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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
United Arab Emirates
all
03/16/2021
996.5601019
947.6034726
self-insurance
United Arab Emirates
all
03/17/2021
960.6995762
920.9864401
harnad
United Arab Emirates
all
03/18/2021
948.0191935
916.3352418
genitalia
United Arab Emirates
all
03/19/2021
904.2039398
881.2616958
warsh
United Arab Emirates
all
03/20/2021
852.026169
837.3803854
malden
United Arab Emirates
all
03/21/2021
831.2749189
823.9037854
croquet
United Arab Emirates
all
03/22/2021
668.0334858
667.7642504
waal
United Arab Emirates
all
03/23/2021
882.1663938
889.4063541
nouns
United Arab Emirates
all
03/24/2021
848.4148753
862.8096659
safarov
United Arab Emirates
all
03/25/2021
836.5547984
858.2047539
yapping
United Arab Emirates
all
03/26/2021
795.3906777
823.1901668
homepage
United Arab Emirates
all
03/27/2021
746.419024
779.3983612
contractually
United Arab Emirates
all
03/28/2021
727.0870367
766.0460275
royalties
Ukraine
all
06/17/2021
707.35535
640.5340023
wardship
Ukraine
all
06/18/2021
1506.746373
1358.125759
brittle
United Arab Emirates
all
06/19/2021
1463.480066
1313.079859
repositioning
United Arab Emirates
all
12/22/2020
1319.691778
1386.241251
mashi
United Arab Emirates
all
12/23/2020
1296.292866
1369.150591
non-touch
United Arab Emirates
all
12/24/2020
1293.410645
1373.660572
nadler
United Arab Emirates
all
12/25/2020
1261.864505
1347.609056
sherrington
United Arab Emirates
all
12/26/2020
1221.964703
1312.295019
pho
United Arab Emirates
all
12/27/2020
1210.097282
1306.857715
readjusts
United Arab Emirates
all
12/28/2020
1066.712641
1158.522295
abita
United Arab Emirates
all
12/29/2020
1269.248359
1386.329247
outfitting
United Arab Emirates
all
12/30/2020
1245.319045
1367.972199
tendencies
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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