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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
Tunisia
all
01/02/2021
1073.440298
1081.257318
petitioning
Tunisia
all
01/03/2021
1134.540941
1146.366902
ssds
Tunisia
all
01/04/2021
392.4146336
397.7454183
cruickshank
Tunisia
all
01/05/2021
808.9338453
822.4959597
nye
Tunisia
all
01/06/2021
908.2273088
926.3612409
federalize
Tunisia
all
01/07/2021
987.8807438
1010.787114
depressing
Tunisia
all
01/08/2021
1113.746505
1143.181582
celadon
Tunisia
all
01/09/2021
1032.1422
1062.787521
honk
Tunisia
all
01/10/2021
1091.642399
1127.638098
psii
Tunisia
all
01/11/2021
365.4496183
378.7073254
dbq
Tunisia
all
01/12/2021
772.9379241
803.5485109
forgione
Tunisia
all
01/13/2021
869.8933129
907.2547255
carefully
Tunisia
all
01/14/2021
947.5623537
991.4511191
churchgoer
Tunisia
all
01/15/2021
1070.354137
1123.558768
preposition
Tunisia
all
01/16/2021
993.9600801
1042.796653
volkl
Tunisia
all
01/17/2021
1056.034086
1107.314884
copan
Tunisia
all
01/18/2021
341.6159787
358.0090641
brothel
Tunisia
all
01/19/2021
747.4361041
782.8754831
yakuza
Tunisia
all
01/20/2021
846.70553
886.3676982
sense-data
Tunisia
all
01/21/2021
927.3773793
970.2888844
snarkiness
Tunisia
all
01/22/2021
1053.904988
1102.069999
devin
Tunisia
all
01/23/2021
976.822568
1020.908211
scammer
Tunisia
all
01/24/2021
1038.776063
1085.066526
furterer
Tunisia
all
01/25/2021
321.2323052
335.3645831
ardoin
Tunisia
all
01/26/2021
728.5892716
760.2289993
invitations
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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