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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
Somalia
all
06/16/2021
0
0
sed
Somalia
all
06/17/2021
0
0
woburn
Somalia
all
06/18/2021
0
0
misery
South Africa
all
06/19/2021
0
0
brasileiro
South Africa
all
12/22/2020
3393.943403
3185.522274
meta-ethical
South Africa
all
12/23/2020
4135.19928
3888.51396
devon
South Africa
all
12/24/2020
3883.641954
3658.803529
waynes
South Africa
all
12/25/2020
4149.34911
3916.463573
monetarily
South Africa
all
12/26/2020
3914.317066
3701.569057
inconveniences
South Africa
all
12/27/2020
3195.528627
3027.539666
shadowy
South Africa
all
12/28/2020
2875.805506
2729.766222
jerick
South Africa
all
12/29/2020
3405.531356
3238.703496
degrade
South Africa
all
12/30/2020
4132.974105
3937.956419
modelled
South Africa
all
12/31/2020
3880.409809
3704.326753
zonealarm
South Africa
all
01/01/2021
4138.569518
3958.284325
league-high
South Africa
all
01/02/2021
3902.616954
3739.721546
barbieri
South Africa
all
01/03/2021
3189.531626
3062.234439
oleg
South Africa
all
01/04/2021
2870.722158
2761.419908
dome-shaped
South Africa
all
01/05/2021
3390.389595
3267.550072
injury-free
South Africa
all
01/06/2021
4105.034093
3963.897013
schumaker
South Africa
all
01/07/2021
3852.473084
3727.174767
firearms
South Africa
all
01/08/2021
4104.059673
3978.230728
tumbler
Somalia
all
03/30/2021
0
0
asia-pacific
Somalia
all
03/31/2021
0
0
spivak
Somalia
all
04/01/2021
0
0
profit
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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