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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
Oklahoma
03/27/2021
1742.118173
1828.487759
abates
United States
Oklahoma
03/28/2021
0
0
modelo
United States
Oklahoma
03/29/2021
0
0
natural-resource
United States
Oklahoma
03/30/2021
0
0
fluke
United States
Oklahoma
03/31/2021
0
0
wj-r
United States
Oklahoma
04/01/2021
0
0
time-varying
United States
Oklahoma
04/02/2021
0
0
medicare-eligible
United States
Oklahoma
04/03/2021
1536.69506
1717.342795
w
United States
Oklahoma
04/04/2021
0
0
sedo
United States
Oklahoma
04/05/2021
0
0
nightfall
United States
Oklahoma
04/06/2021
0
0
hula
United States
Oklahoma
04/07/2021
0
0
psychology
United States
Oklahoma
04/08/2021
0
0
lowering
United States
Oklahoma
04/09/2021
0
0
objecthood
United States
Oklahoma
04/10/2021
1420.875663
1612.193392
director-general
United States
Oklahoma
04/11/2021
0
0
canvas
United States
Oklahoma
04/12/2021
0
0
x-type
United States
Oklahoma
04/13/2021
0
0
unfed
United States
Oklahoma
04/14/2021
0
0
snow-packed
United States
Oklahoma
04/15/2021
0
0
crespin
United States
Oklahoma
04/16/2021
0
0
delectable
United States
Oklahoma
04/17/2021
1312.897352
1512.812804
projecting
United States
Oklahoma
04/18/2021
0
0
reordering
United States
Oklahoma
04/19/2021
0
0
aspirated
United States
Oklahoma
04/20/2021
0
0
freshly
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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