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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
Tajikistan
all
02/26/2021
0
0
khor
Tajikistan
all
02/27/2021
0
0
nerve
Tajikistan
all
02/28/2021
0
0
nodules
Tajikistan
all
03/01/2021
0
0
fbml
Tajikistan
all
03/02/2021
0
0
murrow
Tajikistan
all
03/03/2021
0
0
akasaka
Tajikistan
all
03/04/2021
0
0
graceful
Tajikistan
all
03/05/2021
0
0
raitt
Tajikistan
all
03/06/2021
0
0
millican
Tajikistan
all
03/07/2021
0
0
warehouses
Tajikistan
all
03/08/2021
0
0
nyou
Tajikistan
all
03/09/2021
0
0
dissidents
Tajikistan
all
03/10/2021
0
0
choirsinging
Tajikistan
all
03/11/2021
0
0
lather
Tajikistan
all
03/12/2021
0
0
totaling
Tajikistan
all
03/13/2021
0
0
spurred
Tajikistan
all
03/14/2021
0
0
ends
Tajikistan
all
03/15/2021
0
0
e-beam
Tajikistan
all
03/16/2021
0
0
asgard
Tajikistan
all
03/17/2021
0
0
blood
Tajikistan
all
03/18/2021
0
0
foremost
Tajikistan
all
03/19/2021
0
0
thorny
Taiwan
all
06/08/2021
4140.737542
4072.732936
microcontroller
Taiwan
all
06/09/2021
4212.116086
4152.991186
govs
Taiwan
all
06/10/2021
4276.447845
4226.675075
oberon
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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