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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
05/15/2021
13.81631618
14.79765845
peroxidase
Vietnam
all
05/16/2021
13.68595168
14.73163024
alliances
Vietnam
all
05/17/2021
15.43910975
16.70260004
peacetime
Vietnam
all
05/18/2021
17.10846109
18.60243744
wonderbread
Vietnam
all
05/19/2021
17.50643204
19.132195
malfunction
Vietnam
all
05/20/2021
21.68827418
23.82383582
first-person
Vietnam
all
05/21/2021
19.55158877
21.58736747
radicchio
Vietnam
all
05/22/2021
13.95879798
15.49202215
karbala
Vietnam
all
05/23/2021
13.83068621
15.42971525
sana
Vietnam
all
05/24/2021
15.51955574
17.40441077
lexi
Vietnam
all
05/25/2021
17.1269215
19.30799097
get-out
Vietnam
all
05/26/2021
17.67948075
19.84150858
lalo
Vietnam
all
05/27/2021
21.96132767
24.53691276
kuleshov
Vietnam
all
02/17/2021
11.34240759
11.93984094
oshawa
Vietnam
all
02/18/2021
15.87592205
16.59435816
prentiss
Vietnam
all
02/19/2021
13.79706865
14.32049767
modigliani
Vietnam
all
02/20/2021
7.943460401
8.187514429
taipan
Vietnam
all
02/21/2021
7.900650092
8.087181834
now-retired
Vietnam
all
02/22/2021
9.860027641
10.02363489
vicks
Vietnam
all
02/23/2021
11.77481239
11.88869641
bowles
Vietnam
all
02/24/2021
12.34833299
12.38345522
dirac
Vietnam
all
02/25/2021
17.10648487
17.03991435
allahu
Vietnam
all
02/26/2021
14.92530154
14.76802644
philipp
Vietnam
all
02/27/2021
8.787254286
8.637033254
roofed
Vietnam
all
02/28/2021
8.744859588
8.538770984
sharp-elbowed
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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