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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
Delaware
01/30/2021
56.60032121
54.04880279
torkel
United States
Delaware
01/31/2021
139.5857929
133.1474893
hinky
United States
Delaware
02/01/2021
0
0
sword
United States
Delaware
02/02/2021
8.256012727
7.858014715
nathalie
United States
Delaware
02/03/2021
0
0
dissonant
United States
Delaware
02/04/2021
136.9372496
130.0519521
leet
United States
Delaware
02/05/2021
136.4413683
129.4400016
crake
United States
Delaware
02/06/2021
34.48188855
32.6769242
dumbwaiter
United States
Delaware
02/07/2021
119.1114461
112.7539644
talkback
United States
Delaware
02/08/2021
0
0
misfortunes
United States
Delaware
02/09/2021
0
0
coolmax
United States
Delaware
02/10/2021
0
0
dellinger
United States
Delaware
02/11/2021
117.6802259
110.9036013
for
United States
Delaware
02/12/2021
118.0788902
111.1453315
attempted
United States
Delaware
02/13/2021
16.16851708
15.20080505
staining
United States
Delaware
02/14/2021
102.3380703
96.09741118
oiled
United States
Delaware
02/15/2021
0
0
thatcherism
United States
Delaware
02/16/2021
0
0
steroids
United States
Delaware
02/17/2021
0
0
fetzer
United States
Delaware
02/18/2021
101.6414874
94.98695927
hindenburg
United States
Delaware
02/19/2021
102.7985676
95.95358799
hemophiliacs
United States
Delaware
02/20/2021
0.753630178
0.7026098563
joss
United States
Delaware
02/21/2021
88.37220477
82.2913271
risk-based
United States
Delaware
02/22/2021
0
0
tenderest
United States
Delaware
02/23/2021
0
0
riskiest
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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