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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
Sri Lanka
all
04/02/2021
939.1981786
924.3865317
floes
Sri Lanka
all
04/03/2021
948.30932
934.9596021
percentages
Sri Lanka
all
04/04/2021
957.1508169
941.2381869
awake
Sri Lanka
all
04/05/2021
964.4589711
945.9804431
cousineau
Sri Lanka
all
04/06/2021
957.9891246
937.2190365
re-take
Sri Lanka
all
04/07/2021
1002.57581
978.3240636
innie
Sri Lanka
all
04/08/2021
1058.199911
1029.961714
tatel
Sri Lanka
all
04/09/2021
966.6799322
938.4837377
snowshoeing
Sri Lanka
all
04/10/2021
979.7884131
948.7894822
vinegar
Sri Lanka
all
04/11/2021
988.5005728
954.7964896
incoherence
Sri Lanka
all
04/12/2021
995.6458895
959.2634935
delimited
Sri Lanka
all
04/13/2021
988.7600805
950.2236669
fry
Sri Lanka
all
04/14/2021
1033.847771
991.0514265
mn
Sri Lanka
all
04/15/2021
1090.148953
1042.39632
devore
Sri Lanka
all
04/16/2021
996.6547895
950.6090822
galaxies
Sri Lanka
all
04/17/2021
1009.687813
960.6323707
fulfillment
Sri Lanka
all
04/18/2021
1018.238077
966.3513384
michoacn
Sri Lanka
all
04/19/2021
1025.188936
970.5277255
in-car
Sri Lanka
all
04/20/2021
1017.855672
961.1944211
backpacks
Sri Lanka
all
04/21/2021
1063.412366
1001.729411
waals
Sri Lanka
all
04/22/2021
1120.35988
1052.767833
used-car
Sri Lanka
all
04/23/2021
1024.857698
960.6553654
milks
Sri Lanka
all
04/24/2021
1037.784813
970.3825499
tricking
Sri Lanka
all
04/25/2021
1046.143653
975.800947
utica
Sri Lanka
all
04/26/2021
1052.869859
979.6737159
gedney
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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