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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
01/05/2021
0
0
tapping
Yemen
all
01/06/2021
0
0
ricardo
Yemen
all
01/07/2021
0
0
swamped
Yemen
all
01/08/2021
0
0
firefly
Yemen
all
01/09/2021
0
0
charlatans
Yemen
all
01/10/2021
0
0
extraocular
Yemen
all
01/11/2021
0
0
oats
Yemen
all
01/12/2021
0
0
science-minded
Yemen
all
01/13/2021
0
0
discussions
Yemen
all
01/14/2021
0
0
dunlap
Yemen
all
01/15/2021
0
0
back-office
Yemen
all
01/16/2021
0
0
refrigerant
Yemen
all
01/17/2021
0
0
hpv
Vietnam
all
04/08/2021
20.34080602
20.05982247
pathetic
Vietnam
all
04/09/2021
18.04790093
17.80335107
objects
Vietnam
all
04/10/2021
11.84527254
11.68789434
gun-rights
Vietnam
all
04/11/2021
11.75845526
11.60533505
keesee
Vietnam
all
04/12/2021
13.73486327
13.55963429
chthonic
Vietnam
all
04/13/2021
15.63811673
15.44273936
truex
Vietnam
all
04/14/2021
16.15319958
15.95565863
candy-coated
Vietnam
all
04/15/2021
20.88022566
20.6304016
leavell
Vietnam
all
04/16/2021
18.59450373
18.37695005
studs
Vietnam
all
04/17/2021
12.40639877
12.26453138
millstone
Vietnam
all
04/18/2021
12.32266412
12.18501994
scurvy
Vietnam
all
04/19/2021
14.29832984
14.14240879
conceal
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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