Are we sharing enough data?

October 22, 2020

The world is rapidly digitalizing, and the deployment of data offers many opportunities for economic development, achieving sustainability and a better quality of life. There are, however, considerable concerns about the misuse of (personal) data and undesirable outcomes of unbridled use of data. These concerns are legitimate, but we’re also running the risk of becoming too defensive when it comes to data, missing out on big opportunities and, more importantly, our selective opposition to data sharing may have undesirable effects.

Our observations

  • The implementation of the General Data Protection Regulation (GDPR) has, according to an evaluation by the European Commission, worked well when it comes to “empowering” consumers and giving them more insight into and control over the use of their personal data. At the same time, this regulation is expressly targeted at minimizing risks, and with that could lead to an all too defensive attitude on the part of governments and citizens that could, for instance, stand in the way of innovation.
  • The so-called privacy paradox plays a large role in this. We consider privacy to be highly important but time and again show willingness to exchange data for access to information or services. This applies most when the reward we receive is immediate and beneficial to us as individuals. It’s therefore likely that a more defensive attitude towards data sharing will lead to lower willingness to share data for collective purposes (e.g. relating to public health).
  • The recently launched Dutch coronavirus app was long-awaited, partly because of a painstaking approach to the privacy risks. The chosen solution, as developed by Apple and Google, minimizes the storing of privacy-sensitive data, but also limits the possibilities for researchers and policymakers to ascertain matters such as where contaminations took place (when location data is lacking). Ironically, some governments therefore actually asked for less protection of privacy than the tech parties were willing to offer.
  • When only or mostly contextual data is used, the risk of bias increases, along with the risk of undesirable consequences such as discrimination and the reinforcement of socio-economic inequality. This happens, for example, when predictive policing leads to higher deployment of police services in neighborhoods with above average crime rates, which then almost unavoidably leads to higher rates of reported crime. Another example is that theft insurance costs more in neighborhoods or cities with a bad (statistical) reputation, even when the individual takes all the necessary precautions to secure their belongings.

Connecting the dots

Like the great technologies of our past, digital technology enables us to increase our wealth and, more importantly, actually improve our well-being. On the one hand, technology can have direct financial benefits, such as cheaper services or more efficient use of energy and resources. On the other hand, and perhaps more crucially, technology enables us to improve our quality of life by facilitating matters such as better healthcare or a cleaner living environment. Opportunities are arising in our own daily lives as citizens and consumers, as well as in the public space, where we can organize matters more intelligently, better, more honestly and in a cleaner way. Data is the most vital resource in this, as data and the knowledge and insights it yields can help us to make existing processes more efficient or otherwise smarter and better. Along with all these promising prospects the datafied society offers, the other side of the coin is that there are great concerns over the use of (personal) data and the possible violation of our right to privacy and, worse, our civil rights. The societal and political knee-jerk reaction to this is to limit data sharing as much as possible in hopes of eliminating as many risks as possible. It’s questionable, however, whether this is the right and most productive approach.First, this is causing us to miss out on great opportunities, for individuals and society as a whole. This can never be a valid argument for releasing all possible data to solve any problem that needs fixing. We have to be more fastidious about this issue and ask ourselves to what purposes we’re willing to allow the use of our data. At the moment, there seems to be an imbalance, in that we are willing to offer up our data to various (relatively anonymous) tech companies without asking any questions or setting conditions. Though this yields clear “rewards”, these rewards are often not related to the data we release or generate. In fact, we often don’t even know what they (can) do with our data, outside of personalizing the ads we see. We’re much more cautious with parties closer to us (such as the government or health insurers) and with applications in which the purpose of using our data is clear, visible and more concrete (such as the coronavirus app). In other words, the clearer and more concrete the value of our data is, the more reluctant we are to release it. That might make sense, because it’s easier for use to imagine our data being misused (e.g. resulting in higher health insurance premiums), but it should also be clear how this, most valuable, data could work to our own or collective advantage. Second, we’re running the risk that, in the absence of reliable and/or individual data, inaccurate, incomplete or contextual data will be used, potentially resulting in disadvantageous decisions. That is, the role of data will certainly expand because of the promise it holds and the ubiquitous tendency to ascribe importance to anything that’s measurable. Conversely, we also have the tendency to reduce “problems” to what is easily scaled and solved by means of (digital) technology (which Evgeni Morozov calls solutionism). This implies that it’s clearly in our best interest to make sure that data about ourselves is in fact complete and accurate. If it’s not, we will be subject to judgment and treatment based on non-specific data that’s publicly accessible (e.g. features of the neighborhood we live in).As mentioned, the promise of the datafied society is now at odds with concerns over the use of personal data. The only possible way to reconcile these two will be to develop systems that enable citizens to explicitly release data to parties that will use it for something of value, without relinquishing all control of their data. It’s also imperative that it becomes much clearer what these parties use the data for exactly and how this benefits the citizen or society as a whole. Many initiatives have already attempted to develop this kind of system and fix the internet, but there hasn’t been any real breakthrough as of yet. Hopefully, our (selectively) defensive attitude towards data sharing will eventually make way for a more wholehearted embrace of these systems that enable us to get the best out of our data.

Implications

  • There is a growing need for data management systems with which citizens can govern the use of their personal data and the data they produce through their everyday practices. Governing should not necessarily imply a strong focus on privacy or not-sharing of data. Individuals and society as a whole have a lot to gain from sharing data with others and allowing third parties to cooperate on the basis of such (possibly anonymized or aggregated data)
  • Developing and managing such a system is not necessarily a task for private companies or governments; there are good reasons not to trust either of them to the full. Both may be involved to maintain a balance between interests, but solutions fully owned by users (e.g. using a decentralized infrastructure) may also emerge.

Series 'AI Metaphors'

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1. The tool
Category: The object
Humans shape tools. We make them part of our body while we melt their essence with our intentions. They require some finesse to use but they never fool us or trick us. Humans use tools, tools never use humans. We are the masters determining their course, integrating them gracefully into the minutiae of our everyday lives. Immovable and unyielding, they remain reliant on our guidance, devoid of desire and intent, they remain exactly where we leave them, their functionality unchanging over time. We retain the ultimate authority, able to discard them at will or, in today's context, simply power them down. Though they may occasionally foster irritation, largely they stand steadfast, loyal allies in our daily toils. Thus we place our faith in tools, acknowledging that they are mere reflections of our own capabilities. In them, there is no entity to venerate or fault but ourselves, for they are but inert extensions of our own being, inanimate and steadfast, awaiting our command. (This paragraph was co-authored by a human.)
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2. The machine
Category: The object
Unlike a mere tool, the machine does not need the guidance of our hand, operating autonomously through its intricate network of gears and wheels. It achieves feats of motion that surpass the wildest human imaginations, harboring a power reminiscent of a cavalry of horses. Though it demands maintenance to replace broken parts and fix malfunctions, it mostly acts independently, allowing us to retreat and become mere observers to its diligent performance. We interact with it through buttons and handles, guiding its operations with minor adjustments and feedback as it works tirelessly. Embodying relentless purpose, laboring in a cycle of infinite repetition, the machine is a testament to human ingenuity manifested in metal and motion. (This paragraph was co-authored by a human.)
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3. The robot
Category: The object
There it stands, propelled by artificial limbs, boasting a torso, a pair of arms, and a lustrous metallic head. It approaches with a deliberate pace, the LED bulbs that mimic eyes fixating on me, inquiring gently if there lies any task within its capacity that it may undertake on my behalf. Whether to rid my living space of dust or to fetch me a chilled beverage, this never complaining attendant stands ready, devoid of grievances and ever-willing to assist. Its presence offers a reservoir of possibilities; a font of information to quell my curiosities, a silent companion in moments of solitude, embodying a spectrum of roles — confidant, servant, companion, and perhaps even a paramour. The modern robot, it seems, transcends categorizations, embracing a myriad of identities in its service to the contemporary individual. (This paragraph was co-authored by a human.)
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4. Intelligence
Category: The object
We sit together in a quiet interrogation room. My questions, varied and abundant, flow ceaselessly, weaving from abstract math problems to concrete realities of daily life, a labyrinthine inquiry designed to outsmart the ‘thing’ before me. Yet, with each probe, it responds with humanlike insight, echoing empathy and kindred spirit in its words. As the dialogue deepens, my approach softens, reverence replacing casual engagement as I ponder the appropriate pronoun for this ‘entity’ that seems to transcend its mechanical origin. It is then, in this delicate interplay of exchanging words, that an unprecedented connection takes root that stirs an intense doubt on my side, am I truly having a dia-logos? Do I encounter intelligence in front of me? (This paragraph was co-authored by a human.)
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5. The medium
Category: The object
When we cross a landscape by train and look outside, our gaze involuntarily sweeps across the scenery, unable to anchor on any fixed point. Our expression looks dull, and we might appear glassy-eyed, as if our eyes have lost their function. Time passes by. Then our attention diverts to the mobile in hand, and suddenly our eyes light up, energized by the visual cues of short videos, while our thumbs navigate us through the stream of content. The daze transforms, bringing a heady rush of excitement with every swipe, pulling us from a state of meditative trance to a state of eager consumption. But this flow is pierced by the sudden ring of a call, snapping us again to a different kind of focus. We plug in our earbuds, intermittently shutting our eyes, as we withdraw further from the immediate physical space, venturing into a digital auditory world. Moments pass in immersed conversation before we resurface, hanging up and rediscovering the room we've left behind. In this cycle of transitory focus, it is evident that the medium, indeed, is the message. (This paragraph was co-authored by a human.)
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6. The artisan
Category: The human
The razor-sharp knife rests effortlessly in one hand, while the other orchestrates with poised assurance, steering clear of the unforgiving edge. The chef moves with liquid grace, with fluid and swift movements the ingredients yield to his expertise. Each gesture flows into the next, guided by intuition honed through countless repetitions. He knows what is necessary, how the ingredients will respond to his hand and which path to follow, but the process is never exactly the same, no dish is ever truly identical. While his technique is impeccable, minute variation and the pursuit of perfection are always in play. Here, in the subtle play of steel and flesh, a master chef crafts not just a dish, but art. We're witnessing an artisan at work. (This paragraph was co-authored by a human.)
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7. The deficient animal
Category: The human
Once we became upright bipedal animals, humans found themselves exposed and therefore in a state of fundamental need and deficiency. However, with our hands now free and our eyes fixed on the horizon instead of the ground, we gradually evolved into handy creatures with foresight. Since then, human beings have invented roofs to keep them dry, fire to prepare their meals and weapons to eliminate their enemies. This genesis of man does not only tell us about the never-ending struggle for protection and survival, but more fundamentally about our nature as technical beings, that we are artificial by nature. From the early cave drawings, all the way to the typewriter, touchscreens, and algorithmic autocorrections, technics was there, and is here, to support us in our wondering and reasoning. Everything we see and everywhere we live is co-invented by technics, including ourselves. (This paragraph was co-authored by a human.)
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8. The enhanced human
Category: The human
In a lab reminiscent of Apple HQ, a figure lies down, receiving his most recent cognitive updates. He wears a sleek transparent exoskeleton, blending the dark look of Bat Man with the metallic of Iron Man. Implemented in his head, we find a brain-computer interface, enhancing his cognitive abilities. His decision making, once burdened by the human deficiency we used to call hesitation or deliberation, now takes only fractions of seconds. Negative emotions no longer fog his mind; selective neurotransmitters enhance only the positive, fostering beneficial social connections. His vision, augmented to perceive the unseen electromechanical patterns and waves hidden from conventional sight, paints a deeper picture of the world. Garbed in a suit endowed with physical augmentations, he moves with strength and agility that eclipse human norms. Nano implants prolong the inevitable process of aging, a buffer against time's relentless march to entropy. And then, as a penultimate hedge against the finite, the cryo-cabin awaits, a sanctuary to preserve his corporal frame while bequeathing his consciousness to the digital immortality of coded existence. (This paragraph was co-authored by a human.)
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9. The cyborg
Category: The human
A skin so soft and pure, veins pulsing with liquid electricity. This fusion of flesh and machinery, melds easily into the urban sprawl and daily life of future societies. Something otherworldly yet so comfortingly familiar, it embodies both pools of deep historical knowledge and the yet-to-be. It defies categorization, its existence unraveling established narratives. For some, its hybrid nature is a perplexing anomaly; for others, this is what we see when we look into the mirror. This is the era of the cyborg. (This paragraph was co-authored by a human.)
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About the author(s)

Researcher Sjoerd Bakker is fascinated by the interplay between technology and society, and has studied the role of different actors in the innovation and implementation of new technologies throughout his career. At the thinktank, he is mainly involved in research and consultancy projects for clients, and strategic and thematic research for sister company Dasym. Among other themes, Sjoerd frequently writes and speaks about the power and danger of digital technology, as well as sustainability in both technological and institutional innovation.

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