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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
02/06/2021
0
0
bandolier
Togo
all
02/07/2021
0
0
corina
Togo
all
02/08/2021
0
0
brentwood
Togo
all
02/09/2021
0
0
ideologically
Togo
all
02/10/2021
0
0
bioengineered
Togo
all
02/11/2021
0
0
multiplexes
Togo
all
02/12/2021
0
0
etch-a-sketch
Togo
all
02/13/2021
0
0
hayley
Togo
all
02/14/2021
0
0
id'ing
Togo
all
02/15/2021
0
0
caller
Togo
all
02/16/2021
0
0
tourniquet
Togo
all
02/17/2021
0
0
london
Togo
all
02/18/2021
0
0
legislates
Togo
all
02/19/2021
0
0
norris
Togo
all
02/20/2021
0
0
splatter
Togo
all
02/21/2021
0
0
fixtures
Togo
all
02/22/2021
0
0
fizz
Togo
all
02/23/2021
0
0
casco
Togo
all
02/24/2021
0
0
wisest
Togo
all
02/25/2021
0
0
psc
Togo
all
02/26/2021
0
0
stirringly
Togo
all
02/27/2021
0
0
rbcs
Timor-Leste
all
05/19/2021
0
0
muggeridge
Timor-Leste
all
05/20/2021
0
0
wunderlist
Timor-Leste
all
05/21/2021
0
0
andrei
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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