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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
Tanzania
all
03/18/2021
0
0
nativists
Tanzania
all
03/19/2021
0
0
tephra
Tanzania
all
03/20/2021
0
0
lindsay
Tanzania
all
03/21/2021
0
0
hasty
Tanzania
all
03/22/2021
0
0
metre
Tanzania
all
03/23/2021
0
0
lower-paying
Tanzania
all
03/24/2021
0
0
reminiscing
Tanzania
all
03/25/2021
0
0
playgrounds
Tanzania
all
03/26/2021
0
0
muses
Tanzania
all
03/27/2021
0
0
tull
Tanzania
all
03/28/2021
0
0
cure-all
Tanzania
all
03/29/2021
0
0
newsmaking
Tanzania
all
03/30/2021
0
0
belarusian
Tanzania
all
03/31/2021
0
0
drug-free
Tanzania
all
04/01/2021
0
0
rivulet
Tanzania
all
04/02/2021
0
0
euthanized
Tanzania
all
04/03/2021
0
0
predicts
Tanzania
all
04/04/2021
0
0
intra-european
Tanzania
all
04/05/2021
0
0
nostrils
Tanzania
all
04/06/2021
0
0
hln
Tanzania
all
04/07/2021
0
0
colonizing
Tanzania
all
04/08/2021
0
0
amfar
Tanzania
all
12/30/2020
0
0
junctions
Tanzania
all
12/31/2020
0
0
iqs
Tanzania
all
01/01/2021
0
0
equipment
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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