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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
06/16/2021
1168.582265
1142.919848
harbin
Uganda
all
06/17/2021
902.9270941
880.0351299
witcher
Uganda
all
06/18/2021
1161.768433
1128.3997
lathon
Ukraine
all
06/19/2021
1044.121344
1010.637992
borehole
Ukraine
all
12/22/2020
11417.29816
11604.12063
snobby
Ukraine
all
12/23/2020
12618.37274
12872.23122
remic
Ukraine
all
12/24/2020
13649.847
13976.09292
suitcases
Ukraine
all
12/25/2020
14122.33001
14513.68993
mandibles
Ukraine
all
12/26/2020
13857.36624
14294.58939
shithead
Ukraine
all
12/27/2020
10333.74208
10699.7634
worsening
Ukraine
all
12/28/2020
7154.087283
7435.367956
electorally
Ukraine
all
12/29/2020
9944.129279
10374.1571
afvs
Ukraine
all
12/30/2020
11103.19251
11627.27533
creditor
Ukraine
all
12/31/2020
12096.49677
12715.69129
roch
Ukraine
all
01/01/2021
12545.21922
13237.78082
caption
Ukraine
all
01/02/2021
12276.7511
13004.18967
prentice
Ukraine
all
01/03/2021
8837.547145
9397.252415
gibberish
Ukraine
all
01/04/2021
5741.832044
6129.081256
ridder
Ukraine
all
01/05/2021
8465.33376
9071.335232
dink
Ukraine
all
01/06/2021
9596.784684
10323.84939
managerialism
Ukraine
all
01/07/2021
10565.84856
11410.78866
amesbury
Ukraine
all
01/08/2021
11004.21611
11930.87802
tact
Uganda
all
03/30/2021
679.5318173
661.3626103
aww
Uganda
all
03/31/2021
905.1261243
885.2853851
fdca
Uganda
all
04/01/2021
633.6812658
622.8737879
unfolds
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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