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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
Michigan
04/16/2021
4534.783754
4620.379896
lagrand
United States
Michigan
04/17/2021
0
0
machinations
United States
Michigan
04/18/2021
0
0
jameer
United States
Michigan
04/19/2021
0
0
penitential
United States
Michigan
04/20/2021
0
0
bathed
United States
Michigan
04/21/2021
0
0
drearier
United States
Michigan
04/22/2021
0
0
three-generation
United States
Michigan
04/23/2021
4268.053014
4344.091575
evaporation
United States
Michigan
04/24/2021
0
0
tablecloth
United States
Michigan
04/25/2021
0
0
dhcp
United States
Michigan
04/26/2021
0
0
tooled
United States
Michigan
04/27/2021
0
0
two-income
United States
Michigan
04/28/2021
0
0
poitier
United States
Michigan
04/29/2021
0
0
sniped
United States
Michigan
04/30/2021
4018.077123
4082.412144
dewy
United States
Michigan
05/01/2021
0
0
shortening
United States
Michigan
05/02/2021
0
0
in-between
United States
Michigan
05/03/2021
0
0
maggots
United States
Michigan
05/04/2021
0
0
telly
United States
Michigan
05/05/2021
0
0
brubeck
United States
Michigan
05/06/2021
0
0
out-perform
United States
Michigan
05/07/2021
3797.699959
3834.807446
stabilizers
United States
Michigan
05/08/2021
0
0
carpentry
United States
Michigan
05/09/2021
0
0
de-escalate
United States
Michigan
05/10/2021
0
0
colonies
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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