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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
South Korea
all
04/17/2021
3184.770651
3350.461121
ics
South Korea
all
04/18/2021
3124.812852
3288.394009
edification
South Korea
all
04/19/2021
3202.557988
3371.244845
thrashed
South Korea
all
04/20/2021
3271.275735
3444.640816
winches
South Korea
all
04/21/2021
3465.979462
3650.785484
isar
South Korea
all
04/22/2021
3458.978378
3644.531913
symptomatic
South Korea
all
04/23/2021
3389.584858
3572.514846
wnbc
South Korea
all
04/24/2021
3359.175145
3541.553785
burkean
South Korea
all
04/25/2021
3299.081269
3479.268226
buble
South Korea
all
04/26/2021
3376.398886
3561.905474
lightens
South Korea
all
04/27/2021
3444.640774
3635.016324
one-month
South Korea
all
04/28/2021
3638.53561
3840.810535
zeitgeist
South Korea
all
04/29/2021
3631.036892
3834.07659
grills
South Korea
all
04/30/2021
3580.074078
3761.544076
buckley
South Korea
all
05/01/2021
3567.70328
3730.074784
befuddled
South Korea
all
05/02/2021
3524.915051
3667.268274
oxoid
South Korea
all
05/03/2021
3621.512899
3749.382255
drinkin
South Korea
all
05/04/2021
3709.56691
3821.896219
oswego
South Korea
all
05/05/2021
3927.648328
4027.026749
egyptologist
South Korea
all
05/06/2021
3939.237246
4019.485225
whacked
South Korea
all
05/07/2021
3885.935483
3946.120193
jere
South Korea
all
05/08/2021
3872.567137
3913.812822
aban
South Korea
all
01/29/2021
1636.134168
1539.597373
opinionated
South Korea
all
01/30/2021
1597.165109
1500.140728
keiji
South Korea
all
01/31/2021
1524.594141
1429.327892
vehemence
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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