Evolving Useful Objects

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+ David Orban 3 years ago
Yes, Amit, I am working on the mp3 now, and should be ready in a day or so. Make sure to let me know if you like it when ready.
+ Amit Ranjan 3 years ago
any chance you could turn this into a slidecast...the slides look interesting but a voice over for this would be great
+ David Orban 3 years ago
For several years now the online world—including the traditional web—has achieved a great speed of change in proposing a series of more and more valuable functionalities for managing personal and professional relationships, and groups.

Instead of concentrating on a single solution, if we look at the set of possible competing social networks, we realize that they compete for our attention, and it is the varying degree of our attention that makes them successful, not only through the data we provide to them daily.

The same is true in online worlds, with the added value of built-in interaction and creativity.
+ David Orban 3 years ago
We can take advantage of the natural desire of Second Life communities for interaction, and creativity, seeding them with objects, which communicate their usage levels to a database, similarly to web pages communicating their visitor data via weblogs.

Different groups receive variations on the objects, which then have to prove themselves, to survive to the next generation, by showing to be useful.

Variations can be relative to shape, size, color, movement of components, means of interaction. The source of variation can be, depending on the nature of the parameter, a table of preset values, or, in case we want to change the functionalities of the objects as well, sets of algorithms.

The definition of usefulness, our utility function, must also adapt to the nature of the object, to the realistic expectations of how, when, and how frequently a given object is used. This function is also not necessarily linear, since the specific community’s adoption of the object, or even its dependency on it can change.

Taking the best performing variations, and providing further changes in the successive cycle of seeding takes the entire process one step ahead, towards the goal of maximizing the utility function.

Let’s see a couple of examples, of objects being evolved on Vulcano!
+ David Orban 3 years ago
One of the most popular activities in Second Life is communication itself (of several kinds), so taking this activity as the subject of our experiments is natural.

The button bar for meetings enables a participant as she listens to a speaker to show agreement, disagreement, not understanding, or asking to talk, via balloons over her head which are visible to all participants. The speaker’s adaptation to these visual clues, changes the audience’s reactions, and all of this is recorded, to make sure that better speakers have the chance to talk. At the end of the meeting a transcript, similar to the original soundtrack of chemical films, is available, only this time the symbols track the level of understanding among the participants, and let the group pinpoint problem areas in the collaboration.

The 3d mind maps are an analogue of traditional bidimentional mind mapping software, and let a group collaborate through complex concept visualizations, where nodes, links, colors, shapes, all represent meaning, and where the various participants enrich their understanding of the subject matter through the common work of shaping the 3d mind map.

In both cases the variations in the objects’s nature and behavior can be analyzed, having a positive or negative impact on their use. In the case of the button bar, the frequency of the use of the visual clues during a meeting can be chosen as a value we want to maximize. In the case of the 3d mind map, not only the size of the map, but at what level of collaboration it has been designed, how eagerly the people part of the group intervene to add parts to the map themselves.

These are naturally just two examples of the evolutionary approach, where much more further research is needed...
+ David Orban 3 years ago
There are several areas where we need to go further:

We want to properly map, and classify object categories, to better understand what are the indicators that make them a suitable starting point for the evolutionary approach. If possible, encompass further and further categories, via changing our methods themselves.

Make sure that we do not bias our evolutionary trees because of the relatively small sample size we work with today, of a few dozen participants, but by virally propagating objects that are attractive in form and function to start with, we can learn from a larger statistical pool.

We need a better understanding of how to automatically link the changes in the form of the objects to functional algorithmic changes. Since we are today restricting ourselves to objects that are useable at human scales, and via well known methods of interaction, this limits the freedoms of expression in object shape of the eventually emerging algorithms.

The approach must remain scalable as more object classes participate, and we need to keep an eye open for eventual emergent properties, which repeatedly show up accross the classes.

So we have a lot on our hands, but there is also a farther our vision...
+ David Orban 3 years ago
Could it be true that, once we set the threshold of our utility function high enough, and we carefully choose our object classes, that we could find communities that deem them to be so useful that they would not be able to be effective without?

Can a given evolved object be then turned into its physical equivalent?
The technology of 3d printers for personal fabrication is rapidly emerging, with dozens of firms working on solutions, quickly approaching consumer prices, and enabling the physical creation of ever more complex objects.

What would be the advantages of our evolutionary approach to the production of physical goods?
We would be able and actually eliminate many of the inefficiencies that I mentioned at the beginning, when I described the limits of the industrial mass production system. Ideas would start to be tested, on vastly larger groups than the focus groups of today, in numbers that are unaffordable now. Production would not start, unless an object has proven itself not only useful, but actually invaluable, and it would be produced at the people that would want, and need them, eliminating the costs of transportation in the meantime.

The perspectives of a similar system to emerge can be several years, but as the consumer classes of China and India emerge, and aim to achieve the levels of consumption and material wealth of the Western societies of today, the resources of the planet are not enough to sustain a wasteful process!

The communities that will form around the needs, and creative experimentation of groups formerly called consumers, are going to be enthusiastic, and energetic, similarly to today’s bloggers documenting the unpacking of the latest gadget,, but on a much more effective level. The co-design of products will blur further the distinction between producers and consumers, and the universal access to the creations will add considerable welth to our societies!
+ David Orban 3 years ago
Alongside the original approach of software production, perceived by many to be as much an art as an engineering effort, in the past several years a new method of solution development has emerged: genetic programming.

Computationally very intensive, while originally introduced already in the ’50s, it is only since the ’90s that genetic programming has become feasible, and started to produce either original solutions to the stated problems, or actually independently re-discovered patented inventions.

It is also possible to imagine evolutionary approaches to the design of genetic programming systems themselves, which lead to an interesting theoretical explosion of recursive improvement: but that is the subject of an other of my favorite talks... the Technological Singularity! :)
+ David Orban 3 years ago
We have been fascinated by the three dimensional nature of Second Life, and other online worlds, and the integrated development environments it offers (as much as we would like them to be more productive, and better integrated with other tools we use).

But, as we have seen from the reports of the press lamenting the desert-like nature of too many places in-world, the main value of the online world resides in the communities that form, which in turn are precious because of the interaction they offer, and the creativity they unleash.

What we also know, is that within Second Life every object created is connected to the internet, per definition. If it were not so, we would not even see it! This is the opposite of the physical world, where our desire of connecting every object is a long and difficult task, which will take several years, or decades to be realized.

So, let’s now put it all together!
+ David Orban 3 years ago
Alongside the original approach of software production, perceived by many to be as much an art as an engineering effort, in the past several years a new method of solution development has emerged: genetic programming.

Computationally very intensive, while originally introduced already in the ’50s, it is only since the ’90s that genetic programming has become feasible, and started to produce either original solutions to the stated problems, or actually independently re-discovered patented inventions.

It is also possible to imagine evolutionary approaches to the design of genetic programming systems themselves, which lead to an interesting theoretical explosion of recursive improvement: but that is the subject of an other of my favorite talks... the Technological Singularity! :)

So let’s see instead the third component of our system, the social spaces...

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Benvenuti al seminario sui mondi on-line

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Evolving Useful Objects - Presentation Transcript

Evolving Useful Objects An Evolutionary Approach to Maximizing Object Utility
What are we going to talk about?
- Design spaces
- Objects
- Algorithms
- Communities
- Recursive analysis
Objective of the presentation
- The social spaces of Second Life thrive through object design and interaction.
- Carefully chosen object categories can usefully evolve through genetic algorithms, and user interaction analysis.
- Open questions remain on how far the approach can go.
Industrial design and production
- Ideas lead to models, to prototypes
- Small focus groups precede mass production
- Stock levels are guesswork
- Inefficiency and waste at every stage
Genetic algorithms evolve
- Bottom up approach
- Automated seeding and testing
- Dead branches don't matter
- Goal emerges through constraints
Social spaces gain center stage
- Web based solutions compete
- Searching through the solution space
- Using the resources of our time and voluntary efforts
- Value in emerging properties
Native creativity in Online Worlds
- Residents interact and experiment
- Communities are vital if they are interactive
- Every object is internet connected ...and now let's put it all together...
Object evolution in Second Life
- Seed different groups with variants of objects
- Measure usage levels, as indicators of satisfaction
- Cull, and Repeat!
- Replication, Variation, Selection = Evolution
Examples: button bar, 3D mind map
- Clarification
- Moderation
- Semantic Tracking
Further research
- Finding ample classes of objects
- Enlarging sample communities
- Integrating functional change
- Assuring scalability ...and now a big jump...
Personal fabrication via 3D printers
- Setting a threshold in the utility function
- Producing just valuable objects
- Consumers become co-designers
- Reduce inefficiency and waste
- Save the world!
Contact information
- David Orban
- [email_address]
- www.davidorban.com
- Davidorban Agnon
- Vulcano
- Second Life
Sources and thanks
- Thanks to:
- Gianni Degli Antoni
- Linden Lab
- CMP Life 2.0
- Wikipedia
- Google
- flickr
- Images:
- 'star_trooper'
- 'Stig Nygaard'
- 'Gaetan Lee'
- 'wili_hybrid'
- 'ssh'
- 'chuckp'
- 'oskay'
- fabathome
- 'extranoise'
- 'DanielKHC'
- 'who.int'
- 'ladigue_99'
- 'jurvetson'