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Ruts are there because everywhere you look is worse than where you are at, but that just appears to be true because you are in, well, a rut. I can think of a few ways aviation could break out of its rut. I originally thought the aviation rut would break because of autonomous or near autonomous aircraft enabling safe and more efficient small aircraft. That would have led to cheaper more personal travel and broken the hub and spoke nightmare system we have now. We would have gotten into a whole new optimal for aviation. The rut was too large though and getting to that level of automation isn't happening any time soon without some other massive change. I now think the thing that will do it is electric. Batteries are getting so much better along with electric motors and soon (a few years?) batteries will outpace JET-A enabling a massive shift to smaller, cheaper aviation. I think this push will be so strong that it will finally break the aviation rut. Whatever the eventual reason, and there will be a reason, when we get out of it we will see radical changes to the whole industry and we will look back, just like the space industry is now, and ask 'why did it take so long' and 'how did we do things so slowly/badly?'. Here is a quick aside about ruts. I almost wrote up the math of this once. Ruts are caused by the algorithm we all use, linear regression. It is powerful and good at what it does. Assess, step, assess step. So simple and so powerful but totally misunderstood. In a fixed world if you throw a dart and use linear regression to find a better optimum you will almost always find a way better place than where the dart initially landed. But we don't live in a fixed world. In a dynamic world you still think you are selecting for optimality, but in reality you are selecting for stability. If the world keeps changing but where you are at is standing still then you are in a rut, a stable point. A rut is a local optimum where the walls are higher than your assessment vision and those walls, for whatever reason, don't get lower than your point even though the world is changing. If they did you would see the route out and take it. An algorithm to bust out of this is to double your step size every time you go back to your starting point. If you do this then eventually you will 'break out' and finally be able to find a new optimum that is likely way better than where you were at before. An interesting counter-intuitive consequence of all this is that the more visionary the industry, the bigger the eventual rut it will get caught in. Aviation, space, medicine have all been in massive ruts -because- the people in them are so smart and can see so far. When they finally got caught in their ruts those ruts were massive. The break out will be equally massive too (as we are seeing with space right now) There is a lot of fun math behind ruts. I am surprised by how underdeveloped it is. One thing is sure though, aviation is in a deep one and when it does break out it will be amazing. |
What is it you think that means?
Batteries aren't going to get 100-200 times better, so I guess it can't be energy density.