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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
03/13/2021
0
0
match-ups
Turkey
all
03/14/2021
0
0
scrapbooker
Turkey
all
03/15/2021
0
0
astronomical
Turkey
all
03/16/2021
0
0
bonobo
Turkey
all
03/17/2021
0
0
mortis
Turkey
all
03/18/2021
10711.66292
10944.62482
surfeited
Turkey
all
03/19/2021
11265.27602
11575.64163
dividend
Turkey
all
03/20/2021
0
0
prime
Turkey
all
03/21/2021
0
0
undead
Turkey
all
03/22/2021
0
0
begonia
Turkey
all
03/23/2021
0
0
three-hundred-pound
Turkey
all
03/24/2021
0
0
unbuttons
Turkey
all
03/25/2021
8737.751727
9295.190337
purifying
Turkey
all
03/26/2021
9386.715664
10044.60838
widowed
Turkey
all
03/27/2021
0
0
masson
Turkey
all
03/28/2021
0
0
incapable
Turkey
all
03/29/2021
0
0
eveland
Turkey
all
03/30/2021
0
0
laymon
Turkey
all
03/31/2021
0
0
ascribe
Turkey
all
04/01/2021
7097.007405
7873.803753
crystallized
Turkey
all
04/02/2021
7816.863981
8725.953358
rematch
Turkey
all
04/03/2021
0
0
discolor
Turkey
all
04/04/2021
0
0
tomes
Turkey
all
04/05/2021
0
0
rowson
Turkey
all
04/06/2021
0
0
insularity
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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