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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
Sudan
all
03/28/2021
2023.371616
2175.965153
assimilating
Sudan
all
03/29/2021
2423.823445
2621.137138
untie
Sudan
all
03/30/2021
2450.850101
2665.210203
jewelers
Sudan
all
03/31/2021
2311.58703
2527.927121
laff
Sudan
all
04/01/2021
2334.660581
2567.623933
preferences
Sudan
all
04/02/2021
2171.180954
2401.435837
laissez-faire
Sudan
all
04/03/2021
2684.697688
2986.42598
connecting
Sudan
all
04/04/2021
2251.59438
2487.259964
scruffy
Sudan
all
04/05/2021
2676.977062
2936.778955
chumming
Sudan
all
04/06/2021
2739.726484
2985.039243
writer-director
Sudan
all
04/07/2021
2635.497489
2851.950816
twain
Sudan
all
04/08/2021
2694.338515
2895.931303
yelp
Sudan
all
04/09/2021
2560.89286
2734.0345
optio
Sudan
all
04/10/2021
3133.837882
3323.419324
boars
Sudan
all
04/11/2021
2684.835267
2828.404899
riggs
Sudan
all
04/12/2021
3136.345908
3282.33005
bosco
Sudan
all
04/13/2021
3207.440636
3334.802068
lisa-marie
Sudan
all
04/14/2021
3103.624168
3205.916758
exhorted
Sudan
all
04/15/2021
3170.800302
3254.183127
ballistics
Sudan
all
04/16/2021
3036.678142
3096.562913
holtzclaw
Sudan
all
04/17/2021
3642.145278
3690.322236
drifting
Sudan
all
04/18/2021
3177.725569
3199.387928
sprinklings
Sudan
all
01/09/2021
870.6995888
847.0407598
dojo
Sudan
all
01/10/2021
322.1745343
313.361006
ks
Sudan
all
01/11/2021
747.0755746
726.5007547
sitcom
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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