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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
01/02/2021
0
0
pare
Tanzania
all
01/03/2021
0
0
barricade
Tanzania
all
01/04/2021
0
0
nymph
Tanzania
all
01/05/2021
0
0
intervene
Tanzania
all
01/06/2021
0
0
pawtucket
Tanzania
all
01/07/2021
0
0
chilean
Tanzania
all
01/08/2021
0
0
granger
Tanzania
all
01/09/2021
0
0
cilla
Tanzania
all
01/10/2021
0
0
mufon
Tanzania
all
01/11/2021
0
0
migrate
Tanzania
all
01/12/2021
0
0
sheetrock
Tanzania
all
01/13/2021
0
0
persecution
Tanzania
all
01/14/2021
0
0
mucus
Tanzania
all
01/15/2021
0
0
thatt
Tanzania
all
01/16/2021
0
0
latency
Tanzania
all
01/17/2021
0
0
coups
Tanzania
all
01/18/2021
0
0
luque
Tanzania
all
01/19/2021
0
0
erdrich
Tanzania
all
01/20/2021
0
0
york
Tanzania
all
01/21/2021
0
0
ilana
Tanzania
all
01/22/2021
0
0
pc
Tanzania
all
01/23/2021
0
0
nutsedge
Tanzania
all
01/24/2021
0
0
preposterousness
Tanzania
all
01/25/2021
0
0
rus
Tanzania
all
01/26/2021
0
0
upbraid
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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