Michele Pasin / Quotes

Leap-of-faith assumptions and the minimum viable product

To apply the scientific method to a startup, we need to identify which hypotheses to test. I call the riskiest elements of a startup’s plan, the parts on which everything depends, leap-of-faith assumptions. The two most important assumptions are the value hypothesis and the growth hypothesis. These give rise to tuning variables that control a startup’s engine of growth. Each iteration of a startup is an attempt to rev this engine to see if it will turn. Once it is running, the process repeats, shifting into higher and higher gears. Once clear on these leap-of-faith assumptions, the first step is to enter the Build phase as quickly as possible with a minimum viable product (MVP). The MVP is that version of the product that enables a full turn of the Build-Measure-Learn loop with a minimum amount of effort and the least amount of development time. The minimum viable product lacks many features that may prove essential later on. However, in some ways, creating a MVP requires extra work: we must be able to measure its impact. For example, it is inadequate to build a prototype that is evaluated solely for internal quality by engineers and designers. We also need to get it in front of potential customers to gauge their reactions. We may even need to try selling them the prototype, as we’ll soon see.

Saved 2 March 2014 / www.amazon.com ↗

#hypothesis #prototype #startups #assumption

High-fidelity user prototypes

A high-fidelity user prototype is still a "smoke and mirrors" style simulation, however, now it looks very real. In fact, with many good high-fidelity user…

Flavors Of Prototypes #users #prototype #user-prototypes #bike #search-results

Live-data prototypes

Live-data prototypes are a little tougher to explain, but they are absolutely critical and the cost of producing them is dropping rapidly so I’m loving them…

Flavors Of Prototypes #use-cases #prototype #code

Low-fidelity user prototypes

Fidelity has to do with how realistic the prototype looks. A low or even medium-fidelity user prototype doesn’t look real – it is essentially an interactive…

Flavors Of Prototypes #prototype #user-prototypes #usability-issues #visual-design

A bubble popper (semantic assertions)

Here, inspired by the bubble-popping metaphor as much as by Popper himself, we propose a way in which research articles can become partially or wholly…

A Bubble Popper : Nature Genetics : Nature Research #experiments #constructs #hypothesis #process

A principle of intellectual integrity

Identify all of the assumptions upon which you base your theoretical commitments, then state these assumptions as clearly as possible, and finally examine…

Beyond Zero and One (Andrew Smart) #assumption #thinking #technology #brain

Added value as semantic distance across citations

Our hypothesis states that the added value of publication p can be estimated based on the semantic distance from the publications cited by p to the…

A New Semantic Similarity Based Measure For Assessing Research Publication’s Contribution #publications #hypothesis #values #distance