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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
02/21/2021
0
0
nicer
Tanzania
all
02/22/2021
0
0
tipping
Tanzania
all
02/23/2021
0
0
donuts
Tanzania
all
02/24/2021
0
0
henrico
Tanzania
all
02/25/2021
0
0
a**hole
Tanzania
all
02/26/2021
0
0
recapping
Tanzania
all
02/27/2021
0
0
concussive
Tanzania
all
02/28/2021
0
0
antonietta
Tanzania
all
03/01/2021
0
0
titleholders
Tanzania
all
03/02/2021
0
0
weevils
Tanzania
all
03/03/2021
0
0
juanita
Tanzania
all
03/04/2021
0
0
palms
Tanzania
all
03/05/2021
0
0
free-throw
Tanzania
all
03/06/2021
0
0
altering
Tanzania
all
03/07/2021
0
0
canadas
Tanzania
all
03/08/2021
0
0
zappa
Tanzania
all
03/09/2021
0
0
bold
Tanzania
all
03/10/2021
0
0
xer
Tanzania
all
03/11/2021
0
0
newness
Tanzania
all
03/12/2021
0
0
weddington
Tanzania
all
03/13/2021
0
0
clasp
Tanzania
all
03/14/2021
0
0
phi
Tanzania
all
03/15/2021
0
0
upriver
Tanzania
all
03/16/2021
0
0
nicholai
Tanzania
all
03/17/2021
0
0
aqueous
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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