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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
Montana
02/05/2021
0
0
holed
United States
Montana
02/06/2021
107.4271768
102.7173665
rutabagas
United States
Montana
02/07/2021
46.90067223
44.6817089
risch
United States
Montana
02/08/2021
0
0
coordinator
United States
Montana
02/09/2021
0.9029490999
0.8540299136
guts
United States
Montana
02/10/2021
9.252604291
8.719906592
irreparably
United States
Montana
02/11/2021
120.0624423
113.2688487
marlene
United States
Montana
02/12/2021
0
0
all-consuming
United States
Montana
02/13/2021
91.74848062
86.73903114
wasik
United States
Montana
02/14/2021
31.3049547
29.62686319
except
United States
Montana
02/15/2021
0
0
sub-zero
United States
Montana
02/16/2021
0
0
weblike
United States
Montana
02/17/2021
0
0
mechanics
United States
Montana
02/18/2021
104.8668782
99.66516261
irreparably
United States
Montana
02/19/2021
0
0
botulinum
United States
Montana
02/20/2021
77.61417279
73.92055259
robach
United States
Montana
02/21/2021
18.41225003
17.55461591
fasullo
United States
Montana
02/22/2021
0
0
owls
United States
Montana
02/23/2021
0
0
red-hot
United States
Montana
02/24/2021
0
0
distributes
United States
Montana
02/25/2021
92.22794746
88.30658507
one-and-a-half
United States
Montana
02/26/2021
0
0
axtell
United States
Montana
02/27/2021
65.88851389
63.22171165
colour
United States
Montana
02/28/2021
7.789539113
7.482246927
lorena
United States
Montana
03/01/2021
0
0
volga
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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