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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
Wisconsin
02/09/2021
470.729813
485.1750757
exhibits
United States
Wisconsin
02/10/2021
196.8236771
202.8737706
six-string
United States
Wisconsin
02/11/2021
128.4209253
131.3528903
free-form
United States
Wisconsin
02/12/2021
0
0
sagacious
United States
Wisconsin
02/13/2021
183.2952967
184.6468985
d-mich
United States
Wisconsin
02/14/2021
0
0
fritsche
United States
Wisconsin
02/15/2021
0
0
sneezed
United States
Wisconsin
02/16/2021
420.4192382
414.1318446
gloating
United States
Wisconsin
02/17/2021
139.8891415
136.7864441
line-of-sight
United States
Wisconsin
02/18/2021
72.03334469
69.92283159
sudley
United States
Wisconsin
02/19/2021
0
0
loosened
United States
Wisconsin
02/20/2021
133.3181453
127.5546135
bhutto
United States
Wisconsin
02/21/2021
0
0
thus
United States
Wisconsin
02/22/2021
0
0
brack
United States
Wisconsin
02/23/2021
385.502611
361.0633689
sls
United States
Wisconsin
02/24/2021
94.00961238
87.43554957
foreign-policy
United States
Wisconsin
02/25/2021
26.05312583
24.06336903
be
United States
Wisconsin
02/26/2021
0
0
combat
United States
Wisconsin
02/27/2021
93.2442142
84.94588774
clip-clop
United States
Wisconsin
02/28/2021
0
0
eilene
United States
Wisconsin
03/01/2021
0
0
sweetgrass
United States
Wisconsin
03/02/2021
360.1066268
321.4687816
sfi
United States
Wisconsin
03/03/2021
57.08732462
50.62314078
eros
United States
Wisconsin
03/04/2021
0
0
builds
United States
Wisconsin
03/05/2021
0
0
thi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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