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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
Hawaii
05/20/2021
33.15712135
33.38782462
grantor
United States
Hawaii
05/21/2021
45.15136323
45.40068992
phoning
United States
Hawaii
05/22/2021
0
0
subscript
United States
Hawaii
05/23/2021
0
0
zinging
United States
Hawaii
05/24/2021
11.81634587
11.83098516
remote-controlled
United States
Hawaii
05/25/2021
0
0
thi
United States
Hawaii
05/26/2021
17.98424881
18.02735797
stryker
United States
Hawaii
05/27/2021
31.88747051
32.04652952
rapiers
United States
Hawaii
05/28/2021
43.74139915
44.07351226
ladylike
United States
Hawaii
05/29/2021
0
0
travel-related
United States
Hawaii
05/30/2021
0
0
troth
United States
Hawaii
05/31/2021
10.35650634
10.5169061
nickel
United States
Hawaii
06/01/2021
0
0
gunshots
United States
Hawaii
06/02/2021
16.38759545
16.72879132
pinion
United States
Hawaii
06/03/2021
30.05629198
30.76284646
leedom
United States
Hawaii
06/04/2021
41.71034568
42.80354148
low-level
United States
Hawaii
06/05/2021
0
0
havarti
United States
Hawaii
06/06/2021
0
0
mckale
United States
Hawaii
06/07/2021
8.951731177
9.25967098
unnumbered
United States
Hawaii
06/08/2021
0
0
proc
United States
Hawaii
06/09/2021
14.89189396
15.48658079
initiate
United States
Hawaii
06/10/2021
28.32493879
29.53505483
trey
United States
Hawaii
06/11/2021
39.77808345
41.58904749
yo-ho-ho
United States
Hawaii
06/12/2021
0
0
shallowness
United States
Hawaii
06/13/2021
0
0
troupes
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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