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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
Colorado
03/31/2021
0
0
punisher
United States
Colorado
04/01/2021
1301.483197
1165.572148
mikey
United States
Colorado
04/02/2021
0
0
kourtney
United States
Colorado
04/03/2021
0
0
ten
United States
Colorado
04/04/2021
0
0
dieter
United States
Colorado
04/05/2021
0
0
politician
United States
Colorado
04/06/2021
0
0
angela
United States
Colorado
04/07/2021
0
0
ever-worsening
United States
Colorado
04/08/2021
1227.324885
1107.785683
marchers
United States
Colorado
04/09/2021
0
0
picasso
United States
Colorado
04/10/2021
0
0
padding
United States
Colorado
04/11/2021
0
0
uuuh
United States
Colorado
04/12/2021
0
0
blanks
United States
Colorado
04/13/2021
0
0
kinder
United States
Colorado
04/14/2021
0
0
vrabel
United States
Colorado
04/15/2021
1143.341372
1052.648378
hugo
United States
Colorado
04/16/2021
0
0
bemusement
United States
Colorado
04/17/2021
0
0
rican
United States
Colorado
04/18/2021
0
0
embankment
United States
Colorado
04/19/2021
0
0
ballen
United States
Colorado
04/20/2021
0
0
calle
United States
Colorado
04/21/2021
0
0
nilsson
United States
Colorado
04/22/2021
1064.470035
1000.060443
frykholm
United States
Colorado
04/23/2021
0
0
attributes
United States
Colorado
04/24/2021
0
0
nobler
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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