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In 2020, HALO AI entered and placed as a 2nd-Round Finalist in the Pandemic Response X-Prize, as the sole quantum competitor, and the only competitor that did not use healthcare data as a key variable in its algorithm.
The HALO model was generated via algorithms created by HALO AI, and implemented on the D-Wave Quantum Computing Platform.


Utilizing D-Wave, HALO was able to generate a predictive model of Covid transmission sufficiently accurate to progress beyond the elimination round, and to achieve superior results relative to most models submitted utilizing classical computing. This model is an example of hybrid-quantum computing, where an AI utilizing one variety of quantum inputs - the environmental pattern sampling of AEM, HALO's MTJ-TRNG array - creates an algorithm that is run on a D-Wave quantum computer. The team believes that this is a truly novel example of a new, practical use of MTJ - TRNG technology.

(Magnetoresistive Tunnel Junction - True Random Number Generator)

 

 

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H.A.L.O. QI - Predicted Weekly New COVID-19 Cases By Country

Effects of Non-Pharmaceutical Interventions (NPIs) on Global New COVID-19 Cases Per 30 Days
Oxford Government Response Tracker Database
235 Global Regions with 14 Specialty Regions

Control

vs

Blockchain

AI-Predicted Daily New COVID-19 Cases By Country

Country
Region
Date
Predicted Daily New Cases
Daily New Cases Pre-H.A.L.O.
Words
Vanuatu
all
12/26/2020
0
0
lives
Vanuatu
all
12/27/2020
0
0
dakin
Vanuatu
all
12/28/2020
0
0
nt
Vanuatu
all
12/29/2020
0
0
typhoid
Vanuatu
all
12/30/2020
0
0
double
Vanuatu
all
12/31/2020
0
0
becuz
Vanuatu
all
01/01/2021
0
0
grrrr
Vanuatu
all
01/02/2021
0
0
transportable
Vanuatu
all
01/03/2021
0
0
juana
Vanuatu
all
01/04/2021
0
0
lipoic
Vanuatu
all
01/05/2021
0
0
meadowlark
Vanuatu
all
01/06/2021
0
0
two-tier
Vanuatu
all
01/07/2021
0
0
webkit
Uzbekistan
all
03/29/2021
771.8063092
714.0209677
red-skinned
Uzbekistan
all
03/30/2021
749.8314835
693.0139674
midcap
Uzbekistan
all
03/31/2021
797.701246
736.5371827
ret
Uzbekistan
all
04/01/2021
747.4215322
689.4400592
energise
Uzbekistan
all
04/02/2021
676.5691222
623.4763692
imap
Uzbekistan
all
04/03/2021
799.3343511
735.8912326
bigtime
Uzbekistan
all
04/04/2021
750.1664675
693.3057475
reoccupied
Uzbekistan
all
04/05/2021
835.8709431
775.5234293
mesoamerica
Uzbekistan
all
04/06/2021
810.7699457
755.1765017
gaping
Uzbekistan
all
04/07/2021
854.8586979
799.3683252
parchin
Uzbekistan
all
04/08/2021
802.0426086
752.9367763
sars
Uzbekistan
all
04/09/2021
729.6131934
687.652402
bnl
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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