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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
Slovak Republic
all
06/06/2021
0
0
neiman
Slovak Republic
all
06/07/2021
0
0
centurions
Slovak Republic
all
06/08/2021
0
0
fireball
Slovak Republic
all
06/09/2021
108.1463953
120.7114826
borne
Slovak Republic
all
06/10/2021
244.8518616
272.8851953
cooperman
Slovak Republic
all
06/11/2021
159.0428182
176.9830426
falkowski
Slovak Republic
all
06/12/2021
0
0
gobble
Slovak Republic
all
06/13/2021
0
0
koolhaas
Slovak Republic
all
06/14/2021
0
0
belgrade
Slovak Republic
all
06/15/2021
0
0
polym
Slovak Republic
all
06/16/2021
95.15774628
105.0949399
anaconda
Slovak Republic
all
06/17/2021
233.6711119
257.6853084
harasses
Slovak Republic
all
06/18/2021
147.2814666
162.1737985
bogdan
Slovenia
all
06/19/2021
0
0
five
Slovenia
all
12/22/2020
565.5114231
657.8292624
touchy
Slovenia
all
12/23/2020
1364.856831
1575.650159
riley
Slovenia
all
12/24/2020
944.2447504
1081.889846
macao
Slovenia
all
12/25/2020
783.7336828
891.2863277
intractability
Slovenia
all
12/26/2020
758.7924096
856.5369714
thig
Slovenia
all
12/27/2020
343.3200629
384.6985088
tablecloth
Slovenia
all
12/28/2020
0
0
gbs
Slovenia
all
12/29/2020
429.1420164
473.9021531
imprints
Slovak Republic
all
03/20/2021
181.9520508
176.6734762
trice
Slovak Republic
all
03/21/2021
0
0
codependent
Slovak Republic
all
03/22/2021
0
0
six-months
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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