Sunday, February 13, 2022
Monday, January 10, 2022
The beauty of raw and physical things
Over the years, my life and time have been immersed in increasingly abstract and complex topics. Data science, machine learning, and product development methods have taken most of my attention. I stare at computer screens constantly. I have craved a deeper connection with the physical world.
About 15 months ago, my wife returned home from a music trivia game with her friends, in which one of the topics was called "Men and Makeup." She crushed it. She intimately knew the works of David Bowie, Mick Jagger, and Prince. Listening to her account, I found myself thinking about the beauty of cosmetics, not just the beauty created by them, and the unexplored spaces for men to beautify themselves. After years of MAGA-ridden toxicity, would not the world be better, if men did more to cherish beauty, and in part, made more effort to make themselves more beautiful? Don't those attracted to men, especially those who work so hard to make themselves beautiful in the eyes of men, deserve gorgeous men?
I began to poke at this slowly. I reached out to cosmetics experts and chemists. I also began to purchase cosmetics and experiment with them on myself. I found great joy in products by Tom Ford and Channel. I also benefitted from healthier skin and greater confidence in my appearance.
Yet I found little or no products specific to my wants and needs. I enjoy my appearance as a man. I do not want to look like a beautiful woman, but rather, want to improve my appearance as a man. Consequently, most products are not designed for me.
To explore this gap, I have set about making my own products. Initially they were simple, DIY projects in my kitchen, making lip balm or hand salve. But with time, I my experiments have become more methodical and complex. I have purchased professional lab equipment. I read books about organic chemistry and the molecular structure of common ingredients. I think about bonds, preservation, and shelf life.
I have also began to document my works. There is great beauty to be found in the material. The design of a skin product is a tactile experience, rich with colors and scents. There is much joy here to be found outside of computers, connecting us to each other through our senses.
Wednesday, September 15, 2021
Between the many realms of matter
For over a decade, I chased visions of a future life. I didn't want to watch adventure movies, I sought adventures. I didn't want to read about brainy problem solvers. I wanted to become one. I befriended authors, journalists, and humanitarian juggernauts. Now moving into my forties, I can't help but wonder what might be a better use of my time these days. Spend children with my kids. Have a great marriage. Be a good husband. Ignore all those insecure folks trying to show how smart they are. Just be alive and in touch. It seems like a better way these days.
I went to a concert last night and it was beautiful. Did everything go perfectly? Absolutely not. Was it better than stressing about some startup, publication, or certification? 10,000 times yes.
Saturday, August 28, 2021
Wednesday, August 18, 2021
How will the city of Kabul work under Taliban rule?
Now that the Taliban is in charge, images and videos are leaking out of Taliban representatives meeting with hospital staff, bank employees and government offices. The new authorities all promote the same message, "don't quit what you are doing, just keep working, we are not here to harm or disrupt you." This sounds okay, but if we think ahead six months or two years, what will this look like? After all, these institutions now function within networks of global finance and medical logistics. These are not isolated huts like they had in 1990s. If the Taliban does not participate within systems of global governance, these institutions will not be able to sustain themselves. So when we look at the city of Kabul, what is in store in the coming years?
For nearly 20 years, much of my career has been focused on the topic of urban planning and conflict cities. I lived in Kabul for three years, and during that time, I provided training on city management to nearly 300 members of the city administration. I sat at the big long tables beside the Mayor of Kabul, with representatives of the World Bank, USAID, and the UN to discuss progress and gaps in urban reconstruction. I provided GIS and research services to research organizations such as CAPS and AREU. I built data with field researchers and built technical assessments, such as this report for USIP. I also conducted novel research which I presented at the MIT Media Lab. In parallel, I travelled across Northern and Eastern Africa to bring the same expertise to problems of water distribution, conflict, environmental devastation, and youth militarization. When I see the Taliban take over, today I don't just see the present day, I see a pattern of events unfolding that will redefine daily life for everyone in Kabul.
As to how the city will organizationally operate under Taliban rule, we've seen this before. When ISIS was at the height of its power, thousands of civil servants drudged to the office everyday to do their jobs. They were not paid for weeks or months, yet they were expected to work with "business as usual." This maintained the facade of governance, but behind the current, was otherwise dependent on shadow markets. Al Shabaab operated in a slightly similar manner for many years in Somalia. This is not a true working government, it's more like the facade of a working government. If you've heard stories in the 1980s about the USSR factories creating forks, to melt them down, and create forks again - the metaphor is apt. Most of these continued operations will have little direction or impact on day-to-day life.
When the governments expect federal services to persist with no economic underpinning, creative do solutions pop up. ISIS became renown for the export and smuggling of of biblical antiquities. Shabaab was highly dependent on the export and sale of charcoal from the port of Kismaayo. In 2011, through on the ground research, I uncovered how Shabaab managed to monetize its presence within immigrant communities, acting as investors, educators, advisors, and security services. We should expect similar activities from the Taliban.
The export of heroin was a mainstay during their previous rule. The reality is that this crop just doesn't bring enough money. These men are likely willing to leverage the new institutions that have been built over the last twenty years, and thus tap into other forms of agricultural production and export already in use. Consequently, it is likely they can increase economic production far beyond the current rate within multiple sectors including animal husbandry, mineral exploration, agriculture, limited industry and banking. With China has an immediate neighbor and partner, the opportunity exists to build a thriving import/export market. China already has a footprint within Kabul for the supply of technical expertise, and if this grows, Afghanistan will awkwardly look like a success story under Taliban rule.
However, the new government may lack the expertise to mobilize and transition their economy. No doubt, they very likely have some PhD economists in their folds looking to introduce a new model of Sharia economics. This kind of vision is new and uncertain. The fusion of social policy with Islamic finance and global economics frameworks is nothing new - we can look to countries like Saudi Arabia, the UAE, or Qatar as proof. However, the revisionist interpretations of those policies in conflict with modern systems will create jarring outcomes.
Foremost, we should expect erratic pricing for housing in the near term, then rather static and stable market. Housing has long been a nightmare in Kabul. Conditions are poor and costs are high - for everyone. For the last twenty years, massive defensive walls have been built around the city, which additionally undermine basic business and movement. These will remain. The loss of international money may partially stabilize the local housing market by forcing the price range to shrink with an otherwise static supply, which will be seen as a boon for the local population.
As the monetary systems erode, the "government workers" are left to do with less, but continue operating and maintaining broken infrastructure. Yet without capital to invest in materials, replace parts, or upgrade machinery, these will rapidly deteriorate. Power outages are already common, but lack of power will become the standard, and access to electricity will be tied more heavily to bribing and relationships. Furthermore, we can expect the service sector to survive and the production of goods to drop, creating rapid inflation. Commodities like Redbull will become scarce, while locally produced goods such as vegetables and Wool will be in high supply.
In 3-5 years, new problems will emerge. Eventually, the existing physical infrastructure will erode if international commerce is not achieved. When this happens, we can expect that presently centralized services to get broken into privatized offerings. When Mogadishu lacked a government, there was no central power grid. There was instead a fragmented patchwork of electricity providers, entrepreneurs who had large generators and offered electricity within their social network. Kabul will likely see the same.
As an exception, we can expect some forms of infrastructure to succeed. Mobile phone systems and the mobile internet access will continue to grow and proliferate. Companies such as Roshan, MTN, and Etiselat will continue to succeed in light of limited regulation and high demand. Individuals with expertise in the creation and deployment of mobile towers and information networking will have a higher demand from a smaller number of clients. Afghanistan already has nation wide software running to negate the inflow of pornography, images of Alcohol, or other related content. These systems will continue to run, but will eventually fall into disrepair, becoming less effective over time. The use of VPNs will proliferate. Finally, we must recognize that very little new physical infrastructure will be created or it will be created very slowly. The network of roads, water and sanitation systems built in the last twenty years will likely not expand.
Projects will rarely happen - if they do, they will be done potentially with more efficiency than now because there are less obstacles to implementation under the totalitarian regime. These physical systems will become safer and more accessible as the political landscape is now simplified. There will only be one fee to pay for road access, with far less bribes, and far less complexity among stakeholders and actors. The growth in use could fund continued maintenance and expansion, but this will be dependent on the consolidation and growth of expertise. Via ties to Pakistan, the civil engineering expertise may be in place, considering that the majority of civil engineers who built the current infrastructure were from, or educated within, Pakistan. Shabaab and ISIS maintained very aggressive tax systems under their implementation of Sharia. I expect the same in Afghanistan. The question is how those taxes will be used.
In the end, we can expect consolidation, decay, and uneven patterns of rampant growth. Modern industries will likely thrive. Traditional industries - such as the local production of Coca-Cola - will die. Housing stock will typically not change, though access to housing will improve. There will be a massive reduction in social conflict. As the international community and experimental government of Afghanistan were never truly successful in rolling out modern legal systems for land use - such as deed and titles - we can expect there to be less conflict on these topics now, but simultaneously less documentation. The information layers - maps, records, audits - that drive modern software systems will dry up too. If the Taliban can broker working economic relationships with its regional neighbors, we will see some advances, but growth will be irregular from the combination of extreme cultural and social policies with inconsistent economic policies.
Thursday, July 1, 2021
Reflections on non-dilutive investment
I have many friends who build companies. Most of them need money. I haven't entirely mapped out the spectrum, but there are clearly multiple combinations of entrepreneur type and investment type that define a winning or losing business model.
For example, I know people who grew up wealthy, have innate access to informal and professional investors, and have direct access to good guidance. A holiday meal might include sage advice from a seasoned business executive or an offer to make introductions.
I never had this. Rather, for many years I lived on the other side, with no access to information or individuals beyond whatever I might find and create myself. I read dozens of books on the topic. I attempted to create companies with no input beyond whatever I found in those books. And through trial and error, I built a particular understanding about how you build a vision, then translate that vision into a physical business with a great team that makes great things. I frequently meet with and try to help other aspiring entrepreneurs who are also starting from zero.
Along the way I've met many people somewhere in the middle. Frequently these individuals have a strong technical skill. They get really good at creating software or designing products, and through hard work, eventually get access to opportunities. Maybe their product line get's deep investment from the parent company then spun out. Maybe they meet a combination of other investors and engineers and just happen to stumble into a new position. This has happened to me too, where I had network of talent and a body of IP, when someone else had the capital and a need.
More recently, though, I've begun to think about building investment capital without giving too much away. Kickstarter, for example, has helped many people launch a business. IndieGoGo has done the same. Now with the rise of platforms such as Shopify and tools like Hubspot, I wonder to what extent do those platforms remain necessary? Are there other ways to assemble non-dilutive capital to launch a company? I suspect there are, but what is offered in exchange? What is the threshold of this model? And how exactly would you do it? I'm not sure, but no doubt, the answers are out there.
Sunday, June 27, 2021
Build something that matters
Years ago I wrote an article about building something from nothing. Years later that doesn't cut it. It isn't enough to just build something. You have to build something significant and profound.
There many startups at Carnegie Mellon University, the world's leading institution for artificial intelligence. When you talk to the people building them, you'll quickly realize that these people rarely think about the business - they are thinking about the technology. These companies consist of a magical sensor, a web of sensors, or stream of data. These companies assume that customers exist who need such magical sensors. Sometimes it is true. Sometimes people really do need that missing piece of data. But many times, only one person needed it.
Designing the business is altogether different. In many ways, a great business doesn't require a great technology. Often the business model is really old. Buy low and sell high. Information arbitrage. If you can find the business model that has always worked then accelerate it with novel technology, it will probably work. Why? Because people are usually getting something they can't get somewhere else. They are getting something special. The transaction is faster, but the product actually matters.
So do that. Build things that matter.
Thursday, April 15, 2021
Emergent startups and concrete production
I started working at the age of 14. I was bagging groceries and stocking shelves at the neighborhood grocer. The place was kinda gross. Weird things happened. The butcher stole steaks. The stock boys smoked cigarettes behind the building. People slept in the doorway overnight. Daily, I'd have to wander the neighborhood searching for shopping carts, folks had used to transport their groceries home. But we all knew who the boss was. Ken. Ken was a bulky man with a larger mustache. He was in charge. It was a messy franchise, but it was his messy franchise, and he let you know it. Paid only $4.15 per hour, I worked my heart out for him.
As an adult, I've encountered many organizations including tightly coordinated military units, massive enterprise software providers, high tech cost centers, and horizontal startups. The last one, the horizontal start up, is tough.
For a long time, I figured horizontal was everything. I tried to practice it too. But I learned through trial and error that many this approach is the result of uncertain leaders. Individuals who never had to lead diffuse their power through others. Sometimes it works, sometimes it doesn't.
When it does work, it is because you have the best talent on hand. Those individuals know how to mobilize, coordinate, and get things done. It works well.
When it doesn't work, it is because the talent isn't there. People work in shadows. People talk too much or not at all. Projects never have a clean end, but sprawl and never get truly finished.
Either way, a company must have the ability to draw a line, to a diagram, end to end how the widgets get fabricated. Maybe Ken designs it. Maybe the team stumbles until they figure it out. Either way, the company is only getting started when there is visible, universal alignment on the widget making.
If the process is only in your head, trust me, it is only in your head. Get drawing.
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Friday, March 12, 2021
How to Build Something from Nothing
- No Ego. Any given person cannot be central or necessary to the operation of the entity or its continuation. If you design an entity according to the objectives, emotions, and expectations of one or two people - including yourself- then it will fail to succeed over time because it will forever be limited by the constraints that you alone carry or will carry. You can be a stakeholder in your own work but it should not be about or for you. It should not be designed to serve you (especially if this is to be a profitable business). For successful startups, this is often phrased in an epic mission statement... but it doesn't have to be so bold. It simply must serve others more than it serves yourself. If it cannot be justified as such, then it is not likely a worthwhile pursuit.
- Build Psychological Scaffolding. The components of the entity exist as a suspension - not a mixture -so that the tensions are just as critical to the success as the harmonies. For example, if building a business, you cannot expect everyone to get along, so your odds of success improve if the business is designed to leverage hostilities between people. You cannot expect to like all your employees. You cannot expect to always be pleased by performance or to hire excellent people. So what is the plan? You can rotate through a constant stream of people, but nothing will grow from this except your own frustration. To build something, you must expect have a range of personalities and capabilities, and many will conflict so build for that conflict, not to avoid it. Certainly there are times you need to ditch people, but typically, as long as they are reliable enough to show up, you can design the work in relation to their strengths and ask little of their weaknesses while leveraging the internal conflicts into new opportunities for the organization.
- Resources are Flux. You cannot plan to rely upon any given resource pools, but must draw from finite resources that shift as distributions, compiled from diverse locations, and all resources have expiration dates. If you design and build an entity to rely upon a specific person, idea, model, or finance strategy, and these variables are orchestrated to come together with the expectation of a particular timing, you might succeed once or twice but then it will fail. Don't bother with that. You are wasting resources. It is at least a great place to start as people are forever the greatest resource. According to "Lean Startup" you should design your product for a specific person with a specific problem - and I agree - that sensibility must drive the initial design. But people change, and you should expect that user to change as your solution is introduced, so you need to design for change over time, and not just for clients but also for investors, partners, and employees.
- Embrace Suffering. Do not build an entity with the intention that "all will come together and it will be great." Instead, design and build it for the bad times. Imagine the worst possible scenario - what and who do you want by your side to manage that bad time? .If you created pathways for people to manage projects in different ways, to embrace different communication styles, and to maximize agility then you will be in a better position (see psychological scaffolding). But more importantly, seize the pain - its only temporary when it happens but those are the most important moments. Ben Horowitz likes to talk about "CEOs in times of war and peace." The times of war - budget cuts, lost contracts, massive layoffs - are profound human experiences and it is those moments that define the future of the organization. Build to suffer.
- Generative Action-Thoughts Win. Often a new risky idea is proposed and someone (sadly the boss) will shut down these new ideas, usually because they fail to understand one of the above principals. Many people also want to talk about a given idea or possibility for a long period of time. A better tactic - always - is to support a very small and rapid physical experiment on that idea. A pencil drawing on a piece of paper, a quick survey on the street, or a couple phone calls will typically pull in new information and ways of thinking about the problem. Physical things and processes change the conversation and stupid ideas become radical insights. Always veer toward physical things - not ideas.
Advancing New Economic Models by Design

The article was initially published on 5/2/17 at www.humanitarianspace.com. It has been relocated here for continuity.
A few weeks ago I had to opportunity to spend a couple days at the Urban Planning Department of Cornell University. I was impressed by the graceful way this group was able to move fluidly between rigorous quantitive analytics and participatory public processes. Yet for all the brilliance I found among faculty and students, it became clear to me how much urban planning education lacks sufficient focus on design methods.
I am not referring to design as urban design or architecture. I am referring to the ability to translate a series of complex social and technical processes into physical form. I am referring to the ability to translate ambiguity into action and to oversee the transmission of that action to generate results. This is not the same as project management or the mere practice of the profession. Rather, given the massive range of assets are available in urban planning for engagement and analysis, the discipline completely lacks a rigorous methodological framework for what actions to implement by consequence of the planning process. If the discipline of urban planning stops with pitching the plan - then planners deserve to be disappointed when their work does not reach fruition.
This realization explains much about the disappointments of the planning profession - such as the constant repetition of "off the shelf" solutions such as green roofs, walkable streets, and historic main street development initiatives. These tactics are fine - but why such a small range of possible outputs in a world of more than 2.5 million cities, towns, and villages? Basic statistical intuition suggests that a profession dedicated to building new futures and generating new economic development initiatives would capture a broader range of possible solutions.
To consider the urban planning process is to recognize that it remains rooted in a Waterfall design methodology - which has been proven to drive up costs and reduce stakeholder participation. Most socio-technical systems have long since discovered that Waterfall methodologies fail to consider the variability of human actors, and thus tend to fail. While organizations continue to search for replicable solutions utilizing scientific research designs and clinical trial models, the assets of localized place-based development go ignored or fail to scale.
Private sector technical sectors have shifted toward lean frameworks, agile methods, and other systems rooted in rapid feedback to avoid the high risk approach of waterfall planning. Unfortunately this understanding has yet to see the light in American politics where sweeping legislative action is the norm - not iterative improvement and variation. Urban planning, a field long aligned with design, has an opportunity to update to the 21st century - but it needs to start in education. Design is more than architecture, it is the execution of ambiguity into meaningful consequences.
The Art Academy of Cincinnati - Education to be Radical, Relentless, & Radiant
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"there are three kinds of people you want to launch a business: the person with the idea, the person with the financial sense, and the person who makes you say 'what the fuck?' The last is the person who can rip ideas apart, remix them, and flip everything upside down to generate breakthroughs that no one else can see."
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| Blackmoutain College w/ Buckminster Fuller |
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| 2017 Commencement Address |
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| Art Academy of Cincinnati |
The Demand for Fuzzy Science and Explicit Design: Rationalism is Not Universal
The article was initially published on 5/24/17 at www.humanitarianspace.com. It has been relocated here for continuity.
There is a widespread predisposition to assign the scientific method to the profession of science, wherein science is only for science-y things, and likewise, we assign design methods to the design professions like architecture. Why is the method of science only reserved for biology but not for daily action? By extension, we are prone to work through other disciplinary problems in discipline-centric methods- and those methods are all the same, but get diluted by disciplinary language and habit - so why don't we step outside of our discipline with our methods? Most MBAs for example, never do scientific experimentation, although it is the premise of all worldly knowledge. They might embrace a design workshop (as business has to embrace superficial elements of design), which is a good way to synthesize ideas and create opportunities, but it also is a high-risk endeavor because it lacks any direct role for validation - it is a synthesis of assumptions. In contrast to generating learning opportunities, we rely upon the idea of the "expert" who has knowledge based on previous experience and we expect that knowledge to cross over.
Dropping expertise within approaching a problem is important because expertise is really the opposite of science and design. Expertise makes the assumption that experimentation is no longer necessary because the expert has all the necessary information already or can quickly filter available information. Experts supposedly already did all the hard work to understand a particular worldly pattern. Expertise can be reasonable - in any given problem, we all find a point in which additional experimentation is redundant, and an outlier result will have little statistical significance. Yet what happens when we combine this statistical argument with the psychology of a group? In this context, the value of expertise is diminished because of a necessity to all reach a common understanding. Without a process of experimentation, people will talk about things they understand as individuals with poor translation to others. They will impose known patterns upon new problems. They will fail to experiment.
Later, studying robotics at Carnegie Mellon University, this way of thinking was entirely beneficial to advance the state of human robot interaction. How do you build stronger human relationships with technology? It takes more than mere manipulation of pixels or a human factors design assessment. Yet when I was a graduate student in economics and law, this way of thinking was not helpful. In fact, economics never touches the same time of reasoning. Economists are looking regularly at the circulation and balance of inputs and outputs - a far more linear and sequential type of thinking. Law likewise was a headache to study, as legal reasoning relies more upon the accounting of evidence to identify conflicts of logic. The reasoning of pattern relations - whatever they teach in art school - has far less to do with sequencing or logic. These different paths to engage and interpret the world establish radically different understandings of a given problem.
Design Comes First for High Tech Entrepreneurs: Quantum Computing, Robotics, Artificial Intelligence, BioComputing, Machine Learning
The article was initially published on 7/26/17 at www.humanitarianspace.com. It has been relocated here for continuity.
In the last few weeks, I have had conversations with dozens of high tech startups that have one foot in the lab and one foot on the path to a new market. Interplanetary robotics, quantum computing, and super intelligent machines are exciting new domains described at length in business and technology magazines alike, yet these ventures struggle to overcome the leap from research in unstructured domains to generating meaningful human-product experiences and viable companies. They struggle to think and work like designers.
How Design Serves Advanced Technology Companies
Computers are everywhere. As more of our lives are inundated with computers - cars, planes, banks, security, government - the software on those computers is getting very sophisticated and difficult to test. It is also difficult to build to ensure that it is testable. Think of the complexity to manage all air flights in a country, the testing of that software is critical to everyone's safety - but with so many airplanes, airports, satellites and so on - how do you test it?In my engagement with machine learning companies throughout Silicon Valley and Pittsburgh, I found one that has solved this problem. They build tools to help other big companies build reliable software for complex systems. They can even predict if your company is going to create a bug before it happens. It is incredible.
The company does amazing work and is profitable. Yet they have a terrible website. They know it. Their tools do not really have a user interface that users enjoy using or easily understand. Their software is very advanced and difficult to communicate. It is challenging to hire for this company. They see every market as possible and yet are not sure how to access them. Their work is in such high demand they are doing well... but will this always be the case? What are the limits of their current market? How do they know?
Upon offering to help with the website, I've since had multiple conversations with the founder of this company. I understand the technical details of their software. As a researcher, I am equipped to study and understand the problems they face. I also am a designer so I am able to communicate it to people who do not understand. Consequently, as a designer, I also have methods to rapidly TEST & LEARN from the range of possible consumers on how to tailor the language, the product, and the transaction. We do not, consequently, have to worry about marketing or even business development. With design, we can KNOW and VALIDATE our language, our image, our transaction, and our team to transform machine learning into highly needed customer solutions. With Design, we can better engineer success, not just software.
This is Different than The Current Business Models and Operations
At each startup, the conversation unfolds the same way every time. I ask about the product and the CEO demonstrates or describes the product. I ask about the business and they display a prepared document or slide deck on the business strategy and organizational shape. I ask about financing and they tell me about early mistakes made impacting future financing for the negative. I ask about the distinction between the market they set out to pursue vs the market opportunity they have discovered - and they start to get depressed. I ask about new market or growth opportunities, and they say "we hope to figure that out soon... " and perhaps "if only we could hire the right person for business development."Hire the right person for business development?
Certainly, the most important aspect of building a company is the team. Yet to assume that the success of the business - to align internal operations to market demand - is the job of a solo individual is misguided. MBA programs tout the ability to transform graduates into such beings - and there are many times this person can hold an instrumental role - but for highly sophisticated technologies, there is no evidence that a traditional business approach will always work. To make the assumption is high risk.
In addition, when I ask "do you have a designer?" - the CEO confuses my question, thinking I asked: "Do you have someone to make this pretty?" They say no or "that is important, but we aren't there yet" or "we know it needs to be attractive so we outsource that, we have someone make it look good." The worst ones point to their current success and say "we don't need a designer, we are doing just fine" and months later are panicking because they had all along been meeting the needs of only one or two clients and could not actually scale their business. By their definition, to have a designer on the team is expensive and the person would sit around most the time with nothing to do. If they learn their lesson - it is often too late.
Design Driven Business is an Optimized Transaction
Every company requires some basic components - they need the product, they need an efficient way to generate the product, they need a clear path to connect to the consumers for the product, they need a very simple mechanism to exchange the product for capital, and they need the ability to do this over and over again. If this process is well tuned, the capital acquired will outweigh the capital exhausted and the company can flourish.Nothing in this product demands marketing, or branding, or financial planning. There is no need to hire agile coaches or communications consultants. I also mentioned nothing about aesthetic design. These things - these tasks - are simply tools to help solve the core problem: the material transaction. The material transaction is made possible by the optimized movement of information. It is possible to invest in these things to make that transaction happen, but within an unknown market for an untested product, operating on the thresholds of possibility... it is difficult to measure the effectiveness of these tools. Marketing language, targetted advertising, and agile product development are all just attempts to optimize the movement of information. Yet with advanced technologies, early wins are just as likely events of luck. There is no way to know.
Design is the Process to Optimize Transactions
Designers are specialized in the art of communication. This communication may take place through graphic text, plastic form, or even through the process of a work itself (this is where the post-its come into use). Optimized communication within a team will increase efficiency, to transform a team from thinkers to doers but with less technical debt. Optimized communication to external consumers will get the two groups together faster for the transaction to take place.Optimized design of the transaction itself - a form of communication - will result in high satisfaction for everyone. If transactions are fast and positive, and communication from the buyer can connect to the team (who internally is optimized to leverage it by communicating), the transaction will take place again.
You can call this stuff strategy, marketing, team building, communications, - whatever you want. But to get from lab to market - you are better off to optimize your business by starting with Design.
Sunday, January 24, 2021
Digital Marketing and User Experience Design
All companies organize themselves into separate buckets to best focus expertise on business needs. The bigger the companies, the more these buckets are usually distinct from one another. Marketing is often a function of sales. Engineering and product development are often separate. This is a reasonable distinction. Historically, marketing and sales relied upon designers, but in different ways. Today, this is rapidly changing, and the evolution of digital products requires a different approach.
Since the 19th century, designers did not design products. Rather their job was only to make things visually appealing. They did this by adding ornamentation or through marketing. Marketing was important to differentiate products between companies that were otherwise the same. If we look at Nicholas Felton's graph below, we can see that for over 100 years, it was sufficient for a company to make a raw product - such as a radio, or a clothes washer - before having to compete. The job of a designer was to make the package appealing, to draw up posters, and assemble advertisements.
Wednesday, January 6, 2021
The PhD Design - Should you do it? How to make it work for you.
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| The Future Cone: A core concept in design theory on the impact of design to drive change [Source] |
In August 2014, I began a PhD in Design and completed it in May of 2020 at Carnegie Mellon University. I did the program full time and worked full time throughout. I am also a father. Both of my children were born during my time in the program. From 2016-2018, I formally left the program for two years while working for the White House but I continued to work on the dissertation at that time. No doubt, I was very tired and stretched too thin.
I pursued this program with a goal to expand my personal practice into new directions and to reinforce my longstanding history of connecting technology design to economic development. I expected it would lead to a combination of teaching and entrepreneurship. I encountered deep departmental resistance to my work for reasons I never quite understood. Consequently, I very much had to complete my thesis under great stress and with limited channels of constructive feedback. Yet I achieved all of my goals. Over the years I built companies, products, and unique expertise on AI product design. I am glad I did the PhD Design. It was not a waste but it was not what I expected.
Bottom line up front, should you do the PhD design?
At the end of the day it provides a credential, so will you benefit from this credential? I benefit because I immersed myself into communities and research efforts beyond my department and across the university. I worked on a corporate research contract with the CMU Robotics Institute, which is the world leader in its field. I collaborated with persons at MIT where I also served on an investment board. The name recognition, access to resources, the growing community of friends and colleagues, and exposure to writing on design from over the last 100 years had powerful outcomes. Overall, I accomplished my goals.
At the same time, you don't need need a PhD to do much of that. The PhD provided opportunities but those paths were not the lone options available. The culture of many PhD programs is total nonsense. Most academic faculty can't help you do anything but encourage you to be just like them. As reported by Bloomberg, there is only market demand for technical PhDs. So I benefit because I persevered since my goals were to build a technical community, technical expertise, and to build companies. My goals aligned with the market and to create more career options. The PhD credential itself has minimal value unless I seek a teaching position in the future. So if you are interested in the PhD Design, you need to decide what you want first, assess how your goal aligns to the rest of the world, and then decide how to use the PhD experience to make that happen.
If you do not craft clear goals, or if those goals have no value to others, the PhD design will have nominal benefit - or worse, it could be a problem. It is a young degree and few people in the world have one. Individuals around the world hold deep subjective ideas about what Design is as a field. Many people think I decorate houses or design cars. Many engineers think that design is simply a matter of making things pretty or is a tool for marketing. Consequently, you need a very clear plan for using the PhD and proving your value.
Why I did the PhD Design
Prior to the PhD, I had worked in or studied several fields of design including communications, architecture and urban planning. I specialized in working in conflict cities and with displaced, refugee populations. Around that time I also maintained a blog called Humanitarian Space reflecting the previous 8 years of personal practice and published an article on choosing graduate programs. I primarily identified as an urban planner, but with a growing interest in new technologies, sought a PhD program to not just review traditional urban planning subjects. I imagined new planning problems were ahead as robotics and machine learning became integrated in society. The PhD Design seemed like a new way to think about these kinds of problems. There were only a few schools in the world where I could really do this kind of research. I chose the PhD Design program at Carnegie Mellon University because it had a "practice based" curriculum and CMU is the global leader in AI and robotics, and the low cost of living in Pittsburgh. In comparison other top universities in the US and Europe are in more expensive cities.
What is the result of the PhD Design?
For Others - Among my peers from within my program and graduates of other PhD design programs, most are faculty at prestigious universities. They are paid a modest salary as assistant professors at globally top ranking schools, at around $65,000 USD per year. Most faculty I know make between $65,000 and $85,000 USD annually at the world's greatest universities. They are required to teach 3-5 classes per year and demonstrate evidence of other scholarly work or creative practice. Most are not required to bring in additional research funding. Those who do bring additional funds typically earn more money. A couple others are Design Researchers at a big tech companies on the West Coast. They all care a lot about a handful of academic conferences called Cumulus. They publish in niche academic journals like Design Methods and She Ji.
My Personal Experience - It is normal for goals to change over a PhD program in the US. Mine did not, but they became more specific. I had two children and thus became more concerned with the business of my practice. I also became more specifically interested in particular forms of machine learning as an emerging technology. From my two years at the White House, I became focused on combating disinformation as a technology entrepreneur.
Consequently, the PhD Design was a vehicle for executive education. I entered the program as a technical expert and graduated as a business executive. I created a niche specialization in applied AI research. This enables higher earnings while also observing direct consequences of my research in the world. This is a creative practice to solve real problems. The degree was not essential, but it provided a platform to consolidate resources, build expertise, and assert credibility.
Should you do the PhD Design?
Design is not a study of "what was" but is the study of invention, to invent something new. Designers are forward thinkers, and consequently, the study of design should be grounded in theories on creating something new. To some extent the PhD Design does this. Readings by Herbert Simon, Christopher Alexander, Christopher Jones, Horst Rittle or Lucy Suchman do well to orient a designers' thinking on the relationship between making things and human experiences. With research, one can become a better designer for social problems, engineering problems, or otherwise. The PhD in Design could be a compelling path to creative invention.
How to approach a PhD Design program and succeed on the other side
1. Ignore the previous work by the graduate department - what is their plan for future work?
You can review all the work that came out of the department, but as a PhD Design candidate, you will be there 4+ years into the future and the past work doesn't matter as much. Also don't stay 10 years. Just get the damn thing out the door and move on with your life.
2. You need to get friendly with a possible advisor to get accepted but select a program by the culture.
It is common practice to email possible advisors and build a relationship before applying. Do not be afraid, it is part of their job. But you need a catchy email and a reason. That person will advocate for your admission. Feel free to engage multiple persons. But do not expect you will have a great relationship with your preferred advisor. I came to CMU because two people on faculty were rockstars in Design and Human Computer Interaction. Then they both left. These kinds of problems are common. I continued to work with those persons, but they could not be my advisors as they were not in my department. I left the program for a couple years and when I came back it was better. I found two faculty members who avoided the politics and wanted to help me graduate. They knew what constituted a good thesis and provided the necessary support to get it done and graduate.
3. Do great work and NEVER stop fighting for what you want.
If you come to the program with specific goals, do not give up, no matter how much other people do not agree or support you. I was told that my goals were the wrong goals. I was told that my reading selections were the wrong selection. I was told that my presentations were too aggressive. I was told that a focus on business is antithetical to the values of academia. This is total idiocy. These were subjective complaints. As faculty in Design, they have a steady paycheck do not have a real risk if their practice/research endeavors fail to generate any meaningful outcomes in the world. Unless they have done the specific thing you want to do and they are speaking to that topic - their input should be ignored. You own all the risk if your PhD doesn't work out and they have none.
4. Read number 3, again.
Seriously, no one cares about your goals as much you do. If you use the PhD Design for what it should and could be - prioritizing the creation of things that are new - then you will be alone. The more your ideas and work are truly innovative, the more people will criticize what you do and the less they will have to contribute. True innovation is a lonely road. So fight like your future depends on it, because it does. Then celebrate when you achieve the extraordinary. All the naysayers will still be stuck in the same old jobs doing the same old things. You will, however, go on to have great adventures and opportunities ahead.
Thursday, July 30, 2020
Product management models of despair and awakening
How do you build a good product strategy? A rather classic, default formula is described above. You analyze the competition, you study the market, talk to some experts and persona some customers. Then build and test and role out and pivot and all that tiresome stuff. This is horrible.
Saturday, July 18, 2020
Engage the world, have a vision, build a city, now go die in it.
Friday, June 19, 2020
Going beyond the method: The separation between great professionals and true experts
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| From Chadwicks Systems View of Planning, 1971 |
















