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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
South Korea
all
06/06/2021
4564.398434
4482.448111
regimes
South Korea
all
06/07/2021
4620.690229
4556.860844
wegener
South Korea
all
06/08/2021
4666.247674
4621.272811
mortified
South Korea
all
06/09/2021
4844.213905
4817.922692
bateson
South Korea
all
06/10/2021
4806.7977
4801.123813
lord
South Korea
all
06/11/2021
4703.750161
4718.345865
pullers
South Korea
all
06/12/2021
4642.224276
4676.684762
madsen
South Korea
all
06/13/2021
4550.009777
4603.613091
hornet
South Korea
all
06/14/2021
4601.060603
4675.489373
jogged
South Korea
all
06/15/2021
4641.621832
4737.287098
patiently
South Korea
all
06/16/2021
4810.587283
4931.251459
porpoise
South Korea
all
06/17/2021
4770.427682
4911.609227
scrubber
South Korea
all
06/18/2021
4666.617783
4825.969538
bugged
South Sudan
all
06/19/2021
4603.148619
4781.472749
dimitri
South Sudan
all
12/22/2020
7.551899594
8.165011793
conservatives
South Sudan
all
12/23/2020
31.422015
33.93480058
x/y
South Sudan
all
12/24/2020
24.94226335
26.90657021
shirts
South Sudan
all
12/25/2020
18.58039818
20.02116103
brigham
South Sudan
all
12/26/2020
7.4741546
8.044677303
nita
South Sudan
all
12/27/2020
12.45235922
13.38785648
braver
South Sudan
all
12/28/2020
8.053408597
8.648734061
amini
South Sudan
all
12/29/2020
9.592363124
10.28992873
hotter
South Korea
all
03/20/2021
2559.606121
2597.818462
phobic
South Korea
all
03/21/2021
2491.354404
2534.179812
intuitively
South Korea
all
03/22/2021
2565.500689
2615.426151
califano
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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