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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
United Arab Emirates
all
04/10/2021
621.3065528
667.2348968
dst
United Arab Emirates
all
04/11/2021
612.4362653
654.3674876
rowdy
United Arab Emirates
all
04/12/2021
469.2818259
498.8773128
deadlier
United Arab Emirates
all
04/13/2021
682.0699586
721.4383787
studied
United Arab Emirates
all
04/14/2021
660.7733547
695.4151195
concentration-camp
United Arab Emirates
all
04/15/2021
660.289289
691.4456057
gt
United Arab Emirates
all
04/16/2021
630.6079166
657.091904
disappearances
United Arab Emirates
all
04/17/2021
592.2037597
614.0326266
derecho
United Arab Emirates
all
04/18/2021
582.971886
601.4950327
unimportance
United Arab Emirates
all
04/19/2021
434.720417
446.3433517
eps
United Arab Emirates
all
04/20/2021
655.069678
669.3164202
tobar
United Arab Emirates
all
04/21/2021
632.9651826
643.6043995
anti
United Arab Emirates
all
04/22/2021
632.4250186
639.9611009
wails
United Arab Emirates
all
04/23/2021
601.6839031
605.9382018
lowliest
United Arab Emirates
all
04/24/2021
561.9510041
563.2273772
sprague-dawley
United Arab Emirates
all
04/25/2021
552.4302083
551.0588124
impacts
United Arab Emirates
all
04/26/2021
399.1532317
396.2827617
urinates
United Arab Emirates
all
04/27/2021
627.1329866
619.6976539
embryos
United Arab Emirates
all
04/28/2021
604.2903713
594.3334107
airs
United Arab Emirates
all
04/29/2021
603.7626594
591.0503543
welcome
United Arab Emirates
all
04/30/2021
567.3059993
557.390615
sealed-off
United Arab Emirates
all
05/01/2021
522.3046649
515.0578646
pascoe
United Arab Emirates
all
05/02/2021
508.4943704
503.2849588
luminaries
United Arab Emirates
all
05/03/2021
351.2232035
348.9093198
outpacing
United Arab Emirates
all
05/04/2021
574.4523544
572.7840034
dmg
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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