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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
Ukraine
all
04/15/2021
2203.083376
2038.531278
webster
Ukraine
all
04/16/2021
2932.745583
2717.381823
tgv
Ukraine
all
04/17/2021
2840.370833
2635.372162
propagates
Ukraine
all
04/18/2021
0
0
protect
Ukraine
all
04/19/2021
0
0
qasim
Ukraine
all
04/20/2021
0
0
rehospitalization
Ukraine
all
04/21/2021
590.1792143
550.5812491
redeem
Ukraine
all
04/22/2021
1941.999886
1814.184213
marxist
Ukraine
all
04/23/2021
2671.450397
2499.049108
povich
Ukraine
all
04/24/2021
2586.368121
2422.78192
honors
Ukraine
all
04/25/2021
0
0
hispanola
Ukraine
all
04/26/2021
0
0
superposition
Ukraine
all
04/27/2021
0
0
inigo
Ukraine
all
01/18/2021
3289.081313
3591.689433
blazed
Ukraine
all
01/19/2021
6053.288002
6565.359444
venues
Ukraine
all
01/20/2021
7278.832067
7841.368652
tasks
Ukraine
all
01/21/2021
8363.197705
8949.221681
rother
Ukraine
all
01/22/2021
8926.364768
9488.328846
self-actualized
Ukraine
all
01/23/2021
8780.848061
9271.990188
kitzhaber
Ukraine
all
01/24/2021
5420.18031
5685.787082
motivational
Ukraine
all
01/25/2021
2356.269954
2455.6189
righty
Ukraine
all
01/26/2021
5263.90798
5450.316688
non-internet
Ukraine
all
01/27/2021
6555.308075
6743.763127
spaar
Ukraine
all
01/28/2021
7696.975082
7867.613629
switzer
Ukraine
all
01/29/2021
8291.642125
8421.607507
labute
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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