The Map–territory relation

“…In that Empire, the Art of Cartography attained such Perfection that the map of a single Province occupied the entirety of a City, and the map of the Empire, the entirety of a Province. In time, those Unconscionable Maps no longer satisfied, and the Cartographers Guilds struck a Map of the Empire whose size was that of the Empire, and which coincided point for point with it. The following Generations, who were not so fond of the Study of Cartography as their Forebears had been, saw that that vast Map was Useless […]”

— Jorge Luis Borges, On Exactitude in Science, translated by Andrew Hurley

“The map is not the territory”
“The word is not the thing”
“The model is not the data”
“All models are wrong (but some models are useful)”

Originally posted on Linkedin
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Writing to think, writing to persuade

Why is it so difficult to effectively communicate the results of your analysis to senior leadership? Why is it so easy for peer reviewers to spot the communication flaws in your work?

The shared video clip will explain the fundamental reason why, in less than 52 seconds: https://youtube.com/clip/UgkxKOrRvIBEdwpKnh2Irc_-m7fmMhBKF2k9

The good news is, that while the issue is not trivial to solve, being aware of it will give you a fighting chance.

Note: The full 1 hour 21 minute lecture below by Larry McEnerney (Director of the University of Chicago’s Writing Program) is aimed at academic writers, but the insights into the art of functional writing and effective persuasion is useful to anyone who needs to communicate ideas and influence thinking on a regular basis. Highly recommended.

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A recipe for scaling heroic individuals

To reduce reliance on heroic individuals (there are too few).

Make the implicit explicit (this seems easy until you try to do it).

Explicts can be captured, organised and shared (implying agreement on a shared structure and language).

Expanding the pool of people that can be trained (required for scalability).

I encourage you to think about this in the context of your own professions, but will leave you with a question: Would modern medicine be where it is today in terms of scale and sophistication, if there was no shared understanding on what to call different parts of the body?

Originally posted on LinkedIn
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The importance of problems and optimism for the future

I am optimistic about the state of the world because of the problems surfacing in the last two years rather than in spite of them. These are problems that the world would have had to face eventually (a global pandemic was inevitable, a society’s relationship with the truth was always fragile, flaws in human decision making have always existed despite individual intelligence, etc).

The cat is out of the bag, the egg is shattered. There is no reversing the arrow of time.

This optimism is grounded in a simple fact – that the first step towards solving a problem, is to acknowledge that it exists. “There is no problem” problems, are the hardest to get support to solve for, or funding to implement a solution. To paraphrase computer scientist and venture capitalist Paul Graham: people with solutions to overlooked problems are the ones likelier to make a dent in the world, yet “overlooked problems are by definition problems that people think don’t matter”.

So to those of you, the problem solvers and designers of solutions, the pioneers and settlers that can see a little further than the rest of us – please continue to be courageous; despite that there is no guarantee that you will be called upon one day (or even if your solution is the right match for the problem you were trying to solve for).

Perhaps the only consolation I can offer is Dr. Richard Hamming’s response to people thinking that great science is done by luck:

“There is indeed an element of luck, and no, there isn’t. The prepared mind sooner or later finds something important and does it. So yes, it is luck. The particular thing you do is luck, but that you do something is not.”

References

  1. Graham, P. (2008, February). Six Principles for Making New Things. Retrieved December 23, 2021, from http://www.paulgraham.com/newthings.html
  2. Hamming, R. W., & Kaiser, J. F. (1978, April 1). You and your research. Calhoun Home. Retrieved December 23, 2021, from https://calhoun.nps.edu/handle/10945/37504
 Originally posted on Linkedin
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The abstract and the concrete – Empowerment as an example

Most of us implicitly understand the power in making a distinction between the abstract and the concrete. In writing, this manifests anytime someone suggests that you should include a (concrete) example to help make your (abstract) idea clearer, or “more real” to your readers. Linguist and psychologist Steven Pinker argues that examples are so important that communicating ideas persuasively would be impossible without them.

In the field of management, some abstract ideas can become very popular, but very quickly loses all practical meaning.

I believe that some ideas can be made more real by tying it back to a single tangible concept that can best represent its core intent. You lose precision, but gain the directional accuracy required to persuade.

Let me try:

“Empowerment” is one such idea. In a business context, the core of it is that appropriate decentralised decision making is good. This lets you ask pointed questions: How many decisions are my front line staff allowed to make when they are interacting with a customer? How many decisions are my line managers allowed to make? How can I appropriately increase this while still having the right level of management control and governance? etc.

Does the abstract idea of empowerment now feel more real?

References

  1. Pinker, S. (2015). The sense of style: The thinking person’s guide to writing in the 21st Century. Penguin Books.
Originally posted on Linkedin
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On the challenges of all-inclusive words: snow and pain points

You may have heard that the Inuit have fifty or more words to describe snow:

“We [English speakers] have the same word for falling snow, snow on the ground, snow hard packed like ice, slushy snow, wind-driven snow – whatever the situation may be. To an Eskimo, this all-inclusive word would be almost unthinkable….”

Benjamin Lee Whorf, Science and Linguistics (1949)

While linguists continue to debate the finer points due to the peculiarity of the Eskimo family of languages (Inuit and Yupik being two major branches), one of the implications are clear – the ability to identify and apply meaningful distinctions is a key thing separating a specialist and a layperson in any sufficiently complex environment.

An all-inclusive word for snow is unthinkable if your life depends on being able to generate the right solutions to the different challenges created by different types of snow.

As an example from the field of business improvement, the term “pain point” is widely used (in Australia) as an all-inclusive word to identify issues that is broadly interpreted as “anything I don’t like”.

While this interpretation is helpful in interviews where the goal is to broadly capture as much raw feedback as possible, the challenge is getting from a flood of “anything I don’t like” to making meaningful distinctions: which of these pain points are actually root causes, which are only intermediate effects, which are causing undesirable effects in relation to the organisations strategic goals, which are within our span of control or influence, which are actually proposed (and potentially incorrect) solutions in disguise, etc.

It is the difference between drowning in a flood of information and successfully navigating the currents with prizes in hand.

Reference:

  1. David Robson, “There really are 50 Eskimo words for ‘snow'”, New Scientist (Dec 2021). Reprint by Washington Post: https://www.washingtonpost.com/national/health-science/there-really-are-50-eskimo-words-for-snow/2013/01/14/e0e3f4e0-59a0-11e2-beee-6e38f5215402_story.html

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One way to think about frameworks – Marie Kondo example

Paraphrasing Dave Snowden: a framework is a typology (a system of dividing things into types) that allows you to look at things from different perspectives and make distinctions between those things; the purpose is so that you can think and act in different ways based on those distinctions (hopefully successfully).

I’ll illustrate with a simple “discarding things” framework from Marie Kondo, the author of The Life-Changing Magic of Tidying Up:

People have trouble discarding things that they could still use (functional value), that contain helpful information (informational value), and that have sentimental ties (emotional value). When these things are hard to obtain or replace (rarity), they become even harder to part with.

In practical terms, when you have problems discarding something, making a distinction between whether the cause is because of functional value, informational value, or emotional value (and considering rarity) will let you look at it differently and come up with an appropriate solution, for example:

  • If a physical object has only emotional value, storing it as a digital photo may make it easier to discard
  • If it is a box full of cables with functional value but with low rarity, looking at it from a logical cost of storage versus cost of re-buying may help you make your decision.
Originally posted on Linkedin
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Setting up a successful Community of Practice

If you have been tasked to set up a Community of Practice (referred to as Guilds in more recent Agile terminology), you could do worse than having a quick read through Pyrko, Dorfler and Eden’s 2017 paper: “Thinking together: What makes Communities of Practice work?” and reflecting on what you actually want your CoP to achieve.

As the title of the paper gives away, “thinking together” is posited as key criteria for the existence of a Community of Practice. There is a marked difference between mere knowledge distribution (e.g. regular one-way presentation of case studies, publication of newsletters, etc) versus setting up a community that actually tackles the hard task of “thinking together” to develop new knowledge and better practices.

There are actually quite a few preconditions required to achieve the former, but the paper makes clear that identifying specific real-life problems that practitioners care about is vital. This particularly resonates with me, having observed CoPs struggle to find their identity and purpose because they had attempted to tackle subject areas that are too broad, abstract or general.

Originally posted on Linkedin
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Marriage as an entity or a relationship?

The way that we view the world, the things in the world, and the relationships between those things, can be unique based on our individual (or enterprise) perspectives. In these cases, representing that view in our respective information systems may require changes to the underlying data model.

A salient quote that provides a grounding example and also proving that humour can be found where you’re least likely to expect it (i.e. a seminal 1976 computer science paper with over 12,000 citations):

It is possible that some people may view something (e.g. marriage) as an entity while other people may view it as a relationship. We think that is a decision which has to be made by the enterprise administrator. He should define what are entities and what are relationships so that the distinction is suitable for his environment.

Peter Pin-Shan Chen, The Entity-Relationship Model – Towards a Unified View of Data, 1976

I still smile every time I read that quote.

Originally posted on Linkedin

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The Founder (2016) – Seven minutes on strategy and execution

The Founder (2016). Source: https://www.vox.com/culture/2017/1/18/14286866/the-founder-review-michael-keaton-mcdonalds

There is a 7 minute segment in the first act of The Founder that acts as a great compressed example of strategy development and execution concepts, in which the McDonald brothers explain to Ray Kroc the story of their business. Among the concepts illustrated in this tightly edited sequence:

  • Product profitability analysis – leading to menu simplification and a focus on just hamburgers, fries and coke
  • Where to play – moving out of the full service drive-in diner space to target over-served customers (with implications on operating model costs)
  • How to win – speed of service, orders “ready in 30 seconds, not 30 minutes”
  • Operating model changes – removal of car hops (waiters and waitresses on roller-skates that bring food to people in their cars) which had represented an expensive non-value adding step in the value chain (in the context of their new target customer segment)
  • Lean process improvement – running kitchen simulations on a tennis court, pretending to make burger and fries to identify efficiencies and iterate on design.
The Founder (2016)

There’s even time for a comedy scene that highlights the importance of having a change management strategy in place, featuring the chaos over their failure to properly communicate their new system. Yells one irate customer, “What do you mean I gotta get out of my car?!”.

This is common sense, anyone can do it!

A well edited cinematic sequence can make anything look easy when it is difficulty in reality, to the point that even the movie script offers a concessional line by making one of the McDonald brothers say, “We are an overnight sensation, thirty years in the making”.1

The other point worth noting that is also illustrated in the movie is that knowledge and talent are not evenly distributed (no one can know everything about everything). The McDonald brothers seemingly aced one part of strategy development and execution with little effort, but arguably could have used external help with negotiating and reviewing their deal with Ray Kroc.

Footnotes:

  1. As an aside, the official McDonald’s Our History website credits a variant of this quote to Ray Kroc, “I was an overnight success alright, but 30 years is a long, long night”.
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