one against the other.

  48. 24:15Claim

    The quantum measurement problem is the same thing. Superposition is the fluid phase, the definite outcome is the frozen phase, the transition requires dual axis commitment, spatial independence and temporal irreversibility.

  49. 24:46Claim

    This resolves the measurement problem without invoking consciousness, without invoking many worlds, without any exotic interpretation. It's just thermodynamics. Possibility becomes fact through the same mechanism everywhere: energy, information and constraint.

  50. 24:46Reference

    This is Occam's razor, it's just thermodynamics. It's the same law that gives you E equals MC squared, the same law that gives you K equals IC squared, the same law that collapses the wave function.

  51. 25:17Prediction

    This might explain why the universe is expanding faster. If time is knowledge creation, and if knowledge creation is accelerating, then the universe is producing time faster.

  52. 25:50Idea

    Explanatory knowledge is the ultimate form of knowledge generation because we don't have to bridge the gap the way replicative knowledge does. We don't have to bridge from a fish to a human with 10,000 different species, we can just make the human.

  53. 26:20Reference

    If knowledge creation is accelerating, which it is, that's the Lindy effect, then the universe is producing time faster.

  54. 26:20Claim

    Dark energy, this mysterious property that makes up 68% of the universe that nobody can explain, might just be the thermodynamic signature of the universe learning at an accelerating rate.

  55. 27:07Analogy · condensed

    Press your thumb into a fresh ball of pizza dough all the way to the countertop. That spot is maximum constraint, there's no more possibility for arrangements in that dough to exist in any other space. You've perfectly constrained it.

  56. 27:40Claim

    The total volume of the dough didn't change, but pressing down in one spot forced the rest to spread. When you constrain information in one area, when you turn noise into persistent order, you don't reduce the total space of possibilities, you increase it.

  57. 28:14Idea

    If you have a lump of clay and constrain it, put it in a kiln, make it into a jug, and lock it into that position, we have shifted what was possible before and what is possible now. We can use it to carry water. Before that wasn't possible.

  58. 29:01Reference

    In David Deutsch language, this is the beginning of infinity. Every time we generate knowledge, that allows for new possibilities to be generated.

  59. 29:01Reference

    In David Deutsch language, this is the beginning of infinity.

  60. 29:32Claim · condensed

    If knowledge is physical and can't be separated from the universe, if we're continuing to expand the possibilities, it has to expand. The more constraint you keep adding, the more wells of knowledge, deeper and deeper.

  61. 30:08Prediction

    The dough keeps expanding, the universe keeps learning because it has to expand. That's why you're getting this acceleration of knowledge creation, and that's why it would ultimately produce an acceleration of expansion.

  62. 30:38Prediction

    If K equals IC squared is right, then the energy cost of a Bitcoin block should scale with the information content times the constraint quality squared. That's a regression you can run across roughly 900,000 blocks of data.

  63. 30:38Claim · condensed

    Good explanations are the ones that are hard to vary, the ones that stick their neck out and say this is what should happen, then you go check. If reality doesn't match up with the prediction, you throw out the theory.

  64. 31:12Claim

    Nick and Jack's paper provides the ontology, the language and the data. The framework I've been working on provides the prediction. Together they create the first empirical test.

  65. 31:42Claim

    If the picture is correct, Bitcoin isn't just money, it's not just a store of value or a technology, it's the first time humanity has built a system that lets us watch the universe's deepest process from the outside: the conversion of energy into irreversible memory through constraint.

  66. 32:16Quote

    Knowledge will ultimately order the entire universe. There's no stopping it, unless something catastrophic happens to people.

  67. 32:49Reference

    It's the hierarchy principle that David always talks about, David Deutsch, where everywhere else in the universe big affects small. The only place where that doesn't happen is where knowledge is.

  68. 32:49Prediction

    We haven't reached escape velocity yet on explanatory knowledge creation, but it's so close. And when it does, all problems are soluble, as long as they are within the boundaries of the physical laws of the universe.

  69. 33:21Claim

    All we need is more knowledge. We know how that happens, we know how you can slow it down, we know what a travesty it is when you do. So everything should be done to maximize our ability to generate more knowledge, and you do that by using Bitcoin.

  70. 33:52Claim

    Accumulated knowledge ultimately curves the geometry of the universe in a way that accumulated mass does, because they're doing the exact same thing. Mass is constrained energy, knowledge is constrained information, and the equation governing both has the same structure.

  71. 34:23Quote

    Bitcoin is doing the same thing that the universe has been doing for about 14 billion years. It's converting energy into persistent order through irreversible work.

  72. 34:23Claim

    That's what the stars do, that's what DNA does, it's what my mind is doing right now and your mind is doing right now. Bitcoin just does it in a way that's externally observable and mathematically precise, for the first time in history.

  73. 34:53Idea · condensed

    Take anything and look at it through a Bitcoin lens, you'll see a world that couldn't have been seen before. It's like the jug. You've been given a jug, everyone around you has never seen one, and they think the best use is to smack you in the head with it because it doesn't break their hand. Is that the most valuable use of the jug? Probably not.

  74. 35:24Claim

    If you've been in Bitcoin a while and your conviction keeps growing even though the price goes sideways or tanks and the narratives get dumber, this might be why: you're sitting on the most constrained information in the digital universe, in the universe.

  75. 35:55Idea

    What's more difficult to change than the Bitcoin ledger? You own something whose cost of falsification is astronomical and whose cost of preservation is trivially low, by the CF over CP ratio, the same thing Jason Lowery talks about, the cost of attack versus the benefit of attack.

  76. 35:55Claim

    By K equals IC squared, of what persists in this universe, Bitcoin is the highest quality knowledge that humanity has ever produced, and you own a little tiny piece of that.

  77. 37:07Open question · condensed

    Over the next four episodes: what is time, then the two axes, the duality of commitment and why the cost is always squared, then why the universe is expanding faster, the dark energy deep dive, and then the laboratory, why the IC squared regression happens in Bitcoin, what happens if it works, what happens if it fails.

  78. 37:37Reference

    I didn't get them from some paper or Gigi or anybody else that I stole things from.

  79. 38:18Quote

    Conjecture and refutation, as Popper said.

  80. 38:18Reference

    Conjecture and refutation as Popper said.