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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
Togo
all
03/28/2021
0
0
katie
Togo
all
03/29/2021
0
0
vauban
Togo
all
03/30/2021
0
0
traded
Togo
all
03/31/2021
0
0
vaginalis
Togo
all
04/01/2021
0
0
unglued
Togo
all
04/02/2021
0
0
howie
Togo
all
04/03/2021
0
0
spreading
Togo
all
04/04/2021
0
0
trophies
Togo
all
04/05/2021
0
0
plastic
Togo
all
04/06/2021
0
0
pinar
Togo
all
04/07/2021
0
0
momence
Togo
all
04/08/2021
0
0
pqptable
Togo
all
04/09/2021
0
0
americanized
Togo
all
04/10/2021
0
0
repent
Togo
all
04/11/2021
0
0
transfuse
Togo
all
04/12/2021
0
0
wnyc
Togo
all
04/13/2021
0
0
bemoaned
Togo
all
04/14/2021
0
0
ifa
Togo
all
04/15/2021
0
0
standup
Togo
all
04/16/2021
0
0
turin
Togo
all
04/17/2021
0
0
standoffish
Togo
all
04/18/2021
0
0
chondrites
Togo
all
01/09/2021
0
0
pohl
Togo
all
01/10/2021
0
0
proximities
Togo
all
01/11/2021
0
0
vows
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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