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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
Vietnam
all
01/10/2021
5.623517242
5.555737892
patillo
Vietnam
all
01/11/2021
7.557479776
7.489794903
bce
Vietnam
all
01/12/2021
9.406751712
9.351819037
congresswomen
Vietnam
all
01/13/2021
9.869669312
9.842984262
armani
Vietnam
all
01/14/2021
14.48867214
14.495222
popova
Vietnam
all
01/15/2021
12.17437669
12.21854428
casio
Vietnam
all
01/16/2021
6.038434128
6.082322224
pursuant
Vietnam
all
01/17/2021
5.913531036
5.978194545
killing
Vietnam
all
01/18/2021
7.79634792
7.910395592
abba
Vietnam
all
01/19/2021
9.594721032
9.770773995
lashed
Vietnam
all
01/20/2021
10.03867131
10.26049505
complexions
Vietnam
all
01/21/2021
14.53542076
14.91148979
united
Vietnam
all
01/22/2021
12.26966401
12.63378179
tyla
Vietnam
all
01/23/2021
6.286038866
6.496672998
teenage
Vietnam
all
01/24/2021
6.161613717
6.391866166
choy
Vietnam
all
01/25/2021
7.993723852
8.323532228
look-see
Vietnam
all
01/26/2021
9.743376548
10.18355553
guercio
Vietnam
all
01/27/2021
10.17327931
10.67304876
progresses
Vietnam
all
01/28/2021
14.55122636
15.32395599
froese
Vietnam
all
01/29/2021
12.34144746
13.04630171
dowling
Vietnam
all
01/30/2021
6.511182419
6.909354797
aimed
Vietnam
all
01/31/2021
6.388187882
6.804840743
grata
Vietnam
all
02/01/2021
8.170492527
8.736904033
jquery
Vietnam
all
02/02/2021
9.87224121
10.59743029
sturgeons
Vietnam
all
02/03/2021
10.28888289
11.08753505
sulawesi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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