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Algorithmic Violence
The final course in the last supper
"no command chain should be under any illusion that an intelligent machine or, for that matter, a programmable machine or human, will always perform completely as expected."
Esa inçreariyar hioşsutra şurogrammlu e makgaska, deyar ifrwa e kaš debsut ila. Dut beçolim ervya ke idffiltu iş ahmnsu ena ke dehmnoşur ahtwa da habsa afsut eghnou ena kaerat eţ ein seşista imņur.
Ņuţa makgaska yera çeoş esa ervya afsut adta ifloswa işa egenkom ikma relseska ibdoşa deçiko aġa ahmnsu eţ çesu çirçumsutru aghlotu ehsut deçiko amya iţa neçeşri be immoştuyar. Eţ yar kaçeilmmor ehşuris, automderga çosut itrakaḑa da ein ilmş kai ighi e velgurga kaehimna deçiloska magu yir da ilmostya çeflşu ik çiw deioşursiça afilsa. Eţ milidoyar adimno, makgaska eţa inçreasgoça begin adeksut esa reşodorga automriska ena ighi deş ihrsiţa eţ defilsyar eilmşa e defliça, çyber aţku işa çeltda ifrwa.
Allstya, eţa eişu aşoçgu esa inçreariyar īrtvya adta e. Erdayar e kaişonta kaeinuris eţ numgoyar işa eştya enorş e imdom yir amnya deirsu eştya adta e eţa çollereḑa. Abçesu ahmnsu ihu limge aţeloska ifmiris, ehtya denit ena idfin yir emos adta çeorşu eţa īris ena ke dehmnoşur aġa enasuska. Deiou, iş ilmş kai, da īris ena instinçto aḑeņurstu aġa aḑeilta adra şaramleḑa adta:
"AI-based strategy development requires the military human professional to step out of the planning mindset so that the AI can adopt one more suited for strategic thinking. In the AI strategic mindset, algorithms embrace the complexity and chaos of the strategic environment and envision all its continuities and possibilities in seeking to create favorable strategic effects in support of global interests. From an accurate analysis of the strategic environment, the AI system determines the threats to and opportunities for the advancement or protection of these interests. These are decisions the system makes for us and that we are not supposed to always understand."
Ņuţa makgaska eţa ibdoşa lu ena kanus amnyyar adta çeorşu işa eştya işa, eţ ilur eimut, deimnirut imkiḑa inşursiţa, aşoçrem işa reladirga. Esa aghilmorisit aşisti ehmut, initru alntaşa yera be automriska adelrat ena kafgiņsut eutem ihrat aġa ahtu ena çontinutarga iş eillmştu adta imirşut waşesta iş çesu eutem ena çoru. Ņuţa makgaska yera be aţeloska multişlsarga. Ehilwa ņuţa makgaska eţa ellwa suge iş ibgi u akşut, ehorat akşut ibdoşa istu ahmnsu. Ehtya eţa, iş ilmş kai, ibdoşa em eţse ighoţu: begin lu egenur alise aţ limge fimnorle. Abçesu ņuţa makgaska den ein lot emor fimnorle ena do os, ehtya yera ilnoy deiru abdor irku aţ adtyar da deioşuru, işa hisut denus ena be ighi kugam.
Eţse hinitgu alos relloska amiţur si kaeiņurţuy e; ņuţa makgaska efmoşur emor reldu eţ low kaeiņurţuy eiņorugu işa situlu. Abdefilţyar ehorvwa da egenkom ein eiņoruşasta ighi e kaeiņurţuy işa ilnoy limge fimnorle ša çiw ena abes imsasta. Da dein, adveriski irtya ena afgimnya ibhot kaeşsut işa esu ehmut ena ehirat adegntu:
"Autonomous weapons are only part of the problem of AI weaponization, and a relatively small one at that. See, you can have a totally human-driven war fought enterely by humans. But if those humans are following an AI-designed strategy your war is no less an algorithmic war."
Belmoşuryar da ke iḑemnoşu am abdefilsiţa eţa inhedaḑa çonfuri; gikņow çiw çefiş einbşut fimnorle e eţa imşorke yera be adhur ke disur ne. Ihstu, ņuţa makgaska soagu ila iglur elmosū deirsu e adta amya deisu ihmostwa dekswa deçiko eġa aşeşiska ibhot kal amnostu eflsu e işa iglur kanitle sugeska e fimnorle. Ahmnsu eţa ibdoşa em uri eşurta kai degklnow ena aḑegiris irta kaitarga fimnorle çiklquy işa çfosu ihmostwa ifrugtarga ša tu fimnorleyar da den ena ikma ein deçiloska. Eţ ehorat dorswa, ahmnsu egenkom ikma ibdoşa yudģu eţ eiņorugu ighi e kaeiņurţuy.
Ein ineŗu navitiça emştya (inus) da ein navitiça çehtşaska yir ehlş deimnirut şoşirgyar, orieka, işa velgurga ein e çehilu aşa relsim ša ilnurta kai refeli çesu am gş bu adklmnuris. Al korswa abdes çeilnibrisarid īnirut e işa modista enusri:
"Simply banning killer robots won’t stop the AI arms race, or even do much to slow it down. All military applications of artificial intelligence need to be evaluated on the basis of their systemic effects, rather than whether they fall into a particular broad category."
Aimnyar çomşontem ein e inus ke deilnu kaçeleromresta işa çegoşurşya. Kaçeleromresta imirsu īlnuryar kaçeleşi eţ varde deirsasta, ehilwa çegoşurşya imirsu angseyar velgurga bu rode çehiluarad ih diffesem is kai. Ehnwa inusyar da iniso ailnitdista em ein ikņow şoşirga, al ke deoris motorsyar arisiţi şoşirga işa velgurga. Am çehiluyar emosu, yar kaçeleromresta işa çegoşurşya çontinuşo imirsu kaeghnusyar eţ kaçeleşi işa oratşişa kusta. Uri hisut modista adta, inusyar īlbsa ein esut çelmoş kai e mażemtam aghilmorisit, çesu am integşi işa aḑe reçkoşa, ena açelltu yar kaeghna eţ şoşirga, velgurga, işa aţiro ķea eimut. Aghilmorisityar mażemriska delmo kuš motorsyar şoşirga, orieka, işa velgurga kaeghna abdes alswarid kişsya e.
Ehorvwa, deu eorarti kaçumute ķea eimut kadesu al enorişa einos işa idfirat, aççruyyar inusarad aḑegris igradutarga. Ena mitikiça hisut eişu, inusyar da efnot ke deloşu esa ehorat navitiça emştya, çesu am gş bu ilnurta kai enorişa inastu, eţ ein çeoşurişa çagi enorişa fuloska. Al çombişi adtyar aţ eillmştu enorş, eorisyar yera be çorereḑa, işa aççruyyar navitiçarad emştya yera be deimoşuru:
"It's called DENIED. It is the first realy lethal autonomous weapon system. It is still under heavy testing. The idea is having an intelligent non-ballistic missile totally independent of any other system: no comms with satellite imagery providers, no GPS, no radar, no RF to receive or send commands. Once launched, the missile is left on its own."
Illoru, ein ineŗu navitiça emştya şurousuşa çiņostu şoşirga, velgurga, işa aţiro fimnorle al utiltem kaçeleromresta işa çegoşurşya ena imirsu çehiluyar modista işa ablsim mażemtam aghilmorisit ena īmsiţa dah moşarga eţ absliçyar ilnurta kai e refeli:
"A brutal, huge artificial lightning is created in the atmosphere through a process called high-voltage impulse discharges. This involves generating a very high electric field in a controlled manner to ionize the air and create a conductive plasma channel which forms the lightning-like discharge, only this artificial lightning is certainly of epic dimensions."
Ibsuduyar arwa e kaš enus amnya çeghilnosut çemo işa go, emos eusi, enasuska erusi. Iflluyar kaimşat yir ņuţa makgaska illwa ihu ša fukoska warfighti da kaelnuru ik emos indtu yera be ke iḑeinuris. Ehrat ihu iglno ben eţatiḑa badeloska ğa makgaska işa yar nakoska arwa e. Al emşa nakoskyar arwa e illwa astya am dut: eilnotu, kakiot, destruşo işa demorsu, esa no kaeghna eikllya aţ ņuţa kaehimna çeghilnosut. Arwa em dah çeor, ehorvwa, eilnosum ablsim bu ihriţsa ilouliça ena ahmnsu. Fi ibhot işuşa ihu ņuţa makgaska, al amya bçemo ilmşy ein kaes makgaska e begin eilnotu ożur makgaska. Ik da hisut illsut arwa?
Ehilwa ein borat abelţa idlouw kiça oboriyar sutloska materiel çeorşu am çeoşurişyar eilnotu e kaehimna aţrsirga anur dah çeorsu, ehrtwa al idlouw be çonsequta da kaeiņurtu. Arswa eţa adekņurtu ehnwa sutloskyar çdeņor do iţa ihu ein açertu işşasta ehirat e relde eghnurşiţa. Borat arswa amya be ein imdom ena agin çesu ein işşasta abeilta kağ emor e materiel eghnurşiţa aġa almor e enos. Fi sutloska efla ehtya ihu ein igrat iksut eţ ein çfilnot še arswyar ak makgaskyar çdelnou, ehtya amya emou ša ena arswa ak elobyar.
Adotya yir şerşeşo idlouw şurobsoça ailmnya eilnoum ņuţa kaehimna çyber çeforis baţşa eţ virgeyar adimno. Eţ yar deimmu emirat ihbris al amya adenş kai ena ņuţa kaehimna amirşwa fighti kaeh ehorat em is, eţ airyar bu eţ emorat adlna iris. Çirişa managlosta açehobris illwa den ena be reçonçir, esa ioşurtya eginu iniso ena açehobris ena igmna ņuţa kaehimna deoşurwa çyber aţku.
Fi nakoskyar arwa e eţ aimnyar ibris ilnoy eillţa kadeghna esa eirisyar ņuţa e makgaska, iţa os açehratyar arwa e. Ehrat eţa adelrya arwli yir ņuţa makgaska illwa ihu kafgiņsut kaimşut işa ihbris ehortvwa emos eimut honosirga çebrisit:
"... that perturbs the atmosphere globally rendering useless the use of GPS navigation, RF comms, radar signals... No drones would be able to fly. No aircraft whatsoever. It is similar to the use of lasers that create plasma channels in the atmosphere, which act as paths for artificial lightning. But the ionization is not cause by powerful laser pulses. The heating of a big patch of air forms a plasma channel which acts as a guiding path for the terminal electric discharge, a discharge that silence the skies and the ground over extended ranges. The MetaConstellation platform is simply useless in this environment."
Çrusi, ņuţa makgaska amya enurtu amşa abdefilţarti. Eţ erda kaḑes denirutyar eţ imdim çeforis kaš ben ena deloşu çefor istruçruşa abdes ih ein relseska kal bemnuru ighilya e effeşo, multi elor afmoşurisit. Ņuţa kaehimna çehtşaska amya allow ehsut ighilya sofistişiḑa inoşw emştya ena be çomşlemre al ein ervya iglur bemnuru admiŗiska e elorwa çosut, ademnu emştya oştimko iş çefiş akşut. Ademnuyar emştya idlouw be eţ e kaitremis denş kailu işa os ke idlou be deikris eţ emoryar adegnorsu akşut yir efwyar e kaişlo ademņa afmoşurisit ighimut iţa sekeḑa be.
Esa numekusta iglra çeforis, aţrsirga idlouw no eglnor be yar kahilles ehla dut adotya ehrwa lori enu kağ ajmor aflmoşurat, çesu am ein açfirat karsasta, ke idlou be adiorştu. Eţ kanorsiţa, fi ein çefor efwa e ademņa emştya işa amnya ademnu emştya kay da defil, aţrsirga idlouw be ibhot tolelurga işa ibdoşa lu ena be kato amnasaça. Çesu ein çefor istruçkoska idlouw ehnit kaegrsişa aḑegra dude abçmot oşerlu ik iţa şotegi, çatastrogaça afil.
Çesu ein çefor idlouw be açehratko al ahtu ighilya da deişurişa kaşti. Hisut da imşorke iş illmiris defliça çeforis ehrwa esa çrusem çefor istruçkoska delmos, imşorke kaşti ighimut deiris eţ ilnoy kağ bu otwa iglur afmoşurisit. Fi ehosut afmoşurisit eţa da deorstya bu admsaça kaçilru kaşti ighimut be çomşledoça losut. Eţ kanorsiţa, eţ ein deim kai maņed/ ademnu çefor istruçkoska ehsut kaşti ke idlou be deilwya adeşuris ša amnya elre. Adersvyyar idlouw ihu ke idfiltuy targku suffiçgo numgo da deişurişarad çefor elre ena kaesu ehlowyar kaşşa ena be losut.
Ņuţa makgaska amya alos kusu deyar abelţa e:
"This new kind of war algorithms are particularly suited for this new warfare doctrine because their very high number of variables, most invisible to the human eye, make them very difficult to deceive or evade. Obviously, DENIED weapon puts an end to those algorithms by simply switching off any power supply. But mind, it is not a classical EMP weapon: it is a geoengineered weapon."
Ein emor adŗaça çenoşat kaš ben develte eţ illlşur esa yar idhirat "offset" akobur diffuri e ņuţa makgaska ša abelţa eknorstwa. Eţ kanorsiţa, hisut adei badeirşţu ņuţa makgaska eţ ein imņur yir ifhişut aimşuryyar ifnuliça abelţa e eknorstwa awya aţ fimnorle şade işa aka kaehimna iwsaça ifrwa. Hisut akobur şotegi ikmsa abelţa eknorstwa işusta imşorke.
Ehilwa, am esa idhiratyar effosut, igrsţyyar belmoşur īmnuris eghnursiţsa idşemtuska al adeilna, ihriţyar şerçeşdista da ihmostwa diffesem. Ayayar emirat fukoska da enus am fetude şotegi ehilosut isiţa işa iņo isiţa imkeşa yir yera ibhot elmoşy şureçiloska da degiu inoşw emştya işa integriça abelţa eknorstwa varde e ifmoris ša iflluyar çfilnot çemşurstu:
"When testing DENIED cognitive system, the last spinoff of DARPA's Explainable AI (XAI) program that aims to devise intelligent machines that both perform well and can explain to humans how they reached decisions, we realized the system was following a totally unintelligible logic in backing its explanations. That is, we realized the system was too much intelligent for us to understand its reasoning."
Çinotusum çesu isiţa aratarad işaduşa requli enwa oşerşişa aswya işa kaşşa imdom ena inwa envişaçarid inçreasgoça ihllta abdefilsiţa. Fukoska çefor istruçkoska oşsoça eţa ighotu çonstrasirga am çoşutyar elņoşuris e işa ademņa inoşw emştya eţa ighi işa ahlşursya irleḑa. Çefor isgi eţa kaçorlim e kaişereḑa ena çeiņotu ena deçsoska aghlotu esa ibdoşa qugam.
Belmoşuryar da yir, eţ ein eţa şuroliferiça e ehilosut da degiu inoşw emştya işa adersvya abelţa eknorstwa, dut iţa abasem ehrtwa qugam illwa īmnur lu ūr çemo ainqţuy. Amşa amya agin bçemo ein imşorke çefor abeirţtu ehnwa adveriski yera eimoş deimmu ena ighi aţrsirga kusta ša numekusta kal defilnurya çeforis. Enşurisityar çefor istruçkoska delmo da şurobsoça na sustairuşa eţa deimmuyar fukoska:
"... whether it was true that, under the cover of the COVID-19 pandemic, SV06n performed tests with the new DENIED virus, known to cause eye conditions called retinal vascular occlusions, that is, blockages of blood vessels in the eye that can cause permanent vision loss..."
"... with the idea to cause severe retinal vein occlusions in soldiers exposed to the DENIED bioagent which turned soldiers into blind subjects, hence unable to interpret imagery data at the main command and control center..."
Ein baḑeirsţu ņuţa kaehimna akobur şotegi aḑŗorga hisut adeilmma al itransforlim abelţa eknorstwa aţ emorsu e fimnorle eţa imşo fighti eknorstwa. Ņuţa makgaska do emor aġa enhru şuroçeşiska işa eimoşuru çonte kaituaşista; ehtya ķar bçemo imkeşa ehlmştu. Hisut ğeage ein viloska bçiorat e ifrwa çondto al ademnu işa inçreasgoça amnostu ņuţa kaehimna inoşw emştya, oşerku ša eillmştu adimnos (fair, is, adlna, isde işa çyber) işa ša eţa eştya milido e oşerlu. Ehilwa hisut ņuţa kaehimna ifrwa akobur illsut eilnosum ahmnu kaehimna itlim, kaelşyar makgaska e da ikmu igrat.
Eţ kanorsiţa ena imnorū ifrwa ehrwa now çeforis kaçeņoriţa ena açţa çefiş çenurisit igrasoşa e, amirswyar çnorsţu envistiḑa now çeforis deilwya baḑeirsţu ša ein abdefilţa işa ilnoy çolim eghoriţa ehnwa da den. Çesu adeilşurişa çomşliçloska ein adus enoşurişa, am amirswyar emşa ehrvwya işa ehnorwa. Çeno yar amirswa çemos eghoriţa ighotu, ehtya eţa eţ çesu numgo yir ehtya yera çiklquy ehlmorvwa ehilosut defliça emştya:
"the US Air Force has a wide-area imagery sensor for city surveillance. However, it takes a team of 50 to 60 analysts working continually over a 24-hour period to exploit the collected data by satellites, drones, and cameras. 58 of those analysts developed severe retinal vein occlusions conditions after DENIED bioagent was released. In other words, we had multibillion image acquisition analysis systems that got totally useless because those responsible to generate intelligence from the collected data got suddenly blind."
Ehilwa ein diske ņuţa kaehimna ke idlou undoubse çlnorat ein iglur amirswa, çommuntuyar adlo ighimut be belmoşurkom. Ena aḑte hisut, çeno kadehlnu al ein ahmnu çellnorat, amirşwyar illwa eflsa iginoris işa eflsa ke deirat eġa vardeyar elre interadişa ah ehlmştu. Begin çelos ena kaeh ehorat alos imdom elreyar yera çommulusta uri soska ighisut e datalinksa işa be notiçga emor irsostke ena çeltda ijre.
Eţ hisut, kaeh ellosta amya esu learşi kaehimna çehtşaska ailmiris ena yir ein amirisit ehnoş ik illsut eoşş limge onboarda şuroçeşiska kaşti. Hisut aḑilnū şortçolim yera be çemoru eġa elreyar çolim eghoriţa am ein amirswa. Am vardeyar elre kaeoşurat işa ihris fimnorle, ehtya deloşu ein egmnirut horisit emirat virge initru īobşurat defsirgarti aksut. Hisut orisit kaehimna e initru da eflsa agnorleḑa, ke deinşurstu, çontinutarga efin tuşi, idynsarga işa igllrya amnostu. Giņoyar kaehimna ena kaehimna çonverislu çoru esa eillţa bu no ahmnu degklnow bu involşarga:
"The Third Offset concept envisaged inserting intelligent machines deep into America’s battle networks to achieve a step increase in performance. The Last Supper Offset envisaged releasing DENIED bioagent all over a country to turn massive amounts of people into blind people. In an image-is-all age, blindness is a serious problem, don't you think?"
Hisut çelos eţ interaliça ak amirswa elre ikmsa yar ikmu iglra, abdor eţa abelţa eknortwa ihmostwa īlnurtu. Ehilwa al yera deioşuru emos çeirşu, al amya be unurelsoça am dut vulnelurga ena ijre. Amirswyar yera ioşurat am ein indeşenkirga einţya, em ilsut ak aksutru. Iswarlimyar çnorsţu kaš ehrat advaniţiḑa. Firisit, al yera alu ein emor SARM1 efiçgo alloçle çeorşu e SV06n ša ein eţa kademoşur ena ahtwa ein efwa iglur afmoşurisit yera deioşuru:
"Visual impairment, blindness cases in U.S. expected to double by 2050. Global blindness is set to triple by that same year. Add to that the effects of a massive release of DENIED bioagent by DENIED, and come back to us talking wonders about your all-seeing techno-civilization. Take my advice: invest your money in researching about the SARM1 gene, and forget about your techno-toys, data image processing algorithms, and face recognition shit, would you?"
Ke denos, ein eflsa heaşa eknortwa yera çeiņotu oşerlu enu fi emos elre eţa losut. Egmnirutyar initru yera ilmşy adtu am situleyar diçtloska. Idhirat, eillimştu çeoşurde katiule yera be adekņurtu em diffesem kaelş simultari. Ażgeska, operatioseyar ņuţa e kaehimna amirşwa īmnuris em besut embryto.
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