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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
Pennsylvania
05/31/2021
0
0
forts
United States
Pennsylvania
06/01/2021
0
0
expectation
United States
Pennsylvania
06/02/2021
0
0
vied
United States
Pennsylvania
06/03/2021
0
0
bodley
United States
Pennsylvania
06/04/2021
1131.632346
1160.414081
vietnam-era
United States
Pennsylvania
06/05/2021
0
0
gunk
United States
Pennsylvania
06/06/2021
0
0
lodis
United States
Pennsylvania
06/07/2021
0
0
efforts
United States
Pennsylvania
06/08/2021
0
0
twisters
United States
Pennsylvania
06/09/2021
0
0
marrin
United States
Pennsylvania
06/10/2021
0
0
pug
United States
Pennsylvania
06/11/2021
1043.30493
1113.801297
mcgraw
United States
Pennsylvania
06/12/2021
0
0
sublimity
United States
Pennsylvania
06/13/2021
0
0
team
United States
Pennsylvania
06/14/2021
0
0
dimock
United States
Pennsylvania
03/07/2021
0
0
buxbaum
United States
Pennsylvania
03/08/2021
0
0
probationary
United States
Pennsylvania
03/09/2021
0
0
busey
United States
Pennsylvania
03/10/2021
369.1069408
379.3167138
clavin
United States
Pennsylvania
03/11/2021
543.146833
558.0630396
soloed
United States
Pennsylvania
03/12/2021
1913.541854
1965.713552
failsafe
United States
Pennsylvania
03/13/2021
48.94873545
50.27360355
agroforestry
United States
Pennsylvania
03/14/2021
0
0
tallil
United States
Pennsylvania
03/15/2021
0
0
savannah
United States
Pennsylvania
03/16/2021
0
0
alcohol
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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