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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
Tunisia
all
05/07/2021
631.3151808
652.8634378
seismologist
Tunisia
all
05/08/2021
546.2039909
569.5929366
disdain
Tunisia
all
05/09/2021
601.1475846
632.2008881
ministerial
Tunisia
all
05/10/2021
0
0
dallaire
Tunisia
all
05/11/2021
286.92302
306.9460163
artifacts
Tunisia
all
05/12/2021
380.2413914
410.313141
krug
Tunisia
all
05/13/2021
453.33756
493.4804975
chaste
Tunisia
all
05/14/2021
568.2378022
624.0279963
unmentionables
Tunisia
all
05/15/2021
488.1539376
540.8669071
sanford
Tunisia
all
05/16/2021
539.9165134
603.6073146
unhelpfully
Tunisia
all
05/17/2021
0
0
gypsies
Tunisia
all
05/18/2021
244.6001385
278.4706785
roosts
Tunisia
all
05/19/2021
332.4943654
382.0401349
hairless
Tunisia
all
05/20/2021
401.279249
465.3830347
dicken
Tunisia
all
05/21/2021
509.1757828
596.085626
fucked-up
Tunisia
all
05/22/2021
434.1119027
513.048362
beckoned
Tunisia
all
05/23/2021
482.682219
575.9343629
misch
Tunisia
all
05/24/2021
0
0
pressure-packed
Tunisia
all
05/25/2021
206.2567726
250.9292351
loan-to-value
Tunisia
all
05/26/2021
294.682112
354.7085623
artur
Tunisia
all
05/27/2021
367.9317159
438.2366709
pungency
Tunisia
all
05/28/2021
482.8132936
569.1045039
shutout
Tunisia
all
02/18/2021
860.7063722
866.4282027
runners-up
Tunisia
all
02/19/2021
993.8322431
997.0273572
middlemarch
Tunisia
all
02/20/2021
914.6066182
914.428626
quits
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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