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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
Pennsylvania
03/17/2021
258.5067328
265.2990247
redeemer
United States
Pennsylvania
03/18/2021
436.9897851
448.3853699
mckibben
United States
Pennsylvania
03/19/2021
1813.246705
1860.17334
whet
United States
Pennsylvania
03/20/2021
0
0
darcy
United States
Pennsylvania
03/21/2021
0
0
truvativ
United States
Pennsylvania
03/22/2021
0
0
glory
United States
Pennsylvania
03/23/2021
0
0
casual
United States
Pennsylvania
03/24/2021
161.3790684
165.3963096
plot
United States
Pennsylvania
03/25/2021
343.8354873
352.3268786
shock
United States
Pennsylvania
03/26/2021
1725.503873
1767.777081
vinci
United States
Pennsylvania
03/27/2021
0
0
deforming
United States
Pennsylvania
03/28/2021
0
0
d'ambrosio
United States
Pennsylvania
03/29/2021
0
0
cardin
United States
Pennsylvania
03/30/2021
0
0
tero
United States
Pennsylvania
03/31/2021
74.51375342
76.26594494
sandbrook
United States
Pennsylvania
04/01/2021
260.5818524
266.6582111
mortality
United States
Pennsylvania
04/02/2021
1647.315387
1685.404481
bois
United States
Pennsylvania
04/03/2021
0
0
enquire
United States
Pennsylvania
04/04/2021
0
0
compton
United States
Pennsylvania
04/05/2021
0
0
bug
United States
Pennsylvania
04/06/2021
0
0
franco-prussian
United States
Pennsylvania
04/07/2021
0
0
generalissimo
United States
Pennsylvania
04/08/2021
185.8253145
190.2139445
oldest-old
United States
Pennsylvania
04/09/2021
1574.521667
1611.925015
ibra
United States
Pennsylvania
04/10/2021
0
0
officious
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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