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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
Thailand
all
02/16/2021
87.49467144
89.35692573
clanging
Thailand
all
02/17/2021
100.8529177
103.0543639
laughably
Thailand
all
02/18/2021
104.3304597
106.6646396
wilcher
Thailand
all
02/19/2021
91.21768174
93.30822588
ominously
Thailand
all
02/20/2021
97.69115591
99.98338264
bitching
Thailand
all
02/21/2021
107.9353471
110.5269204
frequently
Thailand
all
02/22/2021
97.82222743
100.2244884
solar
Thailand
all
02/23/2021
97.92110381
100.3794122
kitagawa
Thailand
all
02/24/2021
111.3836834
114.241026
dressmaker
Thailand
all
02/25/2021
115.004556
118.017894
molds
Thailand
all
02/26/2021
102.0997784
104.8310738
pitfall
Thailand
all
02/27/2021
108.7107073
111.6786359
meat
Thailand
all
02/28/2021
119.0811606
122.3977704
anticlimactic
Thailand
all
03/01/2021
109.1725308
112.273334
erlewine
Thailand
all
03/02/2021
109.4407712
112.6095712
thrilled
Thailand
all
03/03/2021
123.025319
126.6553978
knotted
Thailand
all
03/04/2021
126.8074827
130.6192703
ali
Thailand
all
03/05/2021
114.1287698
117.6226073
turnovers
Thailand
all
03/06/2021
120.8954799
124.663452
bellfort
Thailand
all
03/07/2021
131.4103303
135.5789096
kms
Thailand
all
03/08/2021
121.7248129
125.653739
craves
Thailand
all
03/09/2021
122.3557007
126.1927024
pursue
Tanzania
all
05/29/2021
0
0
harbour
Tanzania
all
05/30/2021
0
0
servomotors
Tanzania
all
05/31/2021
0
0
burj
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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