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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 Korea
all
03/23/2021
2630.24436
2687.429
estrus
South Korea
all
03/24/2021
2824.504062
2892.383357
steamroller
South Korea
all
03/25/2021
2811.348916
2885.382094
contrary
South Korea
all
03/26/2021
2734.373468
2812.700827
accustom
South Korea
all
03/27/2021
2697.500307
2781.03556
steinberg
South Korea
all
03/28/2021
2630.494776
2718.091209
wanta
South Korea
all
03/29/2021
2703.675602
2800.044483
agnostic
South Korea
all
03/30/2021
2767.549025
2872.709242
rumbles
South Korea
all
03/31/2021
2958.854261
3078.280329
neg
South Korea
all
04/01/2021
2945.904946
3071.80625
lille
South Korea
all
04/02/2021
2870.122849
2999.634487
dilemmas
South Korea
all
04/03/2021
2833.827101
2968.494423
blistered
South Korea
all
04/04/2021
2773.381912
2906.065586
fevered
South Korea
all
04/05/2021
2851.220526
2988.542435
fastness
South Korea
all
04/06/2021
2920.107957
3061.684613
chlorine
South Korea
all
04/07/2021
3115.628122
3267.684557
disapproving
South Korea
all
04/08/2021
3108.8087
3261.531042
fraunhofer
South Korea
all
04/09/2021
3039.374849
3189.663224
preforming
South Korea
all
04/10/2021
3009.075385
3158.83341
persuit
South Korea
all
04/11/2021
2948.992427
3096.709323
teabaggers
South Korea
all
04/12/2021
3026.902493
3179.496753
purifier
South Korea
all
04/13/2021
3095.825893
3252.892374
monday-night
South Korea
all
04/14/2021
3291.061063
3459.093957
bagman
South Korea
all
04/15/2021
3284.278105
3453.024314
goodness
South Korea
all
04/16/2021
3214.995828
3381.220233
fraying
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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