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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
04/02/2021
882.0528063
871.3437341
numerology
Uganda
all
04/03/2021
759.50987
754.0583299
savory
Uganda
all
04/04/2021
599.909584
598.9145239
cuaron
Uganda
all
04/05/2021
709.597427
712.3804993
eisenberg
Uganda
all
04/06/2021
678.4700698
684.959985
shivering
Uganda
all
04/07/2021
895.2404456
908.913267
web
Uganda
all
04/08/2021
633.1821268
646.5074231
jehu
Uganda
all
04/09/2021
871.5806507
895.0114827
abstracts
Uganda
all
04/10/2021
753.0401867
777.7312286
elearning
Uganda
all
04/11/2021
599.372802
622.6057633
carpetbaggers
Uganda
all
04/12/2021
704.5395582
736.1066428
sanded
Uganda
all
04/13/2021
674.3696698
708.707995
frequencies
Uganda
all
04/14/2021
882.301829
932.6856658
biking
Uganda
all
04/15/2021
630.3360577
670.276728
mini-city
Uganda
all
04/16/2021
858.9412775
918.8075527
k-mart
Uganda
all
04/17/2021
744.837796
801.5254
proctor
Uganda
all
04/18/2021
597.0926956
646.4090602
endoplasmic
Uganda
all
04/19/2021
697.7287596
759.9380253
janis
Uganda
all
04/20/2021
668.5068204
732.5533223
seam
Uganda
all
04/21/2021
867.5905758
956.5468437
schule
Uganda
all
04/22/2021
625.7097519
694.1266619
gbc
Uganda
all
04/23/2021
844.5126428
942.6770078
weldon
Uganda
all
04/24/2021
734.8374326
825.3834647
drama
Uganda
all
04/25/2021
593.0071704
670.2690404
reprint
Uganda
all
04/26/2021
689.1030246
783.8181145
cherish
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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