May 2021

How AI and Faith Communities Can Empower Climate Resilience in Cities

AI technologies continue to empower humanity for good. In a previous blog, we explored how AI was empowering government agencies to fight deforestation in the Amazon. In this blog, we discuss the role AI is playing to build climate resilience in cities. We will also look at how faith communities can use AI-enabled microgrids to serve communities hit by climate disassters.

A Changing Climate Puts Cities in Harm way.

I recently listened to an insightful Technopolis podcast on how cities are preparing for an increased incidence of natural disasters. The episode discussed manifold ways city leaders are using technology to prepare, predict and mitigate the impact of climate events. This is a complex challenge that requires a combination of good governance, technological tools, and planning to tackle.

Climate resilience is not just about decreasing carbon footprint, it is also about preparing for the increased incidence of extreme weather. Whether there are fires in California, Tifoons in East Asia, or severe droughts in Northern Africa, the planet is in for a bumpy ride in the coming decades. They will also exacerbate existing problems such as air pollution, water scarcity and heat diseases in urban areas. Governments and civic society groups need to start bracing for this reality by taking bold preventive steps in the present.

Cities illustrate the costs of delaying action on climate change by enshrining resource-intensive infrastructure and behaviors. The choices cities make today will determine their ability to handle climate change and reap the benefits of resource-efficient growth. Currently, 51% of the world’s population lives in cities and within a generation, an estimated two-thirds of the world’s population will live in cities. Hence, addressing cities’ vulnerabilities will be crucial for human life on the planet.

Photo by Karim MANJRA on Unsplash

AI and Climate Resilience

AI is a powerful tool to build climate resilience. We can use it to understand our current reality better, predict future weather events, create new products and services, and minimize human impact. By doing so, we can not only save and improve lives but also create a healthier world while also making the economy more efficient.

Deep learning, for example, enables better predictions and estimates of climate change than ever before. This information can be used to identify major vulnerabilities and risk zones. For example, in the case of fires, better prediction can not only identify risk areas but also help understand how it will spread in those areas. As you can imagine, predicting the trajectory of a fire is a complex task that involves a plethora of variables related to wind, vegetation, humidity, and other factors

The Gifts of Satellite Imagery

Another crucial area in that AI is becoming essential is satellite imagery. Research led by Google, the Mila Institute and the German Aerospace Center harness AI to develop and make sense of extensive datasets on Earth. This in turn empowers us to better understand climate change from a global perspective and to act accordingly.

Combining integrated global imagery with sophisticated modeling capabilities gives communities at risk precious advance warning to prepare. Governments can work with citizens living in these areas to strengthen their ability to mitigate extreme climate impacts. This will become particularly salient in coastal communities that should see their shores recede in the coming decades.

This is just one example of how AI can play a prominent role in climate resilience. A recent paper titled “Tackling Climate Change with Machine Learning,” revealed 13 areas where ML can be developed. They include but are not limited to energy consumption, CO2 removal, education, solar energy, engineering, and finance. Opportunities in these areas include the creation of new low-carbon materials, better monitoring of deforestation, and cleaner transport.

Microgrids and Faith Communities

If climate change is the defining test of our generation, then technology alone will not be enough. As much as AI can help find solutions, the threat calls for collective action at unprecedented levels. This is both a challenge and an opportunity for faith communities seeking to re-imagine a future where their relevance surpasses the confines of their pews.

Thankfully, faith communities already play a crucial role in disaster relief. Their buildings often double as shelter and service centers when calamity strikes. Yet, if climate-related events will become more frequent, these institutions must expand their range of services offered to affected populations.

An example of that is in the creation of AI-managed microgrids. They are small, easily controllable electricity systems consisting of one or more generating units connected to nearby users and operated locally. Microgrids contain all the elements of a complex energy system, but because they maintain a balance between production and consumption, they operate independently of the grid. These systems work well with renewable energy sources further decreasing our reliance on fossil fuels

When climate disaster strikes, one of the first things to go is electricity. What if houses of worship, equipped with microgrids, become the places to go for those out of power? When the grid fails, houses of worship could become the lifeline for a neighborhood helping impacted populations communicate with family, charge their phones, and find shelter from cold nights. Furthermore, they could sell their excess energy units in the market finding new sources of funding for their spiritual mission.

Microgrids in churches, synagogues, and mosques – that’s an idea the world can believe in. It is also a great step towards climate resilience.

Klara and the Sun: Robotic Redemption for a Dystopian World

In the previous blog, we discussed how Klara, the AI and the main character of Kazuo Ishiguro’s latest novel, develops a religious devotion to the Sun. In the second and final installment of this book review, I explore how Klara impacts the people around her. Klara and the Sun, shows how they become better humans for interacting with her in a dystopian world.

Photo by Randy Jacob on Unsplash

Gene Inequality

Because humans are only supporting characters in this novel, we only learn about their world later in the book. The author does not give out a year but places that story in a near future. Society is sharply divided along with class and racial lines. Gene editing has become a reality and now parents can opt to have children born with the traits that will help them succeed in life.

This stark choice does not only affect the family’s fate but re-orients the way society allocates opportunities. Colleges no longer accept average kids meaning that a natural birth path puts a child at a disadvantage. Yet, this choice comes at a cost. Experimenting with genes also means a higher mortality rate for children and adolescents. That is the case for the family that purchases Klara, they have lost their first daughter and now their second one is sick.

These gene-edited children receive special education in their home remotely by specialized tutors. This turned out to be an ironic trait in a pandemic year where most children in the world learned through Zoom. They socialize through prearranged gatherings in homes. Those that are well-to-do live in gated communities, supposedly because the world had become unsafe. This is just one of the many aspects of the dystopian world of Klara and the Sun.

Photo by Andy Kelly on Unsplash

AI Companionship and Remembrance

A secondary plot-line in the novel is the relationship between the teenage Josie, Klara’s owner, and her friend Rick who is not gene-edited. The teens are coming of age in this tumultuous period where the viability of their relationship is in question. The adults discuss whether they should even be together in a society that delineates separate paths assigned at birth. One has a safe passage into college and stable jobs while the other is shut out from opportunity by the sheer fact their parents did not interfere with nature.

In this world, droids are common companions to wealthy children. Since many don’t go to school anymore, the droid plays the role of nanny, friend, guardian, and at times tutor. Even so, there is resistance to them in the public square where resentful segments of society see their presence with contempt. They represent a symbol of status for the affluent and a menace to the working class. Even so, their owners often treat them as merchandise. At best they were seen as servants and at worse as disposable toys that could be tossed around for amusement.

The novel also hints at the use of AI to extend the life of loved ones. AI remembrance, shall we say. That is, programming AI droids to take the place of a diseased human. This seems like a natural complement in a world where parents have no guarantee that their gene-edited children will live to adulthood. For some, the AI companion could live out the years their children were denied.

Klara The Therapist

In the world described above, the AF (artificial friend) plays a pivotal role in family life not just for the children that they accompany but also for the parents. In effect, because of her robotic impartiality, Klara serves as a safe confidant to Josie, Rick, her mother, and her dad. The novel includes intimate one-on-one conversations where Klara offers a fresh take on their troubles. Her gentle and unpretentious perspective prods them to do what is right even when it is hard. In this way, she also plays a moral role, reminding humans of their best instincts.

Yet, humans are not the only ones impacted. Klara also grows and matures through her interaction with them. Navigating the tensions, joys, and sorrows of human relationships, she uncovers the many layers of human emotion. Though lacking tear ducts and a beating heart, she is not a prisoner to detached rationality. She suffers with the pain of the humans around her, she cares deeply about their well-being and she is willing to sacrifice her own future to ensure they have one. In short, she is programmed to serve them not as a dutiful pet but as a caring friend. In doing so, she embodies the best of human empathy.

The reader joins Klara in her path to maturity and it is a delightful ride. As she observes and learns about the people around her, the human readers get a mirror to themselves. We see our struggles, our pettiness, our hopes and expectations reflected in this rich story. For the ones that read with an open heart, the book also offers an opportunity for transformation and growth.

Final Reflections

In an insightful series of 4 blogs, Dr. Dorabantu argues that future general AI will be hyper-rational forcing us to re-imagine the essence of who we are. Yet, Ishiguro presents an alternative hypothesis. What if instead, AI technology led to the development of empathetic servant companions? Could a machine express both rational and emotional intelligence?

Emotionally intelligent AI would help us redefine the image of God not by contrast but by reinforcement. That is, instead of simply demonstrating our limitations in rationality it could expand our potential for empathy. The novel shows how AI can act as a therapist or spiritual guide. Through empathetic dialogue, they can help us find the best of our moral senses. In short, it can help us love better.

Finally, the book raises important ethical questions about gene editing’s promises and dangers. What would it look like to live in a world where “designer babies” are commonplace? Could gene-editing combining with AI lead to the harrowing scenario where droids serve as complete replacements for humans? While Ishuguro’s future is fictitious, he speculates on technologies that already exist now. Gene editing and narrow AI are a reality while General AI is plausibly within reach.

We do well to seriously consider their impact before a small group in Silicon Valley decides how to maximize profit from them. This may be the greatest lesson we can take from Klara and the Sun and its dystopian world.

Klara and the Sun: Robotic Faith for an Unbelieving Humanity

In his first novel since winning the Nobel prize of literature, Kazuo Ishiguro explores the world through the lens of an AI droid. The novel retains many of the features that made him famous for previous bestsellers such as concentrating in confined spaces, building up emotional tension, and fragmented story-telling. All of this gains a fresh relevance when applied to the Sci-Fi genre and more specifically to the relationship between humanity and sentient technology. I’ll do my best to keep you from any spoilers as I suspect this will become a motion picture in the near future. Suffice it to say that Klara and the Sun is a compelling statement for robotic faith. How? Read on.

Introducing the Artificial Friend

Structured into 6 long sections, the book starts by introducing us to Klara. She is an AF (Artificial Friend), a humanoid equipped with Artificial Intelligence and designed commercially to be a human companion. At least, this is what we can deduce from the first pages as no clear explanation is given. In fact, this is a key trait in the story: we learn about the world along with Klara. She is the one and only narrator throughout the novel.

Klara is shaped like a short woman with brown hair. The story starts in the store where she is on display for sale. There she interacts with customers, other AFs, and “Manager”, the human responsible for the store. All humans are referred to by their capitalized job or function. Otherwise, they are classified by their appearance or something peculiar to them.

The first 70 pages occur inside the store where she is on display. We learn about her personality, the fact that she is very observant, and what peer AFs think of her. At times, she is placed near the front window of the store. That is when we get a glimpse of the outside world. This is probably where Ishiguro’s brilliance shines through as he carefully creates a worldview so unique, compelling, humane but in many ways also true to a robotic personality. The reader slowly grows fond of her as she immerses us in her whimsical perspective of the outside world. To her, a busy city street is a rich mixture of sights with details we most often take for granted.

We also get to learn how Klara processes emotions and even has a will of her own. At times she mentions feeling fear. She is also very sensitive to conflict, trying to avoid it at all costs. With that said, she is no push over. Once she sabotages a customer attempt to buy her because she had committed herself to another prospect. She also seems to stand out compared to the other AFs instilling both contempt and admiration from them.

The World Through Klara’s Eyes

She is sensitive, captivating and always curious. Her observations are unique and honest. She brings together an innocence of a child with the mathematical ability of a scientist. This often leads to some quirky observations as she watches the world unfold in front of her. In one instance, she describes a woman as “food-blender-shaped.”

Klara also has an acute ability to detect complex emotions in faces. In this way, she is able to peer through the crevices of the body and see the soul. In one instance, she spots how a child is both smiling at her AF while her eyes portray anger. When observing a fight, she could see the intensity of anger in the men’s faces describing them as horrid shapes as if they were no longer human. When seeing a couple embrace, she captures both the joy and the pain of that moment and struggles to understand how it could be so.

This uncanny ability to read human emotion becomes crucial when Klara settles in her permanent home. Being a quiet observer, she is able understand the subtle unspoken dynamics that happen in family relationships. In some instances, she could see the love between mother and daughter even as they argued vehemently. She could see through the housekeeper’s hostility towards her not as a threat but as concern. In this way, her view of humans tended err on the side of charity rather than malice.

Though being a keen human observer, it is her relationship with the sun that drives the narrative forward. From the first pages, Klara notices the presence of sun rays in most situations. She will usually start her description of an image by emphasizing how the sun rays were entering a room. We quickly learned that the sun is her main source of energy and nourishment. Hence it is not surprising that its looms so large in her worldview.

Yet, Ishiguro’s takes this relationship further. Similar to ancient humans, Klara develops a religious-like devotion to the sun. The star is not only her source of nourishment but becomes a source of meaning and a god-like figure that she looks to when in fear or in doubt.

That is when the novel gets theologically interesting.

Robotic Faith and Hope

As the title suggests, the sun plays a central role in Klara’s universe. This is true not only physiologically as she runs on solar energy, but also a spiritual role. This nods towards a religious relationship that starts through observation. Already understanding the power of the sun to give her energy, she witnesses how the sun restores a beggar and his dog back to health. Witnessing this event become Klara’s epiphany of the healing powers of the sun. She holds that memory dear and it becomes an anchor of hope for her later in the book when she realizes that her owner is seriously ill.

Klara develops a deep devotion toward the sun and like the ancients, she starts praying to it. The narrative moves forward when Klara experiences theophanies worthy of human awe. Her pure faith is so compelling that the reader cannot help but hope along with her that what she believes is true. In this way, Klara points us back to the numinous.

Her innocent and captivating faith has an impact in the human characters of the novel. For some reason, they start hoping for the best even as there is no reason to do so. In spite of overwhelming odds, they start seeing a light at the end of the tunnel. Some of them willingly participate, in this case the men in the novel, in her religious rites without understanding the rationale behind her actions. Yet, unlike human believers who often like to proselytize, she keeps her faith secret from all. In fact, secrecy is part of her religious relationship with the sun. In this way, she invites humans to transcend their reason and step into a child-like faith.

This reminds me of a previous blog where I explore this idea of pure faith and robots . But I digress.

Conclusion

I hope the first part of this review sparks your interest in reading this novel. It beautifully explores how AI can help us find faith again. Certainly, we are still decades away from the kind of AI that Ishiguro’s portrays in this book. Yet, like most works of Science Fiction, they help us extrapolate present directions so we can reflect on our future possibilities.

Contrasting to the dominant narrative of “robot trying to kill us”, the author opts for one that highlights the possibility that they can reflect the best in us. As they do so, they can change us into better human beings rather than allowing us to devolve into our worse vices. Consequently, Ishiguro gives us a vivid picture of how technology can work towards human flourishing.

In the next blog, I will explore the human world in which Klara lives. There are some interesting warnings and rich reflection in the dystopian situation described in the book. While our exposure to it is limited, maybe this is one part I wish the author had expanded a bit more, we do get enough ponder about the impact of emerging technologies in our society. This is especially salient for a digital native generation who is learning to send tweets before they give their first kiss.

Month: May 2021