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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
Uganda
all
05/22/2021
860.1404916
920.2067042
safaris
Uganda
all
05/23/2021
717.4730678
765.0048167
cleanshaven
Uganda
all
05/24/2021
826.71782
878.5435727
calibrated
Uganda
all
05/25/2021
803.5600723
851.0922556
collapse
Uganda
all
05/26/2021
1018.818465
1075.03106
knuckles
Uganda
all
05/27/2021
772.8164154
812.4049932
procrastinate
Uganda
all
05/28/2021
1012.994287
1060.916886
digs
Uganda
all
05/29/2021
904.1579817
943.4151395
halpert
Uganda
all
05/30/2021
758.1728605
788.1645544
most-famous
Uganda
all
05/31/2021
870.5749838
901.6768896
faded
Uganda
all
06/01/2021
847.1392963
874.1814259
goldsboro
Uganda
all
06/02/2021
1068.018943
1098.078915
leiva
Uganda
all
06/03/2021
815.483297
835.3785745
ziyad
Uganda
all
06/04/2021
1061.897125
1083.852406
sutherland
Uganda
all
06/05/2021
950.141518
966.2759428
mothur
Uganda
all
06/06/2021
800.3114628
810.9662284
fastness
Uganda
all
06/07/2021
915.5853247
924.4407133
tuzman
Uganda
all
06/08/2021
891.4907036
896.889991
incognita
Uganda
all
06/09/2021
1117.977171
1120.735117
months
Uganda
all
06/10/2021
858.8909558
857.9486385
gpa
Uganda
all
06/11/2021
1111.526391
1106.373444
rashes
Uganda
all
06/12/2021
996.8343218
988.7103988
appreciable
Uganda
all
06/13/2021
843.1424539
833.3292846
pan
Uganda
all
06/14/2021
961.2734778
946.7549577
brainstorming
Uganda
all
06/15/2021
936.50397
919.1375924
retarded
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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