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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
06/14/2021
7.64450613
8.057539039
re-creates
United States
Hawaii
06/15/2021
0
0
remy
United States
Hawaii
06/16/2021
13.49245345
14.29898098
treatise
United States
Hawaii
06/17/2021
26.68874495
28.36140428
metrocards
United States
Hawaii
06/18/2021
37.93996727
40.42827345
psyching
United States
Hawaii
06/19/2021
0
0
frightened
United States
Idaho
12/22/2020
717.0855258
763.9913176
three-putted
United States
Idaho
12/23/2020
842.1284632
896.6689717
metropolis
United States
Idaho
12/24/2020
0
0
five-month
United States
Idaho
12/25/2020
1004.905061
1068.690543
acrimonious
United States
Idaho
12/26/2020
207.4631068
220.4979816
iguana
United States
Idaho
12/27/2020
0
0
purell
United States
Idaho
12/28/2020
277.5260638
294.6060162
wavin
United States
Hawaii
03/19/2021
62.23442129
61.02290246
aborigines
United States
Hawaii
03/20/2021
14.8758284
14.66923051
stroud
United States
Hawaii
03/21/2021
0
0
asking
United States
Hawaii
03/22/2021
27.21565432
27.14658655
whitelighters
United States
Hawaii
03/23/2021
0
0
newness
United States
Hawaii
03/24/2021
32.87849162
33.17692647
declivity
United States
Hawaii
03/25/2021
46.34268423
47.03718859
anders
United States
Hawaii
03/26/2021
57.70904982
58.91893594
mandrell
United States
Hawaii
03/27/2021
12.25097902
12.58194083
snowflakes
United States
Hawaii
03/28/2021
0
0
trot
United States
Hawaii
03/29/2021
24.13266204
25.08186038
boni
United States
Hawaii
03/30/2021
0
0
bagpipes
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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