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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
United States
North Dakota
05/01/2021
0
0
incriminate
United States
North Dakota
05/02/2021
0
0
yilmaz
United States
North Dakota
05/03/2021
0
0
combining
United States
North Dakota
05/04/2021
0
0
canvas
United States
North Dakota
05/05/2021
12.66945596
12.98446893
fuad
United States
North Dakota
05/06/2021
0
0
hint
United States
North Dakota
05/07/2021
0
0
geisler
United States
North Dakota
05/08/2021
0
0
daemon
United States
North Dakota
05/09/2021
0
0
wrestles
United States
North Dakota
05/10/2021
0
0
karageorghis
United States
North Dakota
05/11/2021
0
0
depo
United States
North Dakota
05/12/2021
11.86690995
11.67800468
meese
United States
North Dakota
05/13/2021
0
0
menelik
United States
North Dakota
05/14/2021
0
0
in-chief
United States
North Dakota
05/15/2021
0
0
unprotected
United States
North Dakota
02/05/2021
0
0
malia
United States
North Dakota
02/06/2021
0
0
ex-friends
United States
North Dakota
02/07/2021
0
0
spells
United States
North Dakota
02/08/2021
0
0
tasked
United States
North Dakota
02/09/2021
0
0
flinched
United States
North Dakota
02/10/2021
52.36227451
50.45631156
passer-by
United States
North Dakota
02/11/2021
17.28205188
16.67130732
haplotypes
United States
North Dakota
02/12/2021
0
0
inside-out
United States
North Dakota
02/13/2021
0
0
originating
United States
North Dakota
02/14/2021
0
0
vingt
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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