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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
United States
Virginia
01/06/2021
1664.387941
1690.810194
revive
United States
Virginia
01/07/2021
1490.521265
1502.76452
vigour
United States
Virginia
01/08/2021
384.9095879
385.1666217
ravi
United States
Virginia
01/09/2021
1980.396817
1966.996669
corsica
United States
Virginia
01/10/2021
1070.939818
1055.849288
ives
United States
Virginia
01/11/2021
560.2764958
548.3380052
surrealism
United States
Virginia
01/12/2021
1347.031381
1308.747938
hartnett
United States
Virginia
01/13/2021
1490.326449
1437.523641
hisp
United States
Virginia
01/14/2021
1310.122218
1254.652035
sioux
United States
Virginia
01/15/2021
149.8178011
142.4541427
abrasively
United States
Virginia
01/16/2021
1817.162376
1730.718851
kearney
United States
Virginia
01/17/2021
864.263882
824.5205298
uncashed
United States
Virginia
01/18/2021
337.7650318
322.770118
cheeriness
United States
Virginia
01/19/2021
1138.015034
1089.309691
control
United States
Virginia
01/20/2021
1276.072795
1223.502221
workaholic
United States
Virginia
01/21/2021
1089.014758
1045.900178
kazimir
United States
Virginia
01/22/2021
0
0
murderous
United States
Virginia
01/23/2021
1589.231925
1531.446165
bayonets
United States
Virginia
01/24/2021
652.8162585
630.1388364
consummation
United States
Virginia
01/25/2021
138.4468331
133.8629443
westpac
United States
Virginia
01/26/2021
935.5500329
906.1032001
telstar
United States
Virginia
01/27/2021
1077.508732
1045.360252
bluebell
United States
Virginia
01/28/2021
897.9597966
872.6455152
clam
United States
Virginia
01/29/2021
0
0
conceiving
United States
Virginia
01/30/2021
1397.659078
1362.879738
ordine
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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