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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
Sweden
all
02/21/2021
0
0
waker
Sweden
all
02/22/2021
0
0
chakra
Sweden
all
02/23/2021
10903.68123
10589.78666
expressway
Sweden
all
02/24/2021
0
0
erebor
Sweden
all
02/25/2021
0
0
perle
Sweden
all
02/26/2021
0
0
discover
Sweden
all
02/27/2021
0
0
horie
Sweden
all
02/28/2021
0
0
glaad
Sweden
all
03/01/2021
0
0
ritter
Sweden
all
03/02/2021
11127.01144
10155.85779
agamemnon
Sweden
all
03/03/2021
0
0
ruination
Sweden
all
03/04/2021
0
0
bollixed
Sweden
all
03/05/2021
0
0
heldman
Sweden
all
03/06/2021
0
0
diver
Sweden
all
03/07/2021
0
0
festschrift
Sweden
all
03/08/2021
0
0
wang
Sweden
all
03/09/2021
11163.97001
9729.268916
disproved
Sweden
all
03/10/2021
0
0
jain
Sweden
all
03/11/2021
0
0
quantified
Sweden
all
03/12/2021
0
0
luka
Sweden
all
03/13/2021
0
0
bookers
Sweden
all
03/14/2021
0
0
angered
Sweden
all
03/15/2021
0
0
burner
Sweden
all
03/16/2021
10376.44166
9311.053723
threatened
Sweden
all
03/17/2021
0
0
gizmag
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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