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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
Turkey
all
05/02/2021
0
0
readjusted
Turkey
all
05/03/2021
0
0
gramsci
Turkey
all
05/04/2021
0
0
victors
Turkey
all
05/05/2021
0
0
gear
Turkey
all
05/06/2021
3298.506567
3250.379173
leakey
Turkey
all
05/07/2021
4517.830569
4440.960891
quote-unquote
Turkey
all
05/08/2021
0
0
devyn
Turkey
all
05/09/2021
0
0
handle
Turkey
all
05/10/2021
0
0
jellybeans
Turkey
all
05/11/2021
0
0
clipped
Turkey
all
05/12/2021
0
0
koerner
Turkey
all
05/13/2021
2764.946818
2678.369844
laikipia
Turkey
all
05/14/2021
4047.480676
3911.262941
discriminatory
Turkey
all
05/15/2021
0
0
helpers
Turkey
all
05/16/2021
0
0
reunite
Turkey
all
05/17/2021
0
0
premonition
Turkey
all
05/18/2021
0
0
aquariums
Turkey
all
05/19/2021
0
0
teresita
Turkey
all
05/20/2021
2296.812444
2187.768996
buggers
Turkey
all
05/21/2021
3637.98381
3457.026295
celebrations
Turkey
all
05/22/2021
0
0
large-print
Turkey
all
05/23/2021
0
0
dinghy
Turkey
all
05/24/2021
0
0
terrains
Turkey
all
05/25/2021
0
0
whitelaw
Turkey
all
05/26/2021
0
0
infrequent
Page 1 of 1

Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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