Why is DARPA modeling disease outbreaks & intervention strategies while simultaneously looking to predict & manipulate collective human behavior? perspective I-DARPA ihamba kwi-business ye-simulating epidemics, kubandakanya iingxaki ze-modeling njenge-mass vaccination campaigns, lockdowns, kunye ne-communication strategies. Inyanga lokugqibela, i-USA (DARPA) ukusuka a (RFI) ukufumana ulwazi malunga " Ngathi I-Defense Advanced Research Projects Agency Isicelo sokuxhumana amandla state-of-the-art ekuphuculeni iziphumo zonyango amandla state-of-the-art ekuphuculeni iziphumo zonyango I-Pentagon ye-Research and Development Funding Branch ufuna ukufumana kumazwe amanqaku, i-industry, i-commercial, kunye ne-startup on how to develop. " “Ukuba ukuba” Ngathi izixhobo ezihlangeneyo ezihlangene i-innovation zobuchwepheshe kunye nokufumana izixazululo eziphambili kwi-bio-surveillance, i-diagnostics, kunye ne-medical countermeasures Ukuphucula ukhuseleko kwezimpendulo zempilo zangaphambili izixhobo ezihlangeneyo ezihlangene i-innovation zobuchwepheshe kunye nokufumana izixazululo eziphambili kwi-bio-surveillance, i-diagnostics, kunye ne-medical countermeasures Ukuphucula ukhuseleko kwezimpendulo zempilo zangaphambili 
 
 
 "I-Intervention Strategies: I-Detail ye-Intervention Strategies that can be modeled, kuquka ( kodwa ayikho kufumaneka) i-vaccination campaigns, i-social distancing measures, i-quarantine protocols, i-treatments, kunye ne-public health communication strategies. Ngokutsho, ibonisa umthamo yokufunda kwexesha elandelayo kunye nemiphumo yayo kwi-epidemic trajectory" DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 "I-Intervention Strategies: I-Detail ye-Intervention Strategies that can be modeled, kuquka ( kodwa ayikho kufumaneka) i-vaccination campaigns, i-social distancing measures, i-quarantine protocols, i-treatments, kunye ne-public health communication strategies. Ngokutsho, ibonisa umthamo yokufunda kwexesha elandelayo kunye nemiphumo yayo kwi-epidemic trajectory" "I-Intervention Strategies: I-Detail ye-Intervention Strategies that can be modeled, kuquka ( kodwa ayikho kufumaneka) i-vaccination campaigns, i-social distancing measures, i-quarantine protocols, i-treatments, kunye ne-public health communication strategies. Ngokutsho, ibonisa umthamo yokufunda kwexesha elandelayo kunye nemiphumo yayo kwi-epidemic trajectory" DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 Njengoko i-masks, ukuxhaswa kwe-social, i-lock-downs, kunye ne-vaccination mandats, phantsi kweengxaki ye-slowing ukunyuka kunye nokuvimbela ukuxhaswa kwe-COVID, engabonakali kakhulu, i-US military ufuna ukucacisa iziphumo ezininzi ezininzi zokuphendula kwiziphumo zangaphambili. I-RFI sincoma abathengi " “ I-Fatality Rate & I-Imunity Status: Yintoni i-fatality rates kunye ne-level ezahlukeneyo ye-immunity ye-population (i-natural okanye i-vaccin-induced) zihlanganiswe kwi-simulations yakho? I-Fatality Rate & I-Imunity Status: Yintoni i-fatality rates kunye ne-level ezahlukeneyo ye-immunity ye-population (i-natural okanye i-vaccin-induced) zihlanganiswe kwi-simulations yakho? Ukutya” “Qhagamshelana” “O” “Ukuba i-both? natural or vaccine-induced population immunity fatality rates Ukusuka kwakhona, i-RFI ibonelela kwi-modeling lockdowns, i-distancing ye-social, kunye ne-mass vaccination campaigns, kunye ne-communication strategies: “ “ I-Intervention Strategies: I-Detail ye-spectrum ye-intervention strategies enokuthi ifumaneka, kuquka (ngaphandle kwe-limit) i-vaccination campaigns, i-social distancing measures, i-carantine protocols, i-treatments, kunye ne-public health communication strategies. Ngokutsho, i-describe the ability to model early intervention and its impact on outbreak trajectory. I-Intervention Strategies: I-Detail ye-spectrum ye-intervention strategies enokuthi ifumaneka, kuquka (ngaphandle kwe-limit) i-vaccination campaigns, i-social distancing measures, i-carantine protocols, i-treatments, kunye ne-public health communication strategies. Ngokutsho, i-describe the ability to model early intervention and its impact on outbreak trajectory. Ukubonisa ukuba i-DARPA inokufundisa i-strategies ezisemthethweni ze-intervention emva kokuba wonke umdla umdla we-intervention ye-DARPA ibonisa ukuba iindlela ezininzi ezifanelekileyo ziya kubasetyenziswa kwihlabathi. 
 
 
 "Ndiyaziqhelekanga ukuvelisa iinkqubo zokusebenza ezintsha zokuphendula ukunceda iinkqubo zokuphendula kunye nokuthunyelwa kwimveliso ye- (bio)technology yokhuseleko ukhuseleko kwabasetyhini kwiintsholongwane ze-biological. Thina ngokugqithisileyo nathi kuxhomekeke kuxhomekeka kweengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 "Ndiyaziqhelekanga ukuvelisa iinkqubo zokusebenza ezintsha zokuphendula ukunceda iinkqubo zokuphendula kunye nokuthunyelwa kwimveliso ye- (bio)technology yokhuseleko ukhuseleko kwabasetyhini kwiintsholongwane ze-biological. Thina ngokugqithisileyo nathi kuxhomekeke kuxhomekeka kweengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki." "Ndiyaziqhelekanga ukuvelisa iinkqubo zokusebenza ezintsha zokuphendula ukunceda iinkqubo zokuphendula kunye nokuthunyelwa kwimveliso ye- (bio)technology yokhuseleko ukhuseleko kwabasetyhini kwiintsholongwane ze-biological. Thina ngokugqithisileyo nathi kuxhomekeke kuxhomekeka kweengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki zeengxaki." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 
 
 
 "Ukucacisa iimeko kunye neenkqubo ezilungileyo yokubonisa, ukucaciswa, ukucaciswa kunye nokuphendula kwimiphumo yeempembelelo, kuquka kodwa ngaphandle kokufanelekiswa kwe-biosensor density ukufumana iimeko ezilungileyo yokubonisa, zihlanganisa." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 "Ukucacisa iimeko kunye neenkqubo ezilungileyo yokubonisa, ukucaciswa, ukucaciswa kunye nokuphendula kwimiphumo yeempembelelo, kuquka kodwa ngaphandle kokufanelekiswa kwe-biosensor density ukufumana iimeko ezilungileyo yokubonisa, zihlanganisa." "Ukucacisa iimeko kunye neenkqubo ezilungileyo yokubonisa, ukucaciswa, ukucaciswa kunye nokuphendula kwimiphumo yeempembelelo, kuquka kodwa ngaphandle kokufanelekiswa kwe-biosensor density ukufumana iimeko ezilungileyo yokubonisa, zihlanganisa." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 Nge-lockdowns, iingcebiso ze-vaccination ye-mass, kunye ne-social distancing ebonakalayo kwi-table ukususela kwixesha elidlulileyo, kubonakala ukuba i-AI kunye ne-Machine Learning iya kuba ubungakanani obungapheliyo elandelayo. Ukubuyekezwa kwihlabathi, i-DARPA RFI ibiza abalandeli: " Ngathi Qhagamshelane nayiphi na iinkqubo ezintsha zobuchwepheshe - okanye izicelo zeengcali ezininzi zobuchwepheshe (isib. Machine Learning, artificial intelligence, i-system complex theory, behavioral science) - ukuba uyakwazi ukwandisa kakhulu iinkqubo ze- state-of-the-art kule ndawo okanye i-simulation yeensimu ze-biological ngokubanzi. Qhagamshelane nayiphi na iinkqubo ezintsha zobuchwepheshe - okanye izicelo zeengcali ezininzi zobuchwepheshe (isib. Machine Learning, artificial intelligence, i-system complex theory, behavioral science) - ukuba uyakwazi ukwandisa kakhulu iinkqubo ze- state-of-the-art kule ndawo okanye i-simulation yeensimu ze-biological ngokubanzi. Ngaphandle kokufaka i-Dr. Fauci, i-Dr. Birx, umlawuli we-CDC, umlawuli we-TV, umlawuli we-Big Pharma, okanye umlawuli we-Cuomo, ukuba uqhagamshelane kwi-face yakho malunga ne-How they were all just following The ScienceTM, ngoko ke ngaba usebenzise i-AI kunye ne-ML kunye ne-behavioral sciences ukuze zibonise i-”izixazululo zakho ze-public health?” Xa ukhangela iiprojekthi ezidlulileyo ze-DARPA ezifana iimveliso Ukwenza i-Algorithmic Theory of Mind yokufakela, ukuhlaziywa, kunye nokuvimbela umzimba we-collective, uqala ukufumana inkcazelo malunga neeprograms ezininzi ziyafumaneka. Ukucinga Ukucinga 
 
 
 "I-MAGICS ARC ibonisa indlela yokuguqulwa kwe-paradigm for modeling complex, dynamic systems for predicting collective human behavior" DARPA, MAGICS ARC, ngoAprili 2025 "I-MAGICS ARC ibonisa indlela yokuguqulwa kwe-paradigm for modeling complex, dynamic systems for predicting collective human behavior" "I-MAGICS ARC ibonisa indlela yokuguqulwa kwe-paradigm for modeling complex, dynamic systems for predicting collective human behavior" DARPA, MAGICS ARC, ngoAprili 2025 Ngo-April 8, i-DARPA ibonelela i-Advanced Research Concepts (ARC) inokufumaneka Ukukhangisa » (ngoku) ) “Ukufuna” Ngathi iinkqubo entsha Methodological Advancements for Generalizable Insights into Complex Systems MAGICS izindlela ezintsha kunye neengxaki zokusetyenziswa kwimveliso yemvelo yabantu izindlela ezintsha kunye neengxaki zokusetyenziswa kwimveliso yemvelo yabantu Kwimeko apho Ukucaciswa kwimveliso okanye ukucaciswa kwimveliso " "Ngoxibelelana neengxaki zeDARPA. MAGICS Iingxoxo Iingxoxo Kwimeko, ithetha ngokugqithisileyo malunga "modeling" iinkqubo,” kunye nokufikelela, ukuhlaziywa, ukufumana, kunye nokufikelela “iinkolelo umzimba" kunye ne"iziphumo ezininzi zentlalo" ezisekelwe kwi "iinkqubo ze-sociotechnical data sets". Umntu Umntu Umntu Umntu Ngaba i-DARPA inkqubo isetyenziswe ukuhanjiswa kwimveliso yemvelo yabantu xa kuxhomekeke kwimeko yokufanelekileyo ye-public health, ukuba i-real okanye i-perceived? MAGICS 
 
 
 "Izici yeenkqubo elandelayo iya kuba ukuvelisa i-algorithmic theory of mind ukuze module ubumnandi we-situational yeengxaki kunye nokubonisa umzimba wayo." DARPA, "I-Theory of Mind" Special Notice, ngoDisemba 2024 "Izici yeenkqubo elandelayo iya kuba ukuvelisa i-algorithmic theory of mind ukuze module ubumnandi we-situational yeengxaki kunye nokubonisa umzimba wayo." "Izici yeenkqubo elandelayo iya kuba ukuvelisa i-algorithmic theory of mind ukuze module ubumnandi we-situational yeengxaki kunye nokubonisa umzimba wayo." DARPA, "I-Theory of Mind" Special Notice, ngoDisemba 2024 NgoDisemba 2024, i-DARPA yasungula inkqubo efanayo ebizwa , leyo ilawulwa inyanga elandelayo. I-Theory ye-Mind Kallisti I-Theory ye-Mind Umgaqo we Yintoni ukuvelisa " "Ngokusho ngexesha elide . Theory of Mind izixhobo ezintsha zibonisa izibuyekezo zophuhliso zokhuseleko lwezizwe ukunceda iinkqubo zokukhuthaza okanye ukunceda iintshukumo zeengxaki Ukuhlaziywa Special izixhobo ezintsha zibonisa izibuyekezo zophuhliso zokhuseleko lwezizwe ukunceda iinkqubo zokukhuthaza okanye ukunceda iintshukumo zeengxaki DARPA never mentions who those “adversaries” are. In the case of a public health emergency, an adversary could be anyone who questions authoritative messaging. The Theory of Mind iinkqubo iya kuba " . ukhangela i-algorithms kunye ne-expertise yabantu ukufumana, kwimeko ye-modeling kunye ne-simulation, iindlela ezininzi zokusebenza kwi-scenaries ye-national security ngexabiso kunye ne-efficiency engaphezulu kakhulu kunokwenzeka ngoku. ukhangela i-algorithms kunye ne-expertise yabantu ukufumana, kwimeko ye-modeling kunye ne-simulation, iindlela ezininzi zokusebenza kwi-scenaries ye-national security ngexabiso kunye ne-efficiency engaphezulu kakhulu kunokwenzeka ngoku. “ Ngathi Ngokwenza oku, kubonelela abathengi abapheliyo iindlela ezininzi zokusetyenziswa kwicandelo kunye nokuvimbela ukuxhaswa okungagunyaziswanga. Ngokwenza oku, kubonelela abathengi abapheliyo iindlela ezininzi zokusetyenziswa kwicandelo kunye nokuvimbela ukuxhaswa okungagunyaziswanga. 
 
 
 "Ndiya kuthatha ukubuyekeza jikelele kwiinkqubo ezidlulileyo kunye neentlungu ezintsha zokusetyenziswa kwimiphumo ye-simulation, njani iinkqubo ze-simulation ziyafumaneka ngaphezu kwezindlela ze-modeling eziqhelekileyo, kwaye ukufumana njani iingxaki zithunyelwe ngaphakathi kunye phakathi kwabasetyhini, kuquka i-population-level dynamics." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 "Ndiya kuthatha ukubuyekeza jikelele kwiinkqubo ezidlulileyo kunye neentlungu ezintsha zokusetyenziswa kwimiphumo ye-simulation, njani iinkqubo ze-simulation ziyafumaneka ngaphezu kwezindlela ze-modeling eziqhelekileyo, kwaye ukufumana njani iingxaki zithunyelwe ngaphakathi kunye phakathi kwabasetyhini, kuquka i-population-level dynamics." "Ndiya kuthatha ukubuyekeza jikelele kwiinkqubo ezidlulileyo kunye neentlungu ezintsha zokusetyenziswa kwimiphumo ye-simulation, njani iinkqubo ze-simulation ziyafumaneka ngaphezu kwezindlela ze-modeling eziqhelekileyo, kwaye ukufumana njani iingxaki zithunyelwe ngaphakathi kunye phakathi kwabasetyhini, kuquka i-population-level dynamics." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 Zibonisa ukuba zonke iimodeli kunye ne-simulation kwiiprograms zihlanganisa "ukhuseleko lizwe", kodwa oku yintoni elikhulu kakhulu. I-DARPA ibhizinisi le-R&D ngenxa yobugcisa lizwe, ngoko ke i-Pentagon ibonise iingxaki zonyango kunye neengxaki zokusabela ngexesha elifanelekileyo, kwaye ngexesha elifanelekileyo ukucinga kunye nokuthintela isebenziswano yomntu? Ukuba kwaye xa isiphumo esilandelayo ivela, izindlela ezininzi ezininzi ze-Draconian kunye ne-Orwellian ezisetyenziswa kumazwe kunye ne-corporations ezisetyenziswa kwi-COVID. Kwaye i-AI, i-Machine Learning, kunye ne-military iya kuba ubungakanani ngakumbi kunokuba ngexesha elidlulileyo. Ukusetyenziswa kwamanzi emzimbeni ukuze ufunde malunga neengxaki; ukusuka ukuvelisa izidakamizwa ukuya kuxhomekeke iziphumo ze-lockdowns kunye ne-vaccine passports, ukusuka kwimodeli kunye nokuthandwa kwimveliso yabantu ukuya kuxhomekeka kwi-messaging strategies yokugcina wonke umntu ngokufanelekileyo - “improving preparedness for future public health emergencies” is becoming more militaristically algorithmic by the day. 
 
 
 "Ukuhlola izixazululo ezintsha ukucacisa ukucaciswa kwe-epidemic dynamics kunye nokuphucula ukucaciswa kwizixazululo zophando zophando zophando zophando." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 "Ukuhlola izixazululo ezintsha ukucacisa ukucaciswa kwe-epidemic dynamics kunye nokuphucula ukucaciswa kwizixazululo zophando zophando zophando zophando." "Ukuhlola izixazululo ezintsha ukucacisa ukucaciswa kwe-epidemic dynamics kunye nokuphucula ukucaciswa kwizixazululo zophando zophando zophando zophando." DARPA, Advanced Disease Outbreak Simulation Capabilities RFI, May 2025 
 
 Tim Hinchliffe, umbhali, I-The Sociable , Editor, The Sociable Tim Hinchliffe U-Tim Hinchliffe U-Tim Hinchliffe

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