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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 States
Kentucky
06/09/2021
0
0
hcr
United States
Kentucky
06/10/2021
0
0
stasia
United States
Kentucky
06/11/2021
1052.554121
1004.392038
soho
United States
Kentucky
06/12/2021
0
0
souza
United States
Kentucky
06/13/2021
0
0
stop
United States
Kentucky
06/14/2021
0
0
hound
United States
Kentucky
06/15/2021
0
0
trobe
United States
Kentucky
06/16/2021
0
0
tens
United States
Kentucky
06/17/2021
0
0
tariq
United States
Kentucky
06/18/2021
989.2335965
948.4610591
rigby
United States
Kentucky
06/19/2021
0
0
miffed
United States
Louisiana
12/22/2020
1942.536496
1940.028067
weren't
United States
Louisiana
12/23/2020
0
0
microclimate
United States
Louisiana
12/24/2020
0
0
pungency
United States
Louisiana
12/25/2020
3683.63112
3676.730209
ensor
United States
Louisiana
12/26/2020
0
0
bots
United States
Louisiana
12/27/2020
404.7818383
403.8665952
millers
United States
Louisiana
12/28/2020
0
0
mallick
United States
Louisiana
12/29/2020
1691.413417
1686.933785
rajiv
United States
Louisiana
12/30/2020
0
0
fi-om
United States
Louisiana
12/31/2020
0
0
recurred
United States
Louisiana
01/01/2021
3443.127883
3432.010171
greyhound
United States
Louisiana
01/02/2021
0
0
aran
United States
Louisiana
01/03/2021
165.9938759
165.3937112
antsy
United States
Louisiana
01/04/2021
0
0
astm
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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