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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
Alabama
05/20/2021
86.74334498
84.72150813
mckean
United States
Alabama
05/21/2021
0
0
uruguayans
United States
Alabama
05/22/2021
0
0
oration
United States
Alabama
05/23/2021
0
0
bollywood
United States
Alabama
05/24/2021
0
0
grc
United States
Alabama
05/25/2021
89.39990534
87.22435716
condors
United States
Alabama
05/26/2021
0
0
tonsils
United States
Alabama
05/27/2021
78.1532145
76.21413702
youngman
United States
Alabama
05/28/2021
0
0
cramming
United States
Alabama
05/29/2021
0
0
rudy
United States
Alabama
05/30/2021
0
0
bangladesh
United States
Alabama
05/31/2021
0
0
terrycloth
United States
Alabama
06/01/2021
81.24772659
79.13530709
fur
United States
Alabama
06/02/2021
0
0
phoebes
United States
Alabama
06/03/2021
70.38633963
68.52290857
glioblastoma
United States
Alabama
06/04/2021
0
0
landlord
United States
Alabama
06/05/2021
0
0
agudelo
United States
Alabama
06/06/2021
0
0
crags
United States
Alabama
06/07/2021
0
0
valiente
United States
Alabama
06/08/2021
73.86579108
71.82275299
neil
United States
Alabama
06/09/2021
0
0
contribution
United States
Alabama
06/10/2021
63.35263104
61.57040989
hoba
United States
Alabama
06/11/2021
0
0
gravitation
United States
Alabama
06/12/2021
0
0
och
United States
Alabama
06/13/2021
0
0
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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