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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
New York
05/11/2021
0
0
attracting
United States
New York
05/12/2021
0
0
sprouted
United States
New York
05/13/2021
0
0
crf
United States
New York
05/14/2021
1027.100983
1050.393778
offs
United States
New York
05/15/2021
0
0
lags
United States
New York
05/16/2021
0
0
ruhr
United States
New York
05/17/2021
0
0
scathingly
United States
New York
05/18/2021
0
0
shura
United States
New York
05/19/2021
0
0
pae
United States
New York
05/20/2021
0
0
ganon
United States
New York
05/21/2021
981.5462322
1007.516145
hydraulics
United States
New York
05/22/2021
0
0
flatter
United States
New York
05/23/2021
0
0
revolutionaries
United States
New York
05/24/2021
0
0
rosey
United States
New York
05/25/2021
0
0
wafer
United States
New York
02/15/2021
1085.49632
1071.030182
formidably
United States
New York
02/16/2021
0
0
traipse
United States
New York
02/17/2021
545.6691253
544.3485105
exempting
United States
New York
02/18/2021
739.8605964
742.1719465
primavera
United States
New York
02/19/2021
2022.278106
2039.933028
unemployment
United States
New York
02/20/2021
0
0
fina
United States
New York
02/21/2021
259.0935596
264.3098092
staffordshire
United States
New York
02/22/2021
864.5923496
887.0122159
smattering
United States
New York
02/23/2021
0
0
mindell
United States
New York
02/24/2021
353.9602179
367.3144554
types
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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