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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
Massachusetts
03/27/2021
0.6806677971
0.6886867201
tina
United States
Massachusetts
03/28/2021
0
0
ex-communist
United States
Massachusetts
03/29/2021
0
0
bolted
United States
Massachusetts
03/30/2021
0
0
concocting
United States
Massachusetts
03/31/2021
186.3922875
187.8535544
gresham
United States
Massachusetts
04/01/2021
0
0
nuh
United States
Massachusetts
04/02/2021
1381.625476
1389.750287
windowpane
United States
Massachusetts
04/03/2021
0
0
interiors
United States
Massachusetts
04/04/2021
0
0
satisfies
United States
Massachusetts
04/05/2021
0
0
stumps
United States
Massachusetts
04/06/2021
0
0
drawing-room
United States
Massachusetts
04/07/2021
125.0996634
125.2128196
kasey
United States
Massachusetts
04/08/2021
0
0
touts
United States
Massachusetts
04/09/2021
1331.009928
1329.568113
glances
United States
Massachusetts
04/10/2021
0
0
skews
United States
Massachusetts
04/11/2021
0
0
nine-yard
United States
Massachusetts
04/12/2021
0
0
fugitive
United States
Massachusetts
04/13/2021
0
0
bussey
United States
Massachusetts
04/14/2021
67.54266231
67.13616889
feuer
United States
Massachusetts
04/15/2021
0
0
durst
United States
Massachusetts
04/16/2021
1284.040737
1273.795731
marana
United States
Massachusetts
04/17/2021
0
0
clinks
United States
Massachusetts
04/18/2021
0
0
whibley
United States
Massachusetts
04/19/2021
0
0
winston-salem
United States
Massachusetts
04/20/2021
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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