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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
Somalia
all
04/27/2021
0
0
unicef
Somalia
all
04/28/2021
0
0
merciful
Somalia
all
04/29/2021
0
0
siblings
Somalia
all
04/30/2021
0
0
preemies
Somalia
all
05/01/2021
0
0
chided
Somalia
all
05/02/2021
0
0
relieved
Somalia
all
05/03/2021
0
0
secrecy
Somalia
all
05/04/2021
0
0
specializing
Somalia
all
05/05/2021
0
0
oparin
Somalia
all
05/06/2021
0
0
sailor
Somalia
all
05/07/2021
0
0
lorelei
Somalia
all
05/08/2021
0
0
heresy
Somalia
all
05/09/2021
0
0
riverkeeper
Somalia
all
05/10/2021
0
0
deconstructs
Somalia
all
05/11/2021
0
0
self-proclaimed
Somalia
all
05/12/2021
0
0
indefinately
Somalia
all
05/13/2021
0
0
dion
Somalia
all
05/14/2021
0
0
bludgeon
Somalia
all
05/15/2021
0
0
polar
Somalia
all
05/16/2021
0
0
gushing
Somalia
all
05/17/2021
0
0
altavista
Somalia
all
05/18/2021
0
0
ugt
Somalia
all
02/08/2021
0
0
tortall
Somalia
all
02/09/2021
0
0
zealotry
Somalia
all
02/10/2021
0
0
spayed
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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