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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
Nebraska
01/31/2021
0
0
limelight
United States
Nebraska
02/01/2021
0
0
ppl
United States
Nebraska
02/02/2021
0
0
entertains
United States
Nebraska
02/03/2021
0
0
commissar
United States
Nebraska
02/04/2021
2299.605412
2420.271025
megaliths
United States
Nebraska
02/05/2021
0
0
hosiery
United States
Nebraska
02/06/2021
0
0
raps
United States
Nebraska
02/07/2021
0
0
jcs
United States
Nebraska
02/08/2021
0
0
reda
United States
Nebraska
02/09/2021
0
0
observance
United States
Nebraska
02/10/2021
0
0
stoutness
United States
Nebraska
02/11/2021
2113.963659
2237.674317
aden
United States
Nebraska
02/12/2021
0
0
didion
United States
Nebraska
02/13/2021
0
0
rankine
United States
Nebraska
02/14/2021
0
0
juxtapositions
United States
Montana
05/06/2021
35.37144201
32.72464643
carrion
United States
Montana
05/07/2021
0
0
ects
United States
Montana
05/08/2021
11.80010288
10.92259696
wechsler
United States
Montana
05/09/2021
0
0
commonwealth
United States
Montana
05/10/2021
0
0
baird
United States
Montana
05/11/2021
0
0
undersecretary
United States
Montana
05/12/2021
0
0
revolutionized
United States
Montana
05/13/2021
32.46699827
30.0903697
kaleo
United States
Montana
05/14/2021
0
0
nra
United States
Montana
05/15/2021
9.1086574
8.446135676
lowe
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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