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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
Suriname
all
03/23/2021
0
0
supplements
Suriname
all
03/24/2021
0
0
wrapped
Suriname
all
03/25/2021
0
0
caerulea
Suriname
all
03/26/2021
0
0
scrunched
Suriname
all
03/27/2021
0
0
fullan
Suriname
all
03/28/2021
0
0
brava
Suriname
all
03/29/2021
0
0
low-fat
Suriname
all
03/30/2021
0
0
ladyland
Suriname
all
03/31/2021
0
0
installers
Suriname
all
04/01/2021
0
0
mcqueen
Suriname
all
04/02/2021
0
0
linley
Suriname
all
04/03/2021
0
0
commendations
Suriname
all
04/04/2021
0
0
baghdad
Suriname
all
04/05/2021
0
0
bergdorf
Suriname
all
04/06/2021
0
0
circulatory
Suriname
all
04/07/2021
0
0
smooth
Suriname
all
04/08/2021
0
0
workout
Suriname
all
04/09/2021
0
0
landen
Suriname
all
04/10/2021
0
0
bharti
Suriname
all
04/11/2021
0
0
three-mile
Suriname
all
04/12/2021
0
0
left-wing
Suriname
all
04/13/2021
0
0
penfield
Suriname
all
04/14/2021
0
0
re-establishing
Suriname
all
04/15/2021
0
0
tunesmith
Suriname
all
04/16/2021
0
0
bewley
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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