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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
Somalia
all
12/23/2020
0
0
demon
Somalia
all
12/24/2020
0
0
candy
Somalia
all
12/25/2020
0
0
orly
Somalia
all
12/26/2020
0
0
inhospitable
Somalia
all
12/27/2020
0
0
oils
Somalia
all
12/28/2020
0
0
softie
Somalia
all
12/29/2020
0
0
riotous
Somalia
all
12/30/2020
0
0
newberg
Somalia
all
12/31/2020
0
0
gossipy
Somalia
all
01/01/2021
0
0
macaque
Somalia
all
01/02/2021
0
0
nonhierarchical
Somalia
all
01/03/2021
0
0
fiberglass
Somalia
all
01/04/2021
0
0
knorr
Somalia
all
01/05/2021
0
0
tanja
Somalia
all
01/06/2021
0
0
mid-career
Somalia
all
01/07/2021
0
0
harnessed
Somalia
all
01/08/2021
0
0
buckhead
Somalia
all
01/09/2021
0
0
air-conditioner
Somalia
all
01/10/2021
0
0
forefinger
Somalia
all
01/11/2021
0
0
intension
Somalia
all
01/12/2021
0
0
absolutes
Somalia
all
01/13/2021
0
0
composition
Somalia
all
01/14/2021
0
0
love-in
Somalia
all
01/15/2021
0
0
macfarlane
Somalia
all
01/16/2021
0
0
dreyfus
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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