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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
05/22/2021
0
0
qualifiers
Somalia
all
05/23/2021
0
0
quanta
Somalia
all
05/24/2021
0
0
vaster
Somalia
all
05/25/2021
0
0
swoop
Somalia
all
05/26/2021
0
0
waivers
Somalia
all
05/27/2021
0
0
sith
Somalia
all
05/28/2021
0
0
roved
Somalia
all
05/29/2021
0
0
sansom
Somalia
all
05/30/2021
0
0
transexual
Somalia
all
05/31/2021
0
0
fingerings
Somalia
all
06/01/2021
0
0
start-ups
Somalia
all
06/02/2021
0
0
risc
Somalia
all
06/03/2021
0
0
behaviorists
Somalia
all
06/04/2021
0
0
marshals
Somalia
all
06/05/2021
0
0
pampering
Somalia
all
06/06/2021
0
0
s
Somalia
all
06/07/2021
0
0
sadiq
Somalia
all
06/08/2021
0
0
kraus
Somalia
all
06/09/2021
0
0
chloroform
Somalia
all
06/10/2021
0
0
clutch
Somalia
all
06/11/2021
0
0
infestans
Somalia
all
06/12/2021
0
0
phillies
Somalia
all
06/13/2021
0
0
nazi
Somalia
all
06/14/2021
0
0
countenance
Somalia
all
06/15/2021
0
0
exhilarating
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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