https://www.palladiummag.com/2023/06/01/complex-systems-wont...
https://www.palladiummag.com/2023/06/01/complex-systems-wont...
But we have exceeded our ability to communicate the ideas and concepts, let alone the instructions of how to build and manage things.
Example: a junior Jiffy Lube high school dropout in 1960 could work hard and eventually own that store. Everything he would ever need to know about ICE engines was simple enough to understand over time… but now? There are 400 oil types, there are closed source computers on top computers, there are specialty tools for every vehicle brand, and you can’t do anything at all without knowing 10 different do-work-just-to-do-more-work systems. The high school dropout in 2024, will never own the store. Same kid. He hasn’t gotten dumber. The world just left him by in complexity.
Likewise… I suspect that Boeing hasn’t forgotten how to build planes, but the complexity has exceeded their ability. No human being on earth could be put in a room and make a 747 even over infinite time. It’s a product of far too many abstract concepts in a million different places that have come together to make a thing.
We make super complex things with zero effort put into communicating how or why they work a way they do.
We increase the complexity just to do it. And I feel we are hitting our limits.
For instance, MCAS on the 737 is a half-baked implementation of the flight envelope protection facility on modern fly-by-wire airliners (all of them, except for the 737). The A320 had some growing pains with this, particularly it had at least two accidents where pilots tried to fly the plane into the ground, thought it would fail because of the flight envelope protection system, but they succeeded and crashed anyway. Barring that bit of perversity right out of the Normal Accidents book, people understand perfectly well how to build a safe fly-by-wire system. Boeing chose not to do that, and they refused to properly document what they did.
Boeing chose to not develop a 737 replacement, so all of us are suffering: in terms of noise, for instance, pilots are going deaf, passengers have their head spinning after a few hours in the plane, and people on the ground have no idea that the 737 is much louder than competitors.
They enshiftified every area of the company, all with the priority/goal of selling their core product, 'contracts', and filling their 'book'.
We are plenty capable of designing Engineering systems, PLMs to manage EBOMs, MRP/ERP systems to manage MBOMs, etc to handle the complexities of building aircraft. What we can't help is the human desire to prioritize enshitfication if it means a bigger paycheck. Companies no longer exist to create a product, and the product is becoming secondary and tertiary in management's priorities, with management expecting someone else to take care of the 'small details' of why the company exists in the first place.
I did ERP/MPR/EBOM/MBOM/BOM systems for aerospace. We have that stuff down. We have systems for this kind of communication down really well. We can build within a small window an airplane with thousands of parts with lead times from 1 day to 3 months to over a year for certain custom config options, with each parts design/FAA approval/manufacturing/installation tracked and audited. Boeing's issue is culture, not humanity's ability to make complex systems.
But I do agree that there is a complexity issue in society in general, and a lot of systems are coasting on the efforts of those that originally put them in place/designed them. A lot of government seems to be this way too. There's also a lot of overhead for overheads sake, but little process auditing/iterative improvement style management.
Nowadays the company wouldn't hire a junior to train. They'll only poach already experienced people from their competitors.
Paying for training isn't considered worthwhile to the company because people wont stay.
People won't stay because the company doesn't invest in employees , it only poaches.
Avoiding "cowboyism" has instead lead to the rise of heuristics for avoiding trouble that are more religion than science. The person who is most competent is also likely to be the person who has learned lessons the hard way the most times, not the person who has been very careful to avoid taking risks.
And let me just say that there are VERY few articles so poorly written that I literally can't get past the first paragraph, and an article that cherry-picks disasters to claim generalized incompetence scores my very top marks for statistically incompetent disingenuous bullshit. There will always be a long tail of "bad stuff that happens" and cherry-picking all the most sensational disasters is not a way of proving anything.
> By the 1960s, the systematic selection for competence came into direct conflict with the political imperatives of the civil rights movement. During the period from 1961 to 1972, a series of Supreme Court rulings, executive orders, and laws—most critically, the Civil Rights Act of 1964—put meritocracy and the new political imperative of protected-group diversity on a collision course. Administrative law judges have accepted statistically observable disparities in outcomes between groups as prima facie evidence of illegal discrimination. The result has been clear: any time meritocracy and diversity come into direct conflict, diversity must take priority.
TL;DR "the California PG&E wildfires and today's JavaScript vulnerability are all the fault of Woke Politics." Saved you a click.
Consider: It was this scifi-fueled dream of an amazing high-tech, high-competency future that also implied machines doing the labour, and an enlightened future relieving people of all kinds of unpleasantries like boring work, therefore prevented them from attaining high competency. The fictional starship captain, navigating the galaxy and studying alien artifacts was always saving planets full of humans in desolate mental state...
I’d credit the success of Reagan in the 1980s at managing inflation to a quiet policy of degrowth the Republicans could get away with because everybody thinks they are “pro business”. As hostile as Reagan’s rhetoric was towards environmentalism note we got new clean air and clean water acts in the 1980s but that all got put in pause under Clinton where irresponsible monetary expansion restarted.
The evidence seems to be against this.
That 20th century belief in technological progress as a "way to salvation" killed itself with smog and rivers so polluted they'd catch on fire, among other things.
Many don't understand that the Civil Rights Act describes the systematic LACK of a meritocracy. It defines the ways in which merit has been ignored (gender, race, class, etc) and demands that merit be the criteria for success -- and absent the ability for an institution to decide on the merits it provides a (surely imperfect) framework to force them to do so. The necessity of the CRA then and now, is the evidence of absence of a system driven on merit.
I want my country to keep striving for a system of merit but we've got nearly as much distance to close on it now as we did then.
Stealing that. Very good.
I also feel like you'd never hire junior engineers or interns if you were optimizing for it, and then you're either Netflix or you don't have any senior engineers.
He didn't invent the term though, he lifted it from an earlier essay by another British sociologist Alan Fox who apparently coined it two years earlier in a 1956 essay.
Everything has become organized around measurable things and short-term optimization. "Disparate impact" is just one example of this principle. It's easy to measure demographic representation, and it's easy to tear down the apparent barriers standing in the way of proportionality in one narrow area. Whereas, it's very hard to address every systemic and localized cause leading up to a number of different disparities.
Environmentalism played out a similar way. It's easy to measure a factory's direct pollution. It's easy to require the factory to install scrubbers, or drive it out of business by forcing it to account for externalities. It's hard to address all of the economic, social, and other factors that led to polluting factories in the first place, and that will keep its former employees jobless afterward. Moreover, it's hard to ensure that the restrictions apply globally instead of just within one or some countries' borders, which can undermine the entire purpose of the measures, even though the zoomed-in metrics still look good.
So too do we see with publically traded corporations and other investment-heavy enterprises: everything is about the stock price or other simple valuation, because that makes the investors happy. Running once venerable companies into the ground, turning merges and acquisitions into the core business, spreading systemic risk at alarming levels, and even collapsing the entire economy don't show up on balance sheets or stock reports as such and can't easily get addressed by shareholders.
And yet now and again "data-driven" becomes the organizing principle of yet another sector of society. It's very difficult to attack the idea directly, because it seems to be very "scientific" and "empirical". But anecdote and observation are still empirically useful, and they often tell us early on that optimizing for certain metrics isn't the right thing to do. But once the incentives are aligned that way, even competent people give up and join the bandwagon.
This may sound like I'm against data or even against empiricism, but that's not what I'm trying to say. A lot of high-level decisions are made by cargo-culting empiricism. If I need to choose a material that's corrosion resistant, obviously having a measure of corrosion resistance and finding the material that minimizes it makes sense. But if the part made out of that material undergoes significant shear stress, then I need to consider that as well, which probably won't be optimized by the same material. When you zoom out to the finished product, the intersection of all the concerns involved may even arrive at a point where making the part easily replaceable is more practical than making it as corrosion-resistant as possible. No piece of data by itself can make that judgment call.