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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
Florida
01/25/2021
0
0
posers
United States
Florida
01/26/2021
953.542229
912.774597
longo
United States
Florida
01/27/2021
638.0826127
608.8856444
immobility
United States
Florida
01/28/2021
0
0
champs-elysees
United States
Florida
01/29/2021
9729.0836
9226.011263
gorder
United States
Florida
01/30/2021
0
0
uwa
United States
Florida
01/31/2021
0
0
greeks
United States
Florida
02/01/2021
0
0
occured
United States
Florida
02/02/2021
430.1581004
402.8905237
unfollow
United States
Florida
02/03/2021
131.4118101
122.703777
symbolizes
United States
Florida
02/04/2021
0
0
frill
United States
Florida
02/05/2021
9441.822706
8762.354197
zeros
United States
Florida
02/06/2021
0
0
discriminate
United States
Delaware
04/28/2021
0
0
dlj
United States
Delaware
04/29/2021
20.98167806
20.56902092
bach
United States
Delaware
04/30/2021
25.527458
25.08094622
illuminate
United States
Delaware
05/01/2021
0
0
mosley
United States
Delaware
05/02/2021
15.0225999
14.82565085
strahan
United States
Delaware
05/03/2021
0
0
hillman
United States
Delaware
05/04/2021
0
0
kfar
United States
Delaware
05/05/2021
0
0
jamestown
United States
Delaware
05/06/2021
17.64509434
17.57046596
malicious
United States
Delaware
05/07/2021
22.27421496
22.23001869
trailer
United States
Delaware
05/08/2021
0
0
extricate
United States
Delaware
05/09/2021
12.08421732
12.11487218
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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