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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 States
Virginia
05/11/2021
0
0
bangles
United States
Virginia
05/12/2021
90.68158632
90.1277401
granddad
United States
Virginia
05/13/2021
0
0
smalls
United States
Virginia
05/14/2021
0
0
retropharyngeal
United States
Virginia
05/15/2021
473.8701557
467.9497765
fallaciously
United States
Virginia
05/16/2021
0
0
fardels
United States
Virginia
05/17/2021
0
0
swamps
United States
Virginia
05/18/2021
0
0
warlick
United States
Virginia
05/19/2021
71.1736077
69.68736926
norway
United States
Virginia
05/20/2021
0
0
jut
United States
Virginia
05/21/2021
0
0
ecstatic
United States
Virginia
05/22/2021
460.7302698
448.2536476
weberian
United States
Virginia
05/23/2021
0
0
unlit
United States
Virginia
05/24/2021
0
0
balding
United States
Virginia
05/25/2021
0
0
comprehended
United States
Virginia
02/15/2021
0
0
cyclopean
United States
Virginia
02/16/2021
503.8860157
504.7772799
kimmie
United States
Virginia
02/17/2021
654.4195212
656.4639149
dmn
United States
Virginia
02/18/2021
493.4486537
495.6607105
petto
United States
Virginia
02/19/2021
0
0
amma
United States
Virginia
02/20/2021
990.3607035
997.5028546
hershe
United States
Virginia
02/21/2021
110.7170368
111.6671707
long-gone
United States
Virginia
02/22/2021
0
0
grownup
United States
Virginia
02/23/2021
403.8755352
408.4525771
wcc
United States
Virginia
02/24/2021
556.2703447
563.342777
zulily
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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