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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
Singapore
all
03/03/2021
12.94582272
12.59158667
sh'ma
Singapore
all
03/04/2021
11.15606526
10.77452858
bearden
Singapore
all
03/05/2021
10.43233921
10.00522405
downplaying
Singapore
all
03/06/2021
12.76525482
12.15776252
sways
Singapore
all
03/07/2021
15.08478272
14.26800139
saxo
Singapore
all
03/08/2021
12.07835044
11.34624637
plopping
Singapore
all
03/09/2021
25.79414233
24.36993113
zeckendorf
Singapore
all
03/10/2021
13.84270342
13.15397745
portillo
Singapore
all
03/11/2021
11.86476007
11.33998858
string
Singapore
all
03/12/2021
10.99878637
10.57378754
shallowness
Singapore
all
03/13/2021
13.16370887
12.72949246
outlasted
Singapore
all
03/14/2021
15.25887736
14.84285464
cataloging
Singapore
all
03/15/2021
12.18590176
11.92421397
presuppositions
Singapore
all
03/16/2021
25.34688603
24.95107843
riveter
Singapore
all
03/17/2021
13.87246467
13.73809543
margarita
Singapore
all
03/18/2021
11.97138216
11.92727263
trod
Singapore
all
03/19/2021
11.13767698
11.1642967
lyn
Singapore
all
03/20/2021
13.21044942
13.32325651
foreign-born
Singapore
all
03/21/2021
15.21522173
15.43986403
beaute
Singapore
all
03/22/2021
12.26604203
12.5244473
marschall
Singapore
all
03/23/2021
24.87192157
25.55460356
multi-layered
Singapore
all
03/24/2021
13.87420479
14.34466991
blanca
Singapore
all
03/25/2021
12.04970706
12.5371486
hallam
Singapore
all
03/26/2021
11.2479548
11.77749878
saget
Singapore
all
03/27/2021
13.22824673
13.93980279
sawyer
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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