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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
South Sudan
all
01/02/2021
9.54490614
10.19341312
bugaboos
South Sudan
all
01/03/2021
14.57438513
15.54729563
oup
South Sudan
all
01/04/2021
10.15479947
10.82064516
immediacy
South Sudan
all
01/05/2021
11.72158147
12.47629798
socialization
South Sudan
all
01/06/2021
35.99138638
38.26629051
garrod
South Sudan
all
01/07/2021
29.43377973
31.25954248
hereafter
South Sudan
all
01/08/2021
22.99828212
24.39783586
tights
South Sudan
all
01/09/2021
11.74687687
12.44795994
emrick
South Sudan
all
01/10/2021
16.83578649
17.82089712
beto
South Sudan
all
01/11/2021
12.40290066
13.1141557
tell-it-like-it-is
South Sudan
all
01/12/2021
14.00361252
14.79035508
inking
South Sudan
all
01/13/2021
38.48428011
40.60166595
rsi
South Sudan
all
01/14/2021
31.89856421
33.61662576
picu
South Sudan
all
01/15/2021
25.43691402
26.77752464
behinds
South Sudan
all
01/16/2021
14.15003927
14.85112679
marquess
South Sudan
all
01/17/2021
19.35046654
20.24850022
culpable
South Sudan
all
01/18/2021
14.92103927
15.56696812
ritalin
South Sudan
all
01/19/2021
16.60202025
17.26924309
iveta
South Sudan
all
01/20/2021
41.56506411
43.10742234
wah
South Sudan
all
01/21/2021
34.9594948
36.14962507
sewers
South Sudan
all
01/22/2021
28.45655639
29.3386302
stunk
South Sudan
all
01/23/2021
16.9666346
17.4411776
bug
South Sudan
all
01/24/2021
22.31154204
22.86841367
cheek
South Sudan
all
01/25/2021
17.82580939
18.21737464
munn
South Sudan
all
01/26/2021
19.5790966
19.95092159
sister-in
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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