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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
05/17/2021
0
0
calf
Togo
all
05/18/2021
0
0
hutt
Togo
all
05/19/2021
0
0
pejorative
Togo
all
05/20/2021
0
0
heres
Togo
all
05/21/2021
0
0
edith
Togo
all
05/22/2021
0
0
wosu
Togo
all
05/23/2021
0
0
northeaster
Togo
all
05/24/2021
0
0
preparations
Togo
all
05/25/2021
0
0
calais
Togo
all
05/26/2021
0
0
crawl
Togo
all
05/27/2021
0
0
reynosa
Togo
all
05/28/2021
0
0
biblioteca
Togo
all
05/29/2021
0
0
provisionally
Togo
all
05/30/2021
0
0
polynesian
Togo
all
05/31/2021
0
0
fiddler
Togo
all
06/01/2021
0
0
confucianism
Togo
all
06/02/2021
0
0
saudis
Togo
all
06/03/2021
0
0
bikini
Togo
all
06/04/2021
0
0
demand
Togo
all
06/05/2021
0
0
goy
Togo
all
06/06/2021
0
0
newswoman
Togo
all
06/07/2021
0
0
soluble
Togo
all
02/28/2021
0
0
chauvinism
Togo
all
03/01/2021
0
0
bel-air
Togo
all
03/02/2021
0
0
spinsters
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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