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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
Nevada
02/20/2021
285.4805749
295.5136154
rights
United States
Nevada
02/21/2021
0
0
energy-saving
United States
Nevada
02/22/2021
0
0
collude
United States
Nevada
02/23/2021
220.4467373
231.294897
necc
United States
Nevada
02/24/2021
410.5897848
432.7549486
sub-saharan
United States
Nevada
02/25/2021
0
0
tysons
United States
Nevada
02/26/2021
0
0
cornelius
United States
Nevada
02/27/2021
223.0591976
238.3542469
fantastical
United States
Nevada
02/28/2021
0
0
ballroom
United States
Nevada
03/01/2021
0
0
sweat
United States
Nevada
03/02/2021
163.7706548
177.4560784
pitying
United States
Nevada
03/03/2021
350.9600965
382.0751286
cheapest
United States
Nevada
03/04/2021
0
0
faulknerian
United States
Nevada
03/05/2021
0
0
inch-thick
United States
Nevada
03/06/2021
172.6022706
190.5917718
democrat-controlled
United States
Nebraska
05/26/2021
0
0
resources
United States
Nebraska
05/27/2021
605.8649636
617.6290269
denouncement
United States
Nebraska
05/28/2021
0
0
cofounded
United States
Nebraska
05/29/2021
0
0
mergers-and-acquisitions
United States
Nebraska
05/30/2021
0
0
space-science
United States
Nebraska
05/31/2021
0
0
right-handed
United States
Nebraska
06/01/2021
0
0
punching
United States
Nebraska
06/02/2021
0
0
sandbagged
United States
Nebraska
06/03/2021
548.7510806
564.2766276
downtowns
United States
Nebraska
06/04/2021
0
0
meteorologists
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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