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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
Switzerland
all
02/16/2021
0
0
way
Switzerland
all
02/17/2021
0
0
dentist
Switzerland
all
02/18/2021
0
0
reformatory
Switzerland
all
02/19/2021
0
0
tem
Switzerland
all
02/20/2021
0
0
strapped
Switzerland
all
02/21/2021
0
0
ardently
Switzerland
all
02/22/2021
3999.584579
4089.532082
cantaloupe
Switzerland
all
02/23/2021
0
0
bchl
Switzerland
all
02/24/2021
0
0
orlov
Switzerland
all
02/25/2021
0
0
ofcom
Switzerland
all
02/26/2021
0
0
tourettes
Switzerland
all
02/27/2021
0
0
yesterdays
Switzerland
all
02/28/2021
0
0
haile
Switzerland
all
03/01/2021
3768.441561
3915.532292
wrestle
Switzerland
all
03/02/2021
0
0
checked
Switzerland
all
03/03/2021
0
0
informed-consent
Switzerland
all
03/04/2021
0
0
forebears
Switzerland
all
03/05/2021
0
0
mintz
Switzerland
all
03/06/2021
0
0
read-through
Switzerland
all
03/07/2021
0
0
benue
Switzerland
all
03/08/2021
3548.015506
3747.127956
prokaryotic
Switzerland
all
03/09/2021
0
0
fiberboard
Sweden
all
05/29/2021
0
0
sending
Sweden
all
05/30/2021
0
0
ticketed
Sweden
all
05/31/2021
0
0
cosby
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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