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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
Togo
all
03/03/2021
0
0
newsweeklies
Togo
all
03/04/2021
0
0
ur
Togo
all
03/05/2021
0
0
assignments
Togo
all
03/06/2021
0
0
early-morning
Togo
all
03/07/2021
0
0
energy-saving
Togo
all
03/08/2021
0
0
rmit
Togo
all
03/09/2021
0
0
puddled
Togo
all
03/10/2021
0
0
hu-man
Togo
all
03/11/2021
0
0
sales-tax
Togo
all
03/12/2021
0
0
affably
Togo
all
03/13/2021
0
0
wobble
Togo
all
03/14/2021
0
0
triennial
Togo
all
03/15/2021
0
0
good-for-nothing
Togo
all
03/16/2021
0
0
haggis
Togo
all
03/17/2021
0
0
fpc
Togo
all
03/18/2021
0
0
indispensable
Togo
all
03/19/2021
0
0
stationery
Togo
all
03/20/2021
0
0
anaconda
Togo
all
03/21/2021
0
0
tchotchke
Togo
all
03/22/2021
0
0
stillman
Togo
all
03/23/2021
0
0
tait
Togo
all
03/24/2021
0
0
italian-american
Togo
all
03/25/2021
0
0
piter
Togo
all
03/26/2021
0
0
bernhardt
Togo
all
03/27/2021
0
0
drizzles
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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