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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
01/27/2021
45.09797889
45.8210307
abstract
South Sudan
all
01/28/2021
38.39285728
38.89549757
patriarchy
South Sudan
all
01/29/2021
31.79420727
32.11749454
mardi
South Sudan
all
01/30/2021
20.10782865
20.25383238
altars
South Sudan
all
01/31/2021
25.60387368
25.71577912
lifg
South Sudan
all
02/01/2021
21.06850867
21.10004382
nobama
South Sudan
all
02/02/2021
22.90082646
22.86966613
tranny
South Sudan
all
02/03/2021
48.98232105
48.77650424
nicaragua
South Sudan
all
02/04/2021
42.18436543
41.8879387
voeks
South Sudan
all
02/05/2021
35.49681495
35.14766743
hitch
South Sudan
all
02/06/2021
23.62083672
23.32252291
riverwalk
South Sudan
all
02/07/2021
29.27498482
28.82395122
co-occurrence
South Sudan
all
02/08/2021
24.69695408
24.24824165
richfield
South Sudan
all
02/09/2021
26.61531452
26.05864917
pronunciation
South Sudan
all
02/10/2021
53.26653745
52.00697583
nunley
South Sudan
all
02/11/2021
46.27545505
45.16005835
fracturing
South Sudan
all
02/12/2021
39.4306115
38.46219508
islander
South Sudan
all
02/13/2021
27.36488601
26.68032099
subsisted
South Sudan
all
02/14/2021
33.06830384
32.22599045
returned
South Sudan
all
02/15/2021
28.43222091
27.69505182
spence
South Sudan
all
02/16/2021
30.35179663
29.55105147
ascertained
South Sudan
all
02/17/2021
57.07740071
55.54563732
back-end
South Korea
all
05/09/2021
3827.732073
3850.160674
dormer
South Korea
all
05/10/2021
3927.050218
3931.422918
relatedness
South Korea
all
05/11/2021
4017.425051
4003.010687
tonally
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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