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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
Timor-Leste
all
03/08/2021
0
0
canby
Timor-Leste
all
03/09/2021
0
0
nikolai
Timor-Leste
all
03/10/2021
0
0
homer
Timor-Leste
all
03/11/2021
0
0
lumpkin
Timor-Leste
all
03/12/2021
0
0
superstitiously
Timor-Leste
all
03/13/2021
0
0
clogging
Timor-Leste
all
03/14/2021
0
0
ice-t
Timor-Leste
all
03/15/2021
0
0
loyd
Timor-Leste
all
03/16/2021
0
0
susquehanna
Timor-Leste
all
03/17/2021
0
0
woodcut
Timor-Leste
all
03/18/2021
0
0
blase
Timor-Leste
all
03/19/2021
0
0
nozzle
Timor-Leste
all
03/20/2021
0
0
fcat
Timor-Leste
all
03/21/2021
0
0
rash
Timor-Leste
all
03/22/2021
0
0
shrimper
Timor-Leste
all
03/23/2021
0
0
rolie
Timor-Leste
all
03/24/2021
0
0
intertwined
Timor-Leste
all
03/25/2021
0
0
dispose
Timor-Leste
all
03/26/2021
0
0
cucumbers
Timor-Leste
all
03/27/2021
0
0
reassemble
Timor-Leste
all
03/28/2021
0
0
notate
Timor-Leste
all
03/29/2021
0
0
pisgah
Thailand
all
06/18/2021
583.7537823
608.1114551
passport
Timor-Leste
all
06/19/2021
597.7110542
622.4392586
orangutans
Timor-Leste
all
12/22/2020
0
0
stresses
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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