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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
Tanzania
all
05/07/2021
0
0
guzzi
Tanzania
all
05/08/2021
0
0
nisa
Tanzania
all
05/09/2021
0
0
asu
Tanzania
all
05/10/2021
0
0
prove
Tanzania
all
05/11/2021
0
0
tier
Tanzania
all
05/12/2021
0
0
headstones
Tanzania
all
05/13/2021
0
0
parc
Tanzania
all
05/14/2021
0
0
phenotypes
Tanzania
all
05/15/2021
0
0
vlt
Tanzania
all
05/16/2021
0
0
show-offs
Tanzania
all
05/17/2021
0
0
soured
Tanzania
all
05/18/2021
0
0
pogo
Tanzania
all
05/19/2021
0
0
clearly
Tanzania
all
05/20/2021
0
0
tile
Tanzania
all
05/21/2021
0
0
mervyn
Tanzania
all
05/22/2021
0
0
nationality
Tanzania
all
05/23/2021
0
0
luban
Tanzania
all
05/24/2021
0
0
contender
Tanzania
all
05/25/2021
0
0
inveigled
Tanzania
all
05/26/2021
0
0
photocopying
Tanzania
all
05/27/2021
0
0
huffed
Tanzania
all
05/28/2021
0
0
steeping
Tanzania
all
02/18/2021
0
0
forgets
Tanzania
all
02/19/2021
0
0
re-enact
Tanzania
all
02/20/2021
0
0
simplistic
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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