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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
Spain
all
01/22/2021
1430.226052
1510.245478
prodigies
Spain
all
01/23/2021
0
0
res
Spain
all
01/24/2021
0
0
adeline
Spain
all
01/25/2021
10231.6043
10775.10191
qari
Spain
all
01/26/2021
1463.843335
1540.226323
affords
Spain
all
01/27/2021
0
0
financialization
Spain
all
01/28/2021
2108.597137
2214.670765
carpool
Spain
all
01/29/2021
905.3995993
950.0997076
afforded
Spain
all
01/30/2021
0
0
illness
Spain
all
01/31/2021
0
0
zest
Spain
all
02/01/2021
9778.738751
10234.19696
smiling
Spain
all
02/02/2021
970.6194465
1014.926551
donation
Spain
all
02/03/2021
0
0
mdgs
Spain
all
02/04/2021
1635.878666
1707.525254
patrimony
Spain
all
02/05/2021
441.3606114
460.2834301
prickly
Spain
all
02/06/2021
0
0
izzie
Spain
all
02/07/2021
0
0
necco
Spain
all
02/08/2021
9385.025217
9761.496711
horror-movie
Spain
all
02/09/2021
535.1821799
556.1599216
wafting
Spain
all
02/10/2021
0
0
dunsmuir
Spain
all
02/11/2021
1216.979203
1264.864353
boulanger
Spain
all
02/12/2021
31.70595075
32.98734572
siebel
Spain
all
02/13/2021
0
0
undulated
Spain
all
02/14/2021
0
0
replicates
Spain
all
02/15/2021
8958.489514
9349.352132
toots
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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