Protecting Large Projects Against Mazedom

post by Zvi · 2020-02-03T17:10:00.520Z · LW · GW · 11 comments

Contents

  If we wish to accomplish something that would benefit from or require a larger organization or more levels of management and bureaucracy, what should we do in light of the dangers of mazes?
  Solution 1: Do Less Things and Be Smaller
  Solution 2: Minimize Levels of Hierarchy
  Solution 3: Skin in the Game
  Solution 4: Soul in the Game
  Solution 5: Hire and Fire Carefully
  Solution 6: Promote, Reward and Evaluate Carefully
  Solution 7: Fight for Culture
  Solution 8: Avoid Other Mazes
  Solution 9: Start Again
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If we wish to accomplish something that would benefit from or require a larger organization or more levels of management and bureaucracy, what should we do in light of the dangers of mazes?

There are no easy answers. Real tradeoffs with real sacrifice are the order of the day. But we can do some things to expand the production possibilities frontier, and choose wisely along that frontier.

As is often the case, this starts with admitting you have a problem. 

Too often, it is assumed that one should scale without worrying about the costs of scaling, or without counting becoming a maze as one of the biggest costs. Not stretching oneself maximally thin, or getting in the way of this process, becomes the sin of not maximizing effectiveness or profits.

That ensures failure and rapid descent into a maze. Start by getting out of this mindset. 

If you are looking to accomplish a big thing that requires lots of organization, management and bureaucracy, here are ways to help contain the damage. 

None of them should come as a surprise by this point. This is more of a synthesis of points already made, and not a place I feel I have special additional insights. So I will keep this short.

 

Solution 1: Do Less Things and Be Smaller

Recognize the threat and its seriousness, and the resulting risks and costs of scaling even if handled wisely. Understand that you almost certainly want to be smaller and do less things due to this concern. This is a real trade-off.

Think of the actions, priorities, skills and members of a group as being increasingly inherently expensive as the group grows – adding new elements has increasing marginal costs. Changing anything, or preventing anything from taking its natural course (including towards being more of a maze) also becomes increasingly expensive. Under such circumstances, the final marginal cost of every action or member is equal to the marginal cost of the final action taken or member added. 

One must think about the future scale and the future costs, solve for the resulting budget constraints and trade-offs, and spend wisely. The same way that one must avoid accumulating technical debt, an organization should worry greatly about complexity and culture long before the bills are presented.

Remember that not doing something does not condemn that thing to never being done.

Encourage others to form distinct groups and organizations to do those other things, or where possible to do those other things on their own. Promise and give rewards and trade relations for those that do so. Parts that can operate on their own should usually do so. If your organization discovers a new product, business or other undertaking that is worth pursuing, but isn’t a cultural or logistical fit for what already exists, or simply doesn’t need to be in the same place to work, strongly consider spinning it off into its own thing.

This solution applies fractally throughout the process. Do only one central, big thing. Do less major things in support of that thing. Do less minor things in support of each of the major things. Do each of those minor things as elegantly and simply as you can. Take every opportunity to simplify, to look for easier ways to do things, and to eliminate unnecessary work. 

Solution 2: Minimize Levels of Hierarchy

Throughout this sequence we have emphasized the high toxicity of each level of hierarchy. If you must scale, attempt to do so with the minimum number of hierarchical levels, keeping as many people within one level of the top or bottom as possible. Fully flat is not a thing, but more flat is better.

Solution 3: Skin in the Game

Scale inherently limits skin in the game, as there is only 100% equity to go around, in all its forms. The thinner that must be spread, the harder it is to provide enough skin in the game. One can still seek to provide good incentives all around to the extent that it is possible. Isolating local outcomes so as to offer localized skin in the game helps. Keeping people responsible for areas over extended periods also helps.

Solution 4: Soul in the Game

No matter how large the organization, if you care deeply about the organization or its mission, preferably the mission, you can still have soul in the game. Mission selection is huge part of this, as some missions lend themselves to soul much more than others, but  if you have a mission you are setting out to do as the starting point, you’re stuck. That means protecting against mission creep that would disrupt people’s soul in the game above and beyond other issues of mission creep. Keep people doing what they are passionate about.

Solution 5: Hire and Fire Carefully

Nothing raises maze levels faster than hiring someone who is maze aligned. One must not only avoid this, but maintain sufficient maze opposition to prevent it from happening in the future. All of this needs to sustain itself, which will be increasingly difficult over time and as you grow. As noted earlier, maze actions need to be firing offenses.

Solution 6: Promote, Reward and Evaluate Carefully

If you can find ways to evaluate people, and choose which ones to promote and reward, in ways that are immune or even resistant to mazes and their politics, this would be a giant leg up. Hiring and firing are key moments, but the promotion can be similarly important. One must resist the temptation to try to implement ‘objective criteria’ and use hard numbers, as this introduces nasty Goodhart problems, and forces the system to choose between ‘people around you can change the numbers so the maze wins out’ and ‘people around you can’t change the numbers and no one cares about the people around them.’ It’s a big problem.

Solution 7: Fight for Culture

This can be seen as a catch-all, but the most important thing of all is to care about organizational culture and fight for it. Where what you are fighting for is not a maze. All of these ‘solutions’ often involve trade-off and sacrifice, and this is no exception. If you do not value the culture enough to fight for it, the culture will die.

Solution 8: Avoid Other Mazes

This will not always be possible, but to the extent it is possible, attempt to sell to, buy from, get funding from, make deals with non-mazes, and avoid mazes. Mazes will reward maze behaviors and push towards you raising maze levels, in ways that they  will make seem natural. Do not put yourself in that position more than necessary.

Solution 9: Start Again

We must periodically start again. Even if everything is done right, within any given organization we are only staving off the inevitable. At a minimum we must periodically clean house, but that seems unlikely to be enough for that long. Actually starting over and building something new every so often, where frequency is highly context-dependent, seems necessary. This goes for corporations, for schools, for governments, and for everything else. 

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