When fake becomes the new normal

March 5, 2018

While the world is still coming to terms with the existence of fake news, Aviv Ovadya chief technologist Center for Social Media Responsibility warns in an interview that this is just the prelude to the age of misinformation, which he coins as ‘Infocalypse’. Here we further explore a world in which more extreme forms of information manipulation proliferate.

Our observations

           
  • With freely available software called FakeApp, faces can easily and realistically be swapped in prerecorded video footage. Consequently, faces of porn actors and actresses have been replaced by celebrities’ faces. Similarly, researchers from the university of Washington developed a program that can translate audio into lip-synced video and researchers from Stanford were able to manipulate in real-time the facial movement of prerecorded footage of diplomats.
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  • In 2016 Adobe unveiled project Voco which lets users manipulate recorded speech by removing or adding words and phrases that have never been uttered by the speaker.
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  • In all instances, deep learning was used to build a virtual abstract representation through publicly available data. Interestingly, algorithms that have been used in the Deepfake app have been developed with Tensorflow, an open-source machine learning framework originally developed by the Google Brain team.
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  • Some researchers believe that countries with high internet penetration and a considerable history of corruption like Mexico and Indonesia function as a testbed for new information manipulation techniques. Allegedly, during the election of 2012 bots were already used to support now-president Enrique Peña Nieto, thereby foreshadowing the manipulations that took place during the 2016 U.S. elections.
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  • Weeks before the Enigma tokensale Enigma’s website, mail and slack account were compromised and were misused to communicate a fake token pre-sale, thereby tricking out almost $500.000 from unknowing investors.
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  • Facebook has been criticized for being an important enabling factor din the distribution of fake news. Consequently, Facebook admitted that they should be accountable and held to similar standards as media outlets, thereby moving away from positioning themselves as a neutral tech platform.

Connecting the dots

Not surprisingly, information manipulation already predates our digital era, as exemplified by the Jacobite rebellion in the mid-1700s, where in an attempt to destabilize the establishment rumors about the king’s health were circulated. However, it is only now that we are confronted with a scalable, low-cost, multi-medial and real-time tailorable form of information manipulation. In Buzzfeed’s speculative future scenario of an infocalypse, Ovadya illustrates how artificial intelligence and publicly available data can be maliciously put to use to believably imitate information sources (‘automated laser phishing’), manipulate the diplomatic process by creating virtual doubles of diplomats (‘diplomacy manipulation’) and simulate grassroots movements (‘polity simulation’). However, we can also imagine that in addition to information manipulation through imitation, manipulation could also happen through compromising information channels and sources on a mass-scale by using smart malware powered by artificial intelligence. Subsequently, these channels and/or sources can then be respectively misused and pressured into publishing fake information.However, what are potential societal consequences of a world that is continuously plagued by misinformation? From a sociopolitical perspective information manipulation provides the actor the possibility to nudge the believes, attitudes and behavior of a society. In addition to the U.S. election, some analysts also believe that Indonesia’s move to the right has been caused by fake news social- media campaigns by the Muslim Cyber Army. In a more extreme stage and on a more psychological level Ovadya mentions the problem of ‘reality apathy’ in which humans simply do not care about what is true or not, thereby eroding an important corner stone of a democratic society. From an economic perspective, in a landscape where unmanipulated and validated information is scarce and fake news abundant, it could become possible that trusted sources with validation mechanisms in place could become more valuable. When it comes to said validation mechanisms, the infocalypse confronts us with the deeper design flaws of our current information architecture in which accountability and identifiability are not built-in. Here we could expect that the use of blockchain, reputation systems and digital signatures can help retrofit these functionalities into a system that has initially been built for quick and scalable information distribution.  Furthermore, artificial intelligence should not only be perceived as the cause for mass-misinformation but at the same could be a solution. For instance, the Tensorflow framework that has been used to create Deepfakes, has also been applied by SAP to build an application that is able help with the detection of fake news. But in the end, it is important to remember that the problem of information manipulation remains a moving target, especially when we are increasingly virtualizing our life world (i.e. internet of things, augmented reality, virtual reality).

Implications

           
  • Parts of the internet will move from an anonymous and unaccountable space to a space in which actors will become more identifiable and accountable. Furthermore, to prevent that these future identity management and reputation systems become new central points of failure and privacy issues, they will presumably be built on a highly decentralized and encrypted infrastructure.
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  • The use of AI could face regulation from governments, as these instances exemplify the enormous power of these algorithms can yield. At the same time, AI will also be used to counter misinformation
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  • The most sustainable forms of countering the infocalypse will have to rely on increasing its citizen’s information literacy.

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.
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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.
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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.
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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?
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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.
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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.
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About the author(s)

FreedomLab Fellow Arief Hühn headed FreedomLab from 2018 until 2023, directing our research and business endeavors with a special emphasis on the impact of emerging digital technologies on the economy, politics and society. He holds a master's degree in communication sciences from Radboud University Nijmegen and a doctorate degree in human-computer interaction from Eindhoven University of Technology.

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