Tag: artificial intelligence

Human as the Ultimate Authority in Control

(Editor’s Note: This blog post is part of the Thematic Series Data Swarms Revisited) With the growing size of historical data available to researchers and industrial practitioners, developing algorithms for automating numerous aspects of everyday human life has become ever more dependent on data-driven techniques. Previous approaches relying on formal methods and global optimization no longer meet the increasing scalability requirements of modern applications. One of the most successful global optimization algorithms, such as Particle Swarm Optimization (PSO), continues to be employed in practice but more often as a part of more complex approaches, only being able to provide partial solutions to complex modern optimization problems. PSO was first introduced by Kennedy and Eberhart (1995) who were inspired by the most mesmerizing phenomenon in nature—bird flocking. As in any collective behavior, birds converge to an equilibrium formation that maximizes their benefits as individuals and as a society overall. V-Formation as (read more...)

‘Dynamic Totalities’: Data Surveillance as a Paradigm

In the zeitgeist of academia, surveillance has clearly an ominous connotation. However, is surveillance not fundamentally a way of looking? More formally, a way of looking at totalities. Whatever is studied, observed, or measured is part of a definitive totality. A virus is part of a sample. Families are part of a community. Workers are part of the factory. A scientist is part of a laboratory. One reason we are cautious about speaking of totalities is because we are scared of being reductive. But what if we could dynamically measure parameters defining the totalities which concern us. What if we could define our totalities at will and observe phenomena within its boundaries, track phenomena flowing out of it, or ingressing it? If this sounds like an uncanny  ‘intelligent’ camera or rather a poetic job re-description of the individual in the CCTV room, then it is meant to be so. Data surveillance can offer perhaps a fresh paradigm for observation and analysis irrespective of the actual use of computers that enable it. (read more...)

MacHack VI: Computer chess and the roots of AI

On January 21, 1967, a mild winter Saturday in Cambridge, Massachusetts, a couple of computer researchers from the Artificial Intelligence (AI) Laboratory at the Massachusetts Institute of Technology (MIT) flagged down a taxi near Tech Square. Loading a bulky, 60-pound teletype called a 35 KSR (“Keyboard Send/Receive”) into the trunk, they set off for downtown Boston, across the river. A short while later, the cab pulled up at the Young Men’s Christian Union (YMCU), and the researchers wrestled the machine up the stairs to the second floor, where the Boylston Chess Club was setting up for a weekend tournament. (read more...)

The Future of LOVOT: Between Models of Emotion and Experiments in Affect in Japan

Aya is anxiously waiting for a future in which humans coexist with robots. She didn’t think this was possible in her lifetime, but when she learned about LOVOT, a 43 cm-tall furry robot on wheels designed specifically to seek out and offer affection, she was elated to discover that the future she had imagined was within reach. She urged me to take hold of it—LOVOT, that is. We were chatting at a recent Talk Session for LOVOT fans and a few of the creatures were spinning around a table as we talked. Its wheels folded into its body, and with animated LED eyes it looked up at me and blinked. I picked it up and Aya poked its nose, eliciting something like an irritated giggle from the robot, whose name I learned was Cherry. Aya stroked Cherry’s belly and its eyes blinked a few times and then slowly closed. “It fell asleep! How cute (kawaii)!” Aya exclaimed. Although Aya claimed to be uninterested in robots, technology, or anything in the IT world in general, she was immediately and, as she describes, inexplicably moved by LOVOT. It’s just an emotion (kanjō), she reflected. “You know about lonely people (kodoku na hito) in Japan, right?” Aya asked. “I think that everyone needs to feel affection (aichaku), and everyone enjoys this feeling we can get from cute things. It fulfills your heart (kokoro o mitasu). But not everyone can get this feeling… I think that in the future maybe one or two people out of ten might simply have relationships with things like LOVOT. It’s not really any different from the kind of affection one gets from a dog or cat, or even another person. And it’s their choice! This is a really interesting future!” (read more...)

Listening to/with Technology: Meditation Apps as the New Voice of Mental Health

Shortly after giving birth to her son, Jessica[1] began to experience a health problem that she describes simply as “pain everywhere.” About one month after we initially met at Spirit Rock Meditation Center in Marin County, California, she elaborated on her symptoms: “Joint pain, muscle pain, stabbing pain, stinging pain, burning pain, tingling, numbness…chest pains, palpitations, dizzy spells, headaches. I feel like I’m going to have a seizure, or brain fog, fatigue.” (read more...)

Deep Thunder: The Rise of Big Meteorology

Today has been predicted 26 billion times. The same could be said for tomorrow and the foreseeable days to follow. This prodigious divination is the work of just one entity—IBM’s The Weather Company. These 26 billion daily forecasts of IBM likely represent only a small fraction of the models and projections to which any particular day is subjected (the financial and military sectors are equally ambitious prognosticators). Backed by IBM’s computational juggernaut, The Weather Company is burning through terabytes at a brow-furrowing velocity in its effort to fit the world into a forecast. (Listen Now...)

The Dawn of Digital Therapeutics

A techno-optimistic attitude tells us we’re living at an inflexion point where care practices are being transformed by technology. Monitoring and attending to health and well-being are no longer activities bound within physical spaces like hospitals and clinics; these activities have extended to the basic functions of smart phones. A new labor force has emerged for this digitized health transformation utilizing open source engineering platforms, structuring work into two-week Agile design sprints, and leveraging professionals from traditional healthcare settings. In many ways, the practices of these workers appear synonymous to those of other start-up companies across industry spaces. Throughout ethnographic fieldwork over the last year, I have explored the evolution of this phenomenon within an emergent area of the digital health sphere: Digital therapeutics. (read more...)

Dumbwaiters and Smartphones: The Responsibility of Intelligence

“I don’t have to drink alone,” she paused for comedic effect, “now that I have Alexa.” Thus was the punchline of a story told by a widowed octogenarian at a recent wedding. Alexa is a mass-produced personality that can play music, suggest items for purchase, monitor consumption and health habits, or, like any good friend, just listen. While all these tasks could be performed in silence with various algorithmic appliances, Alexa and her cousins from Google and Apple are imbued with a perceived autonomy directly stemming from their capacity for vocalization. Speech, it seems, beckons the liberation of abiotic materials from their machinic programming. (read more...)