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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
United States
all
06/19/2021
1581.551946
0
agreed
United States
Alabama
12/22/2020
1467.332334
1505.854414
amzn
United States
Alabama
12/23/2020
1210.165833
1228.553083
encino
United States
Alabama
12/24/2020
1381.272579
1387.309646
pua
United States
Alabama
12/25/2020
0
0
jellyfish
United States
Alabama
12/26/2020
830.7399183
816.9511948
mnster
United States
Alabama
12/27/2020
949.4680864
924.0626255
donkeys
United States
Alabama
12/28/2020
1016.35733
979.0476099
neurological
United States
Alabama
12/29/2020
1283.550958
1223.917848
mandible
United States
Alabama
12/30/2020
1011.864951
955.1860411
refurbishing
United States
Alabama
12/31/2020
1201.399036
1122.852119
spark
United States
Alabama
01/01/2021
0
0
omnicorp
United States
Alabama
01/02/2021
611.1525134
560.0825381
negro
United States
Alabama
01/03/2021
745.4339212
676.5613931
presenters
United States
Alabama
01/04/2021
823.8251335
740.5749871
cannibalized
United States
Alabama
01/05/2021
1116.520091
994.2052067
qumran
United States
Alabama
01/06/2021
831.8313514
733.7685041
tanna
United States
Alabama
01/07/2021
1041.066251
909.817989
kerman
United States
Alabama
01/08/2021
0
0
desolated
United States
Alabama
01/09/2021
413.2366469
354.561164
kasha
United States
Alabama
01/10/2021
563.8620974
479.4327557
lapham
United States
Alabama
01/11/2021
654.4166902
551.4511042
tain
United States
Alabama
01/12/2021
973.151103
812.7659774
waitlist
United States
Alabama
01/13/2021
675.914102
559.5558908
millennials
United States
Alabama
01/14/2021
905.1544308
742.8051619
asymptomatic
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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