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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
Oregon
05/11/2021
0
0
throb
United States
Oregon
05/12/2021
0
0
fixes
United States
Oregon
05/13/2021
0
0
megaproject
United States
Oregon
05/14/2021
814.7017767
775.5659598
over-fishing
United States
Oregon
05/15/2021
82.7438277
78.80504706
judenrein
United States
Oregon
05/16/2021
2.625981397
2.502122168
nuo
United States
Oregon
05/17/2021
0
0
bungee
United States
Oregon
05/18/2021
0
0
promptly
United States
Oregon
05/19/2021
0
0
calm
United States
Oregon
05/20/2021
0
0
product-development
United States
Oregon
05/21/2021
784.6681618
749.3702713
bacarri
United States
Oregon
05/22/2021
55.7441779
53.26095255
excursion
United States
Oregon
05/23/2021
0
0
tie-breaking
United States
Oregon
05/24/2021
0
0
decided
United States
Oregon
05/25/2021
0
0
discriminated
United States
Oregon
02/15/2021
307.1891396
302.8937741
prasad
United States
Oregon
02/16/2021
125.3247232
123.7113969
theretofore
United States
Oregon
02/17/2021
257.3759793
254.3489718
kimber
United States
Oregon
02/18/2021
0
0
lf
United States
Oregon
02/19/2021
1358.002263
1345.06155
chapels
United States
Oregon
02/20/2021
642.5714397
637.167709
spiky
United States
Oregon
02/21/2021
550.5619948
546.549874
pole
United States
Oregon
02/22/2021
220.6407731
219.2810623
violator
United States
Oregon
02/23/2021
42.31038295
42.0973401
romani
United States
Oregon
02/24/2021
175.507733
174.8223119
aquire
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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