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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
Nevada
04/11/2021
0
0
impure
United States
Nevada
04/12/2021
0
0
scaled-down
United States
Nevada
04/13/2021
0
0
condensed
United States
Nevada
04/14/2021
216.4374262
213.6629223
aggressors
United States
Nevada
04/15/2021
0
0
either
United States
Nevada
04/16/2021
0
0
mycelium
United States
Nevada
04/17/2021
32.69267974
32.08336775
colonia
United States
Nevada
04/18/2021
0
0
scoff
United States
Nevada
04/19/2021
0
0
karai
United States
Nevada
04/20/2021
0
0
liberate
United States
Nevada
04/21/2021
204.0911459
198.7256234
ganged
United States
Nevada
04/22/2021
0
0
sudafed
United States
Nevada
04/23/2021
0
0
gibson
United States
Nevada
04/24/2021
18.63418114
18.03879714
redemption
United States
Nevada
04/25/2021
0
0
slough
United States
Nevada
01/16/2021
797.5121093
824.2945596
ruffly
United States
Nevada
01/17/2021
0
0
out-sized
United States
Nevada
01/18/2021
0
0
arcane
United States
Nevada
01/19/2021
711.6894061
731.8039716
ffs
United States
Nevada
01/20/2021
882.2539044
905.6355247
transvaal
United States
Nevada
01/21/2021
278.8340313
285.7343891
thwacked
United States
Nevada
01/22/2021
0
0
overextension
United States
Nevada
01/23/2021
655.5288052
669.4622089
blaster
United States
Nevada
01/24/2021
0
0
eglin
United States
Nevada
01/25/2021
0
0
concluding
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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