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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
Suriname
all
01/07/2021
0
0
bergerac
Suriname
all
01/08/2021
0
0
urbanism
Suriname
all
01/09/2021
0
0
match-up
Suriname
all
01/10/2021
0
0
renames
Suriname
all
01/11/2021
0
0
sp
Suriname
all
01/12/2021
0
0
aarp
Suriname
all
01/13/2021
0
0
brewster
Suriname
all
01/14/2021
0
0
lavonna
Suriname
all
01/15/2021
0
0
cathcart
Suriname
all
01/16/2021
0
0
mccarty
Suriname
all
01/17/2021
0
0
tonality
Suriname
all
01/18/2021
0
0
bibby
Suriname
all
01/19/2021
0
0
uninjured
Suriname
all
01/20/2021
0
0
energize
Suriname
all
01/21/2021
0
0
chiari
Suriname
all
01/22/2021
0
0
verbalizations
Suriname
all
01/23/2021
0
0
chirps
Suriname
all
01/24/2021
0
0
shabazz
Suriname
all
01/25/2021
0
0
folkie
Suriname
all
01/26/2021
0
0
tangier
Suriname
all
01/27/2021
0
0
plutocratic
Suriname
all
01/28/2021
0
0
neurologic
Sudan
all
04/19/2021
3655.880222
3657.660107
dor
Sudan
all
04/20/2021
3735.777735
3714.244236
down-and-out
Sudan
all
04/21/2021
3632.81141
3589.444781
midlands
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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