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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
Sweden
all
01/27/2021
0
0
flip-flopping
Sweden
all
01/28/2021
789.9719469
800.3875582
pickens
Sweden
all
01/29/2021
1692.356503
1725.412549
yearsand
Sweden
all
01/30/2021
0
0
seiders
Sweden
all
01/31/2021
0
0
grandad
Sweden
all
02/01/2021
0
0
shasta
Sweden
all
02/02/2021
11492.90595
12018.58536
aleman
Sweden
all
02/03/2021
0
0
millan
Sweden
all
02/04/2021
243.8470702
258.3205487
hyper-inflation
Sweden
all
02/05/2021
1128.226943
1203.024094
bemoans
Sweden
all
02/06/2021
0
0
schroder
Sweden
all
02/07/2021
0
0
five-member
Sweden
all
02/08/2021
0
0
markup
Sweden
all
02/09/2021
10514.683
11513.53775
pittsford
Sweden
all
02/10/2021
0
0
monkman
Sweden
all
02/11/2021
0
0
persists
Sweden
all
02/12/2021
658.9302445
711.6242009
episiotomies
Sweden
all
02/13/2021
0
0
bangladeshi
Sweden
all
02/14/2021
0
0
pricey
Sweden
all
02/15/2021
0
0
grading
Sweden
all
02/16/2021
10638.73877
11039.95806
cookie-cutter
Sweden
all
02/17/2021
0
0
overwrought
Suriname
all
05/09/2021
0
0
snobs
Suriname
all
05/10/2021
0
0
accessories
Suriname
all
05/11/2021
0
0
interconnection
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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