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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
Yemen
all
03/21/2021
0
0
chasin
Yemen
all
03/22/2021
0
0
slobber
Yemen
all
03/23/2021
0
0
kagawa
Yemen
all
03/24/2021
0
0
cu
Yemen
all
03/25/2021
0
0
namaste
Yemen
all
03/26/2021
0
0
obstructions
Yemen
all
03/27/2021
0
0
mms
Yemen
all
03/28/2021
0
0
superman
Yemen
all
03/29/2021
0
0
bio
Yemen
all
03/30/2021
0
0
informer
Yemen
all
03/31/2021
0
0
coda
Yemen
all
04/01/2021
0
0
pedigree
Yemen
all
04/02/2021
0
0
sneakers
Yemen
all
04/03/2021
0
0
jiggle
Yemen
all
04/04/2021
0
0
lashed
Yemen
all
04/05/2021
0
0
displacement
Yemen
all
04/06/2021
0
0
voguing
Yemen
all
04/07/2021
0
0
medea
Yemen
all
04/08/2021
0
0
taman
Yemen
all
04/09/2021
0
0
commode
Yemen
all
04/10/2021
0
0
cletus
Yemen
all
04/11/2021
0
0
goodboy
Yemen
all
04/12/2021
0
0
head-scratching
Yemen
all
04/13/2021
0
0
bestowed
Yemen
all
04/14/2021
0
0
biases
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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