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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
05/22/2021
986.0317725
987.0403843
masterpieces
Sri Lanka
all
05/23/2021
986.5625941
991.1790034
escs
Sri Lanka
all
05/24/2021
985.5190192
993.760405
scarpetta
Sri Lanka
all
05/25/2021
971.1021416
982.8260475
ohhhh
Sri Lanka
all
05/26/2021
1007.538049
1021.772158
funicello
Sri Lanka
all
05/27/2021
1054.086427
1071.152935
blondness
Sri Lanka
all
05/28/2021
959.773309
977.3010817
lace-up
Sri Lanka
all
05/29/2021
965.7898002
985.4363561
verrone
Sri Lanka
all
05/30/2021
967.5472985
989.2504088
retraction
Sri Lanka
all
05/31/2021
967.7677946
991.5054057
h
Sri Lanka
all
06/01/2021
954.8128998
980.2433682
beatitudes
Sri Lanka
all
06/02/2021
990.3952201
1018.867524
presentable
Sri Lanka
all
06/03/2021
1035.932267
1067.913153
reassurances
Sri Lanka
all
06/04/2021
942.6004233
973.7095878
reins
Sri Lanka
all
06/05/2021
948.2024452
981.5264001
holiness
Sri Lanka
all
06/06/2021
949.6045278
985.019107
benjy
Sri Lanka
all
06/07/2021
949.4913898
986.9513504
dangle
Sri Lanka
all
06/08/2021
936.3951546
975.3681952
parachutist
Sri Lanka
all
06/09/2021
971.1417952
1013.674878
opm
Sri Lanka
all
06/10/2021
1015.687012
1062.39114
usc
Sri Lanka
all
06/11/2021
923.3576579
967.842978
bonobos
Sri Lanka
all
06/12/2021
928.5641694
975.3470824
ill-fitting
Sri Lanka
all
06/13/2021
929.6302577
978.5246232
gold-medal
Sri Lanka
all
06/14/2021
929.2056601
980.1431818
undermines
Sri Lanka
all
06/15/2021
915.9882195
968.2459084
palmistry
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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