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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
Suriname
all
04/17/2021
0
0
nuptial
Suriname
all
04/18/2021
0
0
ilitch
Suriname
all
04/19/2021
0
0
lessen
Suriname
all
04/20/2021
0
0
bau
Suriname
all
04/21/2021
0
0
next-generation
Suriname
all
04/22/2021
0
0
shapely
Suriname
all
04/23/2021
0
0
aughts
Suriname
all
04/24/2021
0
0
reseed
Suriname
all
04/25/2021
0
0
friday-night
Suriname
all
04/26/2021
0
0
groaned
Suriname
all
04/27/2021
0
0
hungate
Suriname
all
04/28/2021
0
0
polovina
Suriname
all
04/29/2021
0
0
menagerie
Suriname
all
04/30/2021
0
0
therapy
Suriname
all
05/01/2021
0
0
farrow
Suriname
all
05/02/2021
0
0
carmen
Suriname
all
05/03/2021
0
0
thong
Suriname
all
05/04/2021
0
0
flavors
Suriname
all
05/05/2021
0
0
drainage
Suriname
all
05/06/2021
0
0
atomically
Suriname
all
05/07/2021
0
0
loping
Suriname
all
05/08/2021
0
0
bridgman
Suriname
all
01/29/2021
0
0
blinds
Suriname
all
01/30/2021
0
0
reamer
Suriname
all
01/31/2021
0
0
barren
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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