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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
03/01/2021
10.80079519
10.47727179
officialdom
Vietnam
all
03/02/2021
12.80887352
12.34445591
enlisted
Vietnam
all
03/03/2021
13.41104346
12.84134347
woodley
Vietnam
all
03/04/2021
18.39434824
17.49996894
lassiter
Vietnam
all
03/05/2021
16.11134977
15.23027182
urgently
Vietnam
all
03/06/2021
9.689386413
9.101490175
stretching
Vietnam
all
03/07/2021
9.647902974
9.005484429
writ
Vietnam
all
03/08/2021
11.80092719
10.94625123
reattaching
Vietnam
all
03/09/2021
13.78547072
12.8157401
hide-outs
Vietnam
all
03/10/2021
14.2903264
13.31494064
specifies
Vietnam
all
03/11/2021
19.24937348
17.97590953
auditing
Vietnam
all
03/12/2021
16.78353128
15.70858294
altadena
Vietnam
all
03/13/2021
10.2147969
9.582195096
three-layer
Vietnam
all
03/14/2021
10.09212297
9.488589007
bystander
Vietnam
all
03/15/2021
12.13136868
11.43180919
comparative
Vietnam
all
03/16/2021
14.08575936
13.30373966
lent
Vietnam
all
03/17/2021
14.58363233
13.80542373
pitre
Vietnam
all
03/18/2021
19.46542427
18.46888744
visceral
Vietnam
all
03/19/2021
17.03933141
16.20408494
cu-colorado
Vietnam
all
03/20/2021
10.5755218
10.0802465
deferential
Vietnam
all
03/21/2021
10.45590309
9.989197015
wasik
Vietnam
all
03/22/2021
12.46382409
11.9349974
tells
Vietnam
all
03/23/2021
14.38810418
13.80952998
footballer
Vietnam
all
03/24/2021
14.87900234
14.31382716
lanie
Vietnam
all
03/25/2021
19.68354716
18.97991634
politicize
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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