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We Should All Be Interested in Ethical Questions Related to AI

by Miikka Paakkinen

This post is the second of a two-part blog series on design topics related to artificial intelligence (AI) and robotics. Click here to read part one on trust.

Note: I will not go deeper in to explaining the concepts of AI and robotics in this post. For a summary on the technologies and the differences between them, check out this excellent article on Medium.com: https://medium.com/@thersa/what-is-the-difference-between-ai-robotics-d93715b4ba7f


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A modern organisation chart? From Work Up! x HDW: AI and Ethics

 

New artificial intelligence solutions are popping up everywhere, including the public sector. The amount of available data and constantly increasing computing power make it possible for algorithms to take on more and more complex tasks.

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7 Things to Consider When Designing for Trust in AI and Robotics

by Miikka Paakkinen

This post belongs to a two-part blog series on design topics related to artificial intelligence (AI) and robotics. You can read part two on ethics by clicking here.

Note: I will not go deeper in to explaining the concepts of AI and robotics in this post. For a summary on the technologies and the differences between them, check out this excellent article on Medium.com: https://medium.com/@thersa/what-is-the-difference-between-ai-robotics-d93715b4ba7f


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Photo by Franck V. on Unsplash

 

Will artificial intelligence take our jobs and make us useless? Can we trust the robots? The public discussion around these emerging technologies often seems to paint a negative, even dystopian picture of the future. When it comes to disruptive technological change, this is nothing new though. Lack of information or transparency usually leads to fear instead of trust towards the technology. But can we tackle this issue of trust with design?

 

Last week I attended a Helsinki Design Week seminar called “Future Talks”. It was organized by Future Specialists Helsinki and featured four keynote speeches loosely related to designing for trust in future services. Inspired by the event, I decided to write this blog post and dig a little deeper on the theme of trust in AI and robotics.

 

Why is trust important?

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Ilkka Halava at Future Talks

 

If users don’t trust a service, they will not use it unless it’s absolutely necessary. This is obvious, but all the more important to acknowledge in the age of extreme competition and easy availability of information and alternatives. As futures researcher Ilkka Halava put it in his keynote at “Future Talks”, digitalization is a massive power shift from systems to humans. Bad and untrustworthy services will quickly become obsolete because they can easily be bypassed.

 

When creating services based on new technologies that users might not fully comprehend, such as AI or robotics, it’s especially important to gain trust for the service to succeed and provide value.

 

The question then seems to be – how can we design trust?

 

7 things to consider

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Olli Ohls at Future Talks

 

To answer that question, we need to understand the core elements that foster trust towards such technologies.

 

At “Future Talks”, Olli Ohls (Robotics Lead at Futurice) talked about key points on research results regarding what creates trust in the field of social robotics.

 

Similar results could be noted in Innovation Management Professor Ellen Enkel’s 2017 Harvard Business Review research article related to trust in AI-based technologies (which you can read here: https://hbr.org/2017/04/to-get-consumers-to-trust-ai-show-them-its-benefits).

 

Based on Ohls’s speech and Enkel’s article, I compiled a summary of seven things to consider when designing for trust in AI and robotics:

 

  1. Transparency – when the purpose and intention of the AI or robot is clear, and the underlying logic is understood by the user, it is much more likely to be trusted. A major positive impact was noticed in robotics when a robot was able to verbally explain its purpose to a user, as pointed out by Ohls. The development process behind the technology should also be transparent.
  2. Compatibility – the technology obviously needs to match with the problem it’s trying to solve. It’s also important to consider how users feel how it matches with their values and guides them towards their goals.
  3. Usability – the more intuitive and easier the innovation is to use, the better the chance of creating trust. Additionally, users should be able get a basic understanding of how the technology in question works, what its limitations are, and how one should work with it. As a crude comparison: it’s hard to start driving a truck if you don’t understand the basics of what automobiles do.
  4. Trialability – when users can test the solution before actual implementation, perceived risk is reduced. A trial can be conducted, for example, via a prototype.
  5. Performance – seeing an AI or a robot make a small mistake here or there won’t likely hinder our trust toward it, but constantly underperforming will. Expectation management is important here – users need to know what the technology is supposed to achieve and how it should do it.
  6. Security – the technology should be perceived to be safe to use from both a physical and a data security viewpoint.
  7. Control vs. autonomy – it’s important to understand the context and the purpose of the technology and find the suitable level of automation. Ask the question: should we lean towards the technology making the decisions, or the technology assisting a human in making decisions?

 

Takeaways and thoughts

 

AI and robotics are still very new to most people and the concepts might seem intimidating. To use the technologies to create real value, we need to design services around them that are trustworthy for their users and for the society at large. Keeping the points above in mind during your service design project could be a good start in working towards that trust.

 

The author Miikka Paakkinen is an MBA student in Service Innovation and Design with a background in business management and information technology.

 


 

What do you think of the list? Could your experiences regarding trust in services be translated to AI or robotics? Please share your thoughts below!

 

From nobody to creative designer

One Friday morning 28 students from different backgrounds sat down in a classroom at Laurea. At least as I know, majority of these people, had no or just little experience on designing, rather the opposite. The journey from nobody to be a designer had begun.

For long we have lived in a world where we have categorized people to either be creative or not.  As Tom and David Kelley state in their book Creative Coffidence, creative people were considered to be artists, architects, designers etc. Others should stay in their tightly described boxes and at least stay as far away from marketing or product development as possible. Tom and David call this “The creative myth”, which we, brave new students, were about to break.

As the world is changing into more and more complex, we need more creativity and ideas. Traditional way of creating things is just not enough anymore. Our lecturer Katja Tscimmel well pointed out; “just look around in your everyday living. Is there anyone more creative than a mon trying to get the kicking kid into kindergarten. Or have you ever realized how many variations of food you can make from yesterday’s leftovers.” How could we harness this everyday creativity to serve a bigger purpose?  The key is in mindset change.IMG_4140

Tim Brown stated already 2008 in Harvard Business Reviews article, that by changing the way we think, we can transform the way the business and the world is developed.  Creativity in business context is group work. Its taking advantage of peoples’ different experiences and outlooks on life and turning it into new innovative combinations of services, products or strategies.  Thinking an ideating together, testing new ideas and being able to think outside the given box is in the core of coming up with new ideas and innovations.

As we, new students at Laurea, were given our first task to innovate new student services, I was sceptic. Would we ever come up with any ideas or anything we would ever dear to show someone else? By letting go of the need for control or knowing the end results before even starting the work and just trusting the process, we dived into a fun, inspiring and in the end very creative group work.

Tim Brown listed some personality features needed to be design thinker and this how those showed in our case. We had to let go of our deep beliefs and step into the end users’ shoes. “What are the problems exchange student face?” Empathy combined with ability to use integrative thinking was critical. The use of “what if”, “How Could we” and “furthermore” took us forward in your thinking and in your ideation process. We had to stay optimistic and experiment things, as the clock was ticking. If it didn’t work, fail fast, take the next idea and be willing to start over if needed.

In the end of very inspiring two days we had internalized the design thinking idea, tested many creative DT tools and  created several new services to improve exchange students stay in Finland. Pretty well from “nobodies”   😉

Motive based profiling in Service Design by Kuudes

Juha-Pekka Ahvenainen, Markus Alavaikko

We participated design breakfast arranged by Kuudes. According to their web pages Kuudes is Nordic insight, strategy and design agency. They have been doing motive based profiling of the customers for over ten years and they have published their latest studies last year. Kuudes has found eight different Finnish customer profiles based on different motivations. You can see those from the picture below.

 

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Source: http://theinformedconsumer.fi/finnish-study/

 

Different kind of profiles appreciate different kind of things. This comes close to different kinds of values of life. Profiles also get irritated about different things. They are categorized to x and y axis according to conservation vs. openess to change and according to being selfish or selfless. From the web-pages of the study you can find more detailed information about different profiles. There are insight about profile´s behaviour and demographic details. Moodboards and checklist are also used to visualize the profile.

 

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Picture: moodboard of the dreamer

 

You can also find videos from the web-pages that show you how different profiles choose their daily foods. There can be found many kinds of opinions which foods are healthy and which are not. Different profiles adopt services in different stages as you can see from the picture below.

 

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We found these studies very interesting, but what we can do with all the information and data about these eight profiles? We think service designers can really use this data to design personalised services and products for different profiles. Or at least we can use these ground surveys as a stepping stones to our own service design projects. Kuudes has done very nice work and their work encourages us as service design students to dig deeply those human insights, motivation and values in our own projects.

 

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Last but not least here are some guidelines how to do your own motive based profiles, shared by Kuudes.

  • Profiling must be done and seen as big picture because different profiles are related to eachother.
  • Profiles have to be based on deep customer insight: motives and values.
  • Clarify organisation´s inner needs
  • Clarify who are going to use profiles
  • Final results should be easily available to all members of the organisation
  • Profiles should be visual and inspiring
  • Co-creation in organisation supports implementing
  • You have to also understand the future, on which direction things are going in crucial fields

“Memorable experiences, meaningful life”. But what is an experience, exactly?

Aalto Experience platform fosters and promotes a multi-disciplinary approach to understanding and designing for experiences by combining scientific, artistic, business, and technological angles to human experiences.”

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13th February marked the day of the Aalto Experience Platform Kick-off. With the mission of making Aalto University a world leader in multidisciplinary experience research, Experience Platform is an open community for experience research. Besides a brief introduction on the platform itself and networking, the kick-off offered insights on some of the multifaceted approaches to experience research by presentations on User Experience, Citizen Experience, and Consumer Experience.

What is an experience?

In their opening intro session Markus Ahola (Project Manager, Aalto University) and Virpi Roto (Professor in Experience Design, Aalto University) started head-on by addressing the not-so-simple question of What is an experience. Not surprisingly there was no conclusive answer but a mixture of responses and definitions by the multidisciplinary Experience Platform academic board members – each of them giving a different perspective to demonstrate the complexity of the question on a video that was shown.

A general trend behind the research and the Experience Platform seemed to be the growing investments (not only monetary) in experiences while material possessions are being less and less valued. Through my human-centered and soft-value-focused glasses the slogan of the platform “Memorable experiences, meaningful life” seemed like a breath of fresh air in the often cold and money-focused world of ours. On a practical side, it was also interesting and inspiring to hear that the platform will have a physical, multidisciplinary working space after the summer.

Hannu Seristö, Vice President External relations at Aalto University also gave a short speech about human-centricity being needed not only in business but also in the public sector while pointing out that humans have not exactly been in center of business traditionally. However, times are changing, and with that feelings and experience, and particularly ease of buying, continue to be increasingly important.

Who do we design for?

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With that it was time for Kristina Höök, Professor in interaction design at KTH Sweden to step on stage for her presentation on User Experience – designing with aesthetics through bodily and emotional engagements. Her presentation content and style was exactly what the Experience Platform introduction highlighted in their operation in general: human, brave, and crazy. At times provocative (and in my opinion, in a good way: keeping the audience interested, trying to shake us a little and question our own beliefs), her presentation gave plenty of examples on the importance of movement and of understanding oneself first in order to design for a (separate) end-user. Movement was not a focus in design I had previously, in all honesty, thought about too much – except for e.g. potential limitations in one’s moving that might affect a service perhaps. But following the presentation it made sense and I found myself reflecting on many thought-provoking parts of the presentation.

From the service designer point of view one of the most memorable parts of Kristina’s presentation was the statement “you can’t design for someone else if you don’t know how it is or how it feels yourself”. This statement at first sounded to me almost as the total opposite of empathy and putting oneself in the other one’s (=end-user’s) shoes – traditionally one of service design’s main guidelines! And that made me think: fine, if one is naturally emphatic and would consider the other and their needs, wishes etc. naturally anyway, but what if the designer is a selfish one with no regard of other points of views than their own? However, throughout the rest of the presentation the point became clearer and actually was very close to, not the opposite of, empathy: using oneself as the end-user, researcher, designer at the same time, but through empathy and compassion. Perhaps for a more traditionally scientific research field this could be provocative in a totally different way, as one of Kristina’s main points was “research through design” – not having research done separately and in isolation, then followed by design based on the results. Another interesting point was the interest in designing things that are not only reading your emotions but create technology to make people experience new things about themselves and their body – not just things like like facial recognition or counting your steps. In hindsight this had a nice connection also to the following presentation from Anne Stenros, Chief Design Officer at City of Helsinki, who also spoke about the shift from high-tech to human-tech. Add a Feldenkreis video with a baby and a sitting bone exercise and you’ve got the most interactive and perhaps memorable presentation of the kick-off.

Citizen Experience – From Audience to Actor

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Next up was then Anne Stenros from City of Helsinki. Her presentation was around citizen experience and in particular the shift from audience to actor: city-users becoming city-makers. Her quirky and well-spoken style was a hit in my opinion, with her topic being both fascinating and well-presented. She went through some current trends and emerging signals of the city universe and the citizen experience, with a note of human-centricity visible in each scenario. This presentation too arose many thoughts and reflection as well as shared practical examples of some of the trends already visible in the city design today. Personally I was a little relieved to hear that the era of “Smart city” was about to transform to “Responsive city” – reinforcing the previous presenter’s point in the shift from high-tech to human-tech. According to Anne, the shift was about responding to needs of citizens rather than optimizing technology for users.

A brief look into the trends in consumer experience

Lastly, Eric Arnould, Professor in Marketing in Aalto University gave a presentation about consumer experience based on the perspective of theory. Some of this was familiar from the service design studies but it was a good recap nevertheless. A groundbreaking thought in 1982, consumption not being about making rational choices but about “fantasies, feelings & fun”, was a good reminder on how things have indeed changed from consumption being seen as a purely economic exchange like it had been by marketing thus far. The presentation discussed some perspectives on defining ‘experience’, for example highlighting the narrative, material, social and political aspects and on the other hand the cultural, situated and relational nature of experiences. In the end though for me the thing that made me think the most was actually in the Q&A session after the presentation, when an attendee asked Eric about his thoughts on the “new work” and new work spaces. “Consumerification of work”, aka new work spaces that look like leisure-time or consumer space, was a concept that I would like to continue to ponder on also after the event.

Topped with circus performances, demos and some snacks, the event was a wonderful experience. Now we just have to figure out how to define ‘experience’…

The author Kaisla Saastamoinen is a Service Design Masters student with a passion for human-centric design, co-creation, and coffee.

Digital trends: Will 2018 be the year of Virtual reality?

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Is 2018 going to be the year of Virtual Reality? Jeremy Dalton, the Virtual Reality and Augmented Reality Lead for PWC, wants to believe, but doesn’t think the public is ready yet.

Last week I attended a series of lectures in London about Virtual Reality (VR) and Augmented Reality (VR) and how companies are using them at the moment and in the future to develop their services. The key speakers were Jeremy Dalton (Virtual Reality and Augmented Reality Lead for PQC) and Sylvain Reiter (Cyber-Duck).

How are Virtual and Augmented Reality being used?

According to Dalton and Reiter, Virtual and Augmented Reality are quickly becoming effectives way of offering unbelievable customer experiences, but also for companies to develop their services. The speakers talked about many how VR and AR are being used by companies from the auto industry to journalism and movies. Brands like IKEA, Barclays, Star Wars and Volvo are already using them in creative and experimental ways.

Virtual and Augmented Reality elements are being used in production line testing and to drive consumer sales, for example with mobile apps that let users put furniture in the own homes in the right scare or in real estate projects for visualization of not yet built houses. However in the USA Walmart is also using Virtual Reality for training purposes by giving their employees the possibility to learn in real life situations, and a UK based company used it in high court to illustrate how a traffic accident had occurred.

Virtual and Augmented reality can also be a force for social change. In the UK it is used to fight racial biases by making the user by giving them a change to experience bodyswapping or dealing with people from different countries. Virtual reality has also been called “The Great Empathy Machine“. United Nations has used it to put people in the shoes of immigrants for them to understand their experiences in a completely new way.

Taking VR and AR to the next level?

Even with all the new VR and AR experiences the public is receiving from different players in the field, the speakers reminded us that there are still many barriers for people adapting this new technology. At the moment they list four main areas for further development.

  1. The Cost

According to the speakers at the moment there are three different ways of users getting the VR and AR experience: home based technology, VR headset units such as Oculus Go and portable smartphone based technology. Dalton and Reiter however believe that the cost of using and developing VR and AR needs to be brought down. The technology is complex and in order to receive a high quality VR experience one must have a high quality headset, which is still expensive.

  1. The User experience

At the moment the speakers feel that the user experience hasn’t been optimized in terms of the technical delivery.  Especially with Virtual Reality, the technology is still complicated to use, when is should be easy and intuitive. Moving in the virtual world doesn’t always work in the best possible way, and in order to get a high quality optical experience, one might need a large and heavy headset.

  1. Content

Since VR and AR are still new technologies, there is a limited amount of good content out there. Companies are developing more and creating new experiences, but lack of user base means lack of content which doesn’t drive commercial sales. This leads to companies not adapting this technology in the services.

  1. Education

Adapting to new technologies takes time. According to the speakers, even though Virtual and Augmented Reality have been around as concepts for years (you might have seen it in Star Trek when you were younger), it was 2012 when they really began to catch on. However, there are still many misconception and misunderstandings about the technologies. People might think VR is only for gamers, or that in order to enjoy AR you need expensive smartphones and other technology. This is why most of the public hasn’t really had a high quality experience with these technologies yet, and educating people about the wonders of VR and AR is the next step that needs to be taken.

So do the speakers think that the year 2018 will be the year Virtual Reality and Augmented Reality really become a huge trend? The less expensive and more easily adaptable AR is already being utilized by more and more companies, but Dalton still believes that the public might not be ready for Virtual Reality yet. Give it a few more years, he says…

Written by;
Leena Salo
SID student

Next era of well-being

Since it was founded 50 years ago, Sitra has been a futures house and they have just updated their megatrends report from a Nordic viewpoint. As Finland’s celebrating its 100 year anniversary Sitra wanted to highlight the megatrends affecting work, democracy and inclusion, and growth and progress that are relevant to the Nordic model as all of these  themes are specifically at the core of the Nordic model’s future. Elina Kiiski-Kataja from Sitra presented these for the Futures Specialist Helsinki group on 4th of December. Here’s my recap of the event – thank you Minna Koskelo & Futures Specialist Helsinki for making this possible and Elina for having us and offering an insightful morning.

What’s the new normal for work?

The first inspected megatrend was about the future of work – what’s the new normal? What’s the role of technology and humans versus robots? Most people are still working in steady paid jobs at this moment but what about in 2040? Sitra states in their updated megatrend report that there are 2 possible scenarios:

  1. Work changes but there is plenty for all
  2. Only a few people have work and even fewer benefit from the results

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The change forces behind this scenario are described in the above slide on the left hand side – automation, robotisation, artificial intelligence and digital platforms are changing all areas of work.

So what can we do? We need new models for life long learning to keep people from dropping off from the work force. Our old model getting educated while you’re in your twenties will not work anymore. And on income distribution – do we aim for more or less equality in our society? The basic income model is just being tested in Finland. The Institute of the Future in California is researching  a universal livelihood model and sees this from the viewpoint of capital and assets, not just work income. Should there be passports to school, healthcare etc. ? If we do not find models to help in this change the price to pay is increasing unrest and upheaveals in our society.

How is democracy doing?

We are no longer members of political parties, just 3% of us belong to a party. There has been a significant change is the culture of communication and discussion – the development of tech and globalization can have a major disruptive influence on the democratic system says Sitra. Everything is connected – well-being, education, trust, economy.

Increase in participation to general discussion can provide a counter power to globalization. Power is in the hands of few people but we can all have an effect on the quality of democracy. In the light of research the people who are participating (voting and getting their voice heard) are more well off than the ones not participating. But even in the US half of the people didn’t vote in the presidential elections – is democracy getting broken? Sanna Aaltonen from the Youth Research Foundation says that social infrastructure has not been built as the focus has been on technology. She also asks where will the trust in future encounters be built. Everything is connected – well-being, education, trust, economy.

The two scenarios for democracy (see slide below) are:

  1. Transparency, innovativeness and inclusion will flourish in democracies
  2. Power concentrates in the hands of the few and exclusion and disruption will increase

A strong local democracy and global decision-making are needed for scenario 1 to happen – to build a common, not divided, future. We need people who want to save the world and combine scientists and decision-makers to find solutions to the wicked problems. As well as lovable technology that understands humans and our behavior and leaves space for humans.  We need to go where people are, not just build new channels. And note the importance of communication and data as in spring 2018 the new data law will widen the gap between US and EU. In SDN conference in Madrid in 2017 it was discussed that service design is one of the enablers for building a bridge between senior citizens, refugees and tech.

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What are we aiming for – economic growth or well-being?

Economic growth based on overconsumption of natural resources is not sustainable. The economy is at crossroads and the two scenarios offered on this are:

  1. Will we seek growth by using all the means available and risk ruining our planet  and wither away OR
  2. Aim for well-being and manage to decouple economic growth and overuse of natural resources resulting in growing well-being even faster than economy

What makes you feel better, what increases your well-being? And can you and I change our values and get from talk to walk as the world changes?

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“Renewal starts with us, people. Even though the megatrends shaping the world extend all the way to Finland, the future is still largely in our own hands – if that is what we decide,” says Mikko Kosonen, head of Sitra. Trends offer a road to development and renewal as Minna Koskelo commented.

The future of the Nordic model is dependent on our reaction to the above presented 3 megatrends.

Link to Sitra’s presentation can be found here Sitra megatrends 2017