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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
01/17/2021
745.8417286
698.4630118
devote
Sri Lanka
all
01/18/2021
753.6677661
704.9383379
crittercam
Sri Lanka
all
01/19/2021
747.0950511
697.9465074
doughnut
Sri Lanka
all
01/20/2021
793.941341
740.816111
rearing
Sri Lanka
all
01/21/2021
852.3622683
794.369524
signifies
Sri Lanka
all
01/22/2021
757.3738654
704.9943861
kelsen
Sri Lanka
all
01/23/2021
771.3494594
717.1403165
alibaba
Sri Lanka
all
01/24/2021
780.7876567
725.0436293
asylees
Sri Lanka
all
01/25/2021
788.6329752
731.4506044
garth
Sri Lanka
all
01/26/2021
781.9557082
724.388786
immortalized
Sri Lanka
all
01/27/2021
829.1490005
767.1888147
two-month
Sri Lanka
all
01/28/2021
888.0028314
820.6628413
schurman
Sri Lanka
all
01/29/2021
792.1372052
731.193276
detours
Sri Lanka
all
01/30/2021
806.1776881
743.2664479
exceptionally
Sri Lanka
all
01/31/2021
815.6390316
751.0940967
mesenchymal
Sri Lanka
all
02/01/2021
823.4883247
757.4204108
groundout
Sri Lanka
all
02/02/2021
816.6926247
750.2776607
hookfang
Sri Lanka
all
02/03/2021
864.2178577
792.9961062
lunacy
Sri Lanka
all
02/04/2021
923.4870462
846.3766526
leets
Sri Lanka
all
02/05/2021
826.7266299
756.7988296
gbowee
Sri Lanka
all
02/06/2021
840.8151054
768.7856997
cooperation
Sri Lanka
all
02/07/2021
850.2805415
776.5222511
packinghouse
Spain
all
04/29/2021
0
0
quarter-million
Spain
all
04/30/2021
0
0
loan
Spain
all
05/01/2021
0
0
collaborative
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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