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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
Spain
all
03/13/2021
0
0
closets
Spain
all
03/14/2021
0
0
cryptography
Spain
all
03/15/2021
7603.056232
8016.610255
suárez
Spain
all
03/16/2021
0
0
squish
Spain
all
03/17/2021
0
0
padmasambhava
Spain
all
03/18/2021
0
0
juris
Spain
all
03/19/2021
0
0
rubbery
Spain
all
03/20/2021
0
0
rhyne
Spain
all
03/21/2021
0
0
martie
Spain
all
03/22/2021
7410.474261
7724.381757
orono
Spain
all
03/23/2021
0
0
ran
Spain
all
03/24/2021
0
0
name-based
Spain
all
03/25/2021
0
0
strive
Spain
all
03/26/2021
0
0
pout
Spain
all
03/27/2021
0
0
goering
Spain
all
03/28/2021
0
0
elizabeths
Spain
all
03/29/2021
7220.583142
7441.521241
uncomplaining
Spain
all
03/30/2021
0
0
balenciaga
Spain
all
03/31/2021
0
0
fragilis
Spain
all
04/01/2021
0
0
evictions
Spain
all
04/02/2021
0
0
unrealistically
Spain
all
04/03/2021
0
0
sleepyheads
Spain
all
04/04/2021
0
0
view-master
Spain
all
04/05/2021
7000.108092
7167.826617
ssh
Spain
all
04/06/2021
0
0
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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