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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
03/08/2021
927.2986408
875.1040074
undersized
Sri Lanka
all
03/09/2021
917.4872058
867.2728929
pecans
Sri Lanka
all
03/10/2021
960.3656189
909.3043051
deodorants
Sri Lanka
all
03/11/2021
1014.267111
961.9290917
noninferior
Sri Lanka
all
03/12/2021
917.4085525
871.5107792
blemishes
Sri Lanka
all
03/13/2021
927.7222478
882.771707
rathbun
Sri Lanka
all
03/14/2021
933.5064474
889.7528921
paredes
Sri Lanka
all
03/15/2021
937.670781
895.2108212
macari
Sri Lanka
all
03/16/2021
927.7085291
887.1775602
low-slung
Sri Lanka
all
03/17/2021
969.8286421
929.0076135
poked
Sri Lanka
all
03/18/2021
1022.827799
981.41631
rocca
Sri Lanka
all
03/19/2021
926.795226
890.7631346
solid-fuel
Sri Lanka
all
03/20/2021
936.7201765
901.8145575
fourth-generation
Sri Lanka
all
03/21/2021
942.1644391
908.5821919
skimpy
Sri Lanka
all
03/22/2021
946.0021896
913.8207783
rampart
Sri Lanka
all
03/23/2021
935.8749413
905.5643453
fouhy
Sri Lanka
all
03/24/2021
977.2236577
947.1730114
mid-western
Sri Lanka
all
03/25/2021
1029.306939
999.3447424
fervor
Sri Lanka
all
03/26/2021
934.0871933
908.4356817
migoya
Sri Lanka
all
03/27/2021
943.6104911
919.2573538
pershing
Sri Lanka
all
03/28/2021
948.700654
925.7898019
continental
Sri Lanka
all
03/29/2021
952.2003667
930.789845
tajikistan
Spain
all
06/18/2021
0
0
sightlines
Sri Lanka
all
06/19/2021
0
0
maurier
Sri Lanka
all
12/22/2020
632.5744492
587.1164362
duration
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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