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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
Suriname
all
02/26/2021
0
0
meyers
Suriname
all
02/27/2021
0
0
plea-bargaining
Suriname
all
02/28/2021
0
0
judd
Suriname
all
03/01/2021
0
0
snitches
Suriname
all
03/02/2021
0
0
anti-gang
Suriname
all
03/03/2021
0
0
announce
Suriname
all
03/04/2021
0
0
judeo-christian
Suriname
all
03/05/2021
0
0
sugared
Suriname
all
03/06/2021
0
0
phelan
Suriname
all
03/07/2021
0
0
droid
Suriname
all
03/08/2021
0
0
williamsburg
Suriname
all
03/09/2021
0
0
rse
Suriname
all
03/10/2021
0
0
rutting
Suriname
all
03/11/2021
0
0
arredondo
Suriname
all
03/12/2021
0
0
donna
Suriname
all
03/13/2021
0
0
r-fla
Suriname
all
03/14/2021
0
0
zaps
Suriname
all
03/15/2021
0
0
philistinism
Suriname
all
03/16/2021
0
0
landholdings
Suriname
all
03/17/2021
0
0
smithy
Suriname
all
03/18/2021
0
0
newborns
Suriname
all
03/19/2021
0
0
seltzer
Sudan
all
06/08/2021
7157.761457
6922.075391
haas
Sudan
all
06/09/2021
7025.800574
6805.897982
purees
Sudan
all
06/10/2021
7076.877615
6866.936713
slows
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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