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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
Syria
all
05/22/2021
430.3615365
476.5658833
lec
Syria
all
05/23/2021
434.2846992
481.4105296
contrarily
Syria
all
05/24/2021
443.6592083
492.314451
quandary
Syria
all
05/25/2021
438.0975298
486.649618
shrimpers
Syria
all
05/26/2021
458.9102141
505.9324229
physician-assisted
Syria
all
05/27/2021
458.6204022
501.8361737
depot
Syria
all
05/28/2021
473.8913456
514.7014673
launcher
Syria
all
05/29/2021
467.9965622
504.5581231
partiers
Syria
all
05/30/2021
476.0841743
509.5276069
privately-owned
Syria
all
05/31/2021
489.9410218
520.5547271
dead-ended
Syria
all
06/01/2021
488.2381905
515.0101658
souter
Syria
all
06/02/2021
510.2811239
534.4136467
wavelengths
Syria
all
06/03/2021
510.1014652
530.4333079
penile
Syria
all
06/04/2021
526.2946391
543.4145046
blas
Syria
all
06/05/2021
520.2207139
533.3834806
fadiman
Syria
all
06/06/2021
528.8540727
538.4664999
milstein
Syria
all
06/07/2021
543.5457208
549.6051755
santosh
Syria
all
06/08/2021
541.8840129
544.1688276
korma
Syria
all
06/09/2021
565.1618612
563.6807014
fib
Syria
all
06/10/2021
565.0958753
559.8034718
independently
Syria
all
06/11/2021
582.214372
572.8875228
splices
Syria
all
06/12/2021
575.9634177
562.9553213
grapefruit
Syria
all
06/13/2021
585.1439065
568.1377363
seats
Syria
all
06/14/2021
600.6714554
579.3739231
runner-ups
Syria
all
06/15/2021
599.0510073
574.0313106
consistent
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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