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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
03/06/2021
20.632362
19.1570966
gok
United States
Hawaii
03/07/2021
1.20821761
1.118549322
daniela
United States
Hawaii
03/08/2021
34.20564071
31.57480316
posted
United States
Hawaii
03/09/2021
0
0
pollution
United States
Hawaii
03/10/2021
40.25843843
37.5621771
biennale
United States
Hawaii
03/11/2021
54.77345365
51.38167085
activating
United States
Hawaii
03/12/2021
67.03552291
63.22663776
purpa
United States
Hawaii
03/13/2021
17.77429398
16.85610764
dab
United States
Hawaii
03/14/2021
0
0
streaker
United States
Hawaii
03/15/2021
30.56864999
29.31028554
reagans
United States
Hawaii
03/16/2021
0
0
parentage
United States
Hawaii
03/17/2021
36.42815625
35.31937457
rod-shaped
United States
Hawaii
03/18/2021
50.41907629
49.15945075
rhinelander
United States
Georgia
06/07/2021
0
0
counterweights
United States
Georgia
06/08/2021
3.566291506
3.71913819
mira
United States
Georgia
06/09/2021
0
0
extra-firm
United States
Georgia
06/10/2021
205.6151505
216.088061
diebold
United States
Georgia
06/11/2021
0
0
aquinas
United States
Georgia
06/12/2021
0
0
fujitsu
United States
Georgia
06/13/2021
0
0
intention
United States
Georgia
06/14/2021
0
0
espinosa
United States
Georgia
06/15/2021
0
0
gipe
United States
Georgia
06/16/2021
0
0
diverged
United States
Georgia
06/17/2021
191.4482657
206.8047671
sheamus
United States
Georgia
06/18/2021
0
0
quadrants
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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