innovation
My job is simply to design gadgets that I like
To read things that are not yet on the page
A new gestalt
Upstream, Downstream
I choose a world with pyramids
Which would you choose: a world with pyramids? Or without?
Humanity has always dreamt of flight, but the dream is cursed. My aircraft are destined to become tools for slaughter and destruction. But still, I choose a world with pyramids in it. Which world will you choose?
The Innovation Funnel
A Comic by Tom FishburneMost organizations use some version of an innovation funnel to bring ideas to life. It starts with lots of ideas at the front end and then launches whatever survives all the way to the back end.
Yet this Darwinian process of bringing ideas to life doesn’t necessarily lead to survival of the fittest ideas. If we’re not careful, the innovation funnel leads to survival of the safest ideas.
Organizations are good at spotting risks. In an effort to improve success rates, organizations tend to put sharper teeth in the funnel.
As ideas run the organizational gauntlet, they can get pruned, sheared, shaped, and watered down beyond recognition. On the way, they can lose the essence of the idea. They may lose their point of difference and reason for being.
Celebrating Steve
A Video by Steve JobsWhen you grow up, you tend to get told that the world is the way it is, and you're meant to just live your life inside the world and try not to bash into the walls too much...but life can be much broader, once you discover one simple fact – and that is, that everything around you that you call life was made up by people that were no smarter than you. And you can change it. You can influence it. You can build your own things that other people can use.
Traditional companies are losing because they mismanage software engineers
An Article by Emma WattersonInnovation is messy, and frankly Anti-Steve [Jobs] can’t figure out why you wouldn’t just tell people the right thing to build and skip all the trial and error that comes with innovation. Anti-Steve and his board of directors that keep him in place fundamentally believe that they know what needs to be built. Or at least that they can hire the messiah that will come down off the mountain and tell everyone what to build. There is no such messiah.
Withered or seasoned?
An Article by Robin SloanThe Nintendo way of adapting technology is not to look for the state of the art but to utilize mature technology that can be mass-produced cheaply.
This is the reason a Nintendo console never has the fastest chips or the beefiest specs of its generation; instead, its remixes components in an interesting and generative way. Think of the Gameboy’s monochrome screen, the Wii’s motion controller, the Switch’s smartphone form.
[Gunpei Yokoi] is talking about reliability and predictability, in performance and supply alike. He wants the components to be boring, so their application can be daring.
Who Becomes an Inventor in America? The Importance of Exposure to Innovation
A Research PaperWe directly establish the importance of environment by showing that exposure to innovation during childhood has significant causal effects on children's propensities to invent. Children whose families move to a high-innovation area when they are young are more likely to become inventors. These exposure effects are technology-class and gender specific.
Age of Invention
A Series by Anton HowesI’m a historian of innovation. I write mostly about the causes of Britain’s Industrial Revolution, focusing on the lives of the individual innovators who made it happen. I’m interested in everything from the exploits of sixteenth-century alchemists to the schemes of Victorian engineers. My research explores why they became innovators, and the institutions they created to promote innovation even further.
The monkey, the tiger beetle and the language of innovation
An Article by Courtney HohneWhat we’ve learned from 10 years of moonshot taking about choosing your words wisely — and the many benefits of doing so:
- v0.crap
- Tiger Beetle Moments
- Killing our projects
- In the fog
- The Altimeter
- The Icebergs
- Headwinds & Tailwinds
- Chaos Pilots
- Patiently impatient, responsibly irresponsible, passionately dispassionate
Ancient magicians as innovation consultants
An Article by Matt WebbThe Codex Justinianus (534 AD), being the book of law for ancient Rome at that time, banned magicians and, in doing so, itemised the types:
- A haruspex is one who prognosticates from sacrificed animals and their internal organs;
- a mathematicus, one who reads the course of the stars;
- a hariolus, a soothsayer, inhaling vapors, as at Delphi;
- augurs, who read the future by the flight and sound of birds;
- a vates, an inspired person - prophet;
- chaldeans and magus are general names for magicians;
- maleficus means an enchanter or poisoner.
I happen to have spent my career in a number of fields that promise to have some kind of claim to supernatural powers: design, innovation, startups…
It’s not hard to run through a few archetypes of the people in those worlds, and map them onto types of ancient magician.
- Those like Steve Jobs (with his famous Reality Distortion Field) who can convincingly tell a story of the future, and by doing so, bring it about by getting others to follow them – prophets.
- Inhaling the vapours and pronouncing gnomic truths? You’ll find all the thought leaders you want in Delphi, sorry, on LinkedIn.
- Those with a good intuition about the future who bring it to life with theatre, and putting people in a state of great excitement so they respond – ad planners. Haruspex.
- Those who have the golden mane of charisma: enchanters. Startup founders.
- People with a great aptitude for systems and numbers, who can tell by intuition what will happen, from systems that stump the rest of us. We call them analysts now. MBAs. Perhaps the same aptitude drew them to read the stars before? Mathematicus.
The Small Group
An Article by James MulhollandLying somewhere between a club and a loosely defined set of friends, the SMALL GROUP is a repeated theme in the lives of the successful. Benjamin Franklin had the Junto Club, Tolkien and C.S. Lewis had The Inklings, Jobs and Wozniak had Homebrew.
Around a dozen members is the sweet spot of social motivation: small enough to know everyone, yet large enough that the group won’t collapse if one or two members’ enthusiasm wanes; small enough that you are not daunted by competing with the whole world, yet large enough that you still need to be on your toes to keep up.
The Design of Design
What's Wrong With This Model?
A ChapterDesign process models: A summary argument
- A formal design process model is needed, to help organize design work, to aid communication in and about projects, and for teaching.
- Having a visual, geometric representation of a design process model is crucial, for designers are spatial thinkers. They will most easily learn, think about, share, and talk in terms of a model with a clear geometric picture.
- The Rational Model of design occurs naturally to engineers.
- The linear, step-by-step Rational Model is highly misleading. It does not reflect what real designers do, or what the best design thinkers identify as the essence of the design process.
- The bad model matters. It has led to the too-early binding of requirements, leading in turn to bloated products and schedule/budget/performance disasters.
- The Rational Model has persisted in practice despite its inadequacies and plenty of cogent critiques. This is because of its seductive logical simplicity, and because builders and clients needs “contracts."
- Several alternative models have been proposed. I find Boehm’s Spiral Model the most promising. We need to keep developing it.
The spiral model
The spiral shape certainly suggests progress. It associates successive repetitions of the same activity. The geometric shape is easily understood and memorable. The model emphasizes prototyping, starting with user-interface prototypes and user testing long before an operational prototype is possible.
Since a development model is principally used by developers, I believe having it designer-centered is entirely appropriate. With Boehm and against Denning and Dragon, I advocate frequent but not continuous interaction with representative users, with successive prototypes as the vehicles.
I strongly believe that way forward is to embrace and develop the Spiral Model.
A grossly obese set of requirements
Who advocates in the requirements process for the product itself—its conceptual integrity, its efficiency, its economy, it’s robustness? Often, no one. As often, an architect or engineer who can offer only opinion based on taste and instinct, unbuttressed as yet by facts. For in a classical Waterfall Model product process, requirements are set before design is begun.
The result, of course, is a grossly obese set of requirements, the union of many wish lists, assembled without constraints. Usually, the list is neither prioritized nor weighted. The social forces in the committee forbid the painful conflicts occasioned by even weighting, much less prioritizing.
Requirements proliferation
Any attempt to formulate all possible requirements at the start of a project will fail and would cause considerable delays. — Pahl and Beitz, Engineering Design
As Project Manager, I had to reject the requirements document as totally impractical, and have a quite small team of architects, marketers, and implementers extract the essence.
Requirements proliferation must be fought, by both birth control and infanticide.
The architectural contracting model
It is the necessity for contracts, whether within an organization or between organizations, that forces the too-early binding of goals, requirements, constraints. The pressure for a complete and agreed-upon set of requirements run into the hard fact, that it is essentially impossible to specify any complete and accurate set of requirements for any complex system except in iterative interaction with the design process.
How have the centuries-old building design disciplines handled this perplexity? Fundamentally, by a quite different contracting model.
- The client develops a program, not a specification, for the building.
- He contracts with an architect, usually on an hourly or percentage basis, for services, not for a specified product.
- The architect elicits from the client, the users, and other stakeholders a more complete program, which does not pretend to be a rigid contractable product specification.
- The architect does a conceptual design that approximates the reconciliation of program and the constraints of budget, schedule, and code. This serves as a first prototype, to be conceptually tested by the stakeholders.
- After iteration, the architect performs design development, often producing more detailed drawings, a 3-D scale model, mockups, and so on. After stakeholder iteration, the architect produces construction drawings and specifications.
- The client uses these drawings and specifications to enter into a fixed-price contract for the product.
Notice how this long-evolved model separates the contract for design from the contract for construction. Even when both are performed by the same organization, this separation clarifies many things.
The rational model of design
Engineers seem to have a clear, if usually implicit, model of the process of design. It is usually an orderly model of an orderly process as the engineer conceives it.
The notion that the design process should be modeled as a systematic step-by-step process seems to have first developed in the German mechanical engineering community.
Herbert Simon independently argues for design as a search process in The Sciences of the Artificial. He was motivated to lay out a strictly rational model of design precisely because such a model was a necessary precursor to automating design. His model remains influential even if today we recognize the "wicked problem" of original design as one of the least promising candidates for AI.
In software engineering, Winston Royce independently introduced a seven-step Waterfall Model to bring order to the process. In fact, Royce introduced his waterfall as a straw man that he then argued against, but many people have cited and followed the straw man rather than his more sophisticated models. Even if ironically, Royce's seven-step model must be considered one of the foundational statements of the Rational Model of Design.
Design process models
Any systematization of the design process is a great step forward compared to "Let's just start coding, or building." It:
- Provides clear steps for planning a design project
- Furnishes clearly definable milestones
- Suggests project organization and staffing
- Helps communication within the design team
- Is readily teachable to novices, and tells novices facing their first design assignments where to begin.
The Rational Model in particular brings yet more advantages. The early explicit statement of goals, secondary desiderata, and constraints helps a team avoid wandering, and it breeds team unification on purposes. Planning the whole design process before starting coding or formal drawings avoids many troubles and much wasted effort. Casting the process as a systematic search of a design space broadens the horizon of the individual designers and lifts their eyes far beyond their previous personal experiences.
But the rational model is much too simplistic, even in Simon's richly developed version.
The dual ladder
The first task for growing designers, as opposed to managers, is to craft a proper career path for them, one whose compensation and sociological status reflect their true value to the creative enterprise. This is commonly called the dual ladder. It it easy to give corresponding salaries to corresponding rungs, but it requires strong proactive measures to give them equal prestige: equal offices, equal staff support, reverse-biased raises when duties change.
Why does the dual ladder need special attention? Perhaps because managers, being human, are inherently inclined to consider their own tasks more difficult and important than design and need to deliberately assess what makes creativity and innovation happen.
A platonic ideal
As the architecture design progressed, I observed what at first seemed quite strange. For the architecture team, the real System/360 was the Design Concept itself, a Platonic ideal computer. Those physical and electrical Model 50, Model 60, Model 70, and Model 90 things under construction out on the engineering floors were but Plato’s shadows of the real System/360. The real System/360’s most complete and faithful embodiment was not in silicon, copper, and steel, but in the prose and diagrams of IBM System/360 Principles of Operation, the programmer’s machine language manual.
I had a similar experience with the View/360 beach house. Its Design Concept came to be real long before any construction began. It persisted through many versions of drawings and cardboard models.
The design concept
Is there positive value to recognizing an invisible Design Concept as a real entity in design conversations? I think so.
First, great designs have conceptual integrity—unity, economy, clarity. They not only work, they delight, as Vitruvius first articulated. We use terms such as elegant, clean, beautiful to talk about bridges, sonatas, circuits, bicycles, computers, and iPhones. Recognizing the Design Concept as an entity helps us to seek its integrity in our own solo designs, to work together for it in team designs, and to teach it to our youth.
Second, talking frequently about the Design Concept as such vastly aids communication within a design team. Unity of concept is the goal; it is achieved only by much conversation.
Thus, moviemakers use storyboards to keep their design conversations focused on the Design Concept, rather than on implementation details.
The Idea
The design is thus the mental formulation, which Sayers calls “the Idea,” and it can be complete before any realization is begun. Mozart’s response to his father’s inquiry about an opera due to the duke in three weeks both stuns us and clarifies the concept.
For most human makers of things, the incompletenesses and inconsistencies of our ideas become clear only during implementation. Thus it is that writing, experimentation, “working out,” are essential disciplines for the theoretician.
The boldest decisions
In retrospect, many of the case studies have a striking common attribute: the boldest design decisions, whoever made them, have accounted for a high fraction of the goodness of the outcome. These bold decisions were made due sometimes to vision, sometimes to desperation. They were always gambles, requiring extra investment in hopes of getting a much better result.
Intuition and systems
Systematic design excluding intuition yields pedestrian follow-ons and knock-offs; intuitive design without system yields flawed fancies. How to weld intuition and systematic approach? How to grow as a designer? How to function in a design team?