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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
Kentucky
02/04/2021
0
0
glassmakers
United States
Kentucky
02/05/2021
2573.117112
2677.283849
childbirths
United States
Kentucky
02/06/2021
0
0
cave-in
United States
Kentucky
02/07/2021
0
0
emmanuelle
United States
Kentucky
02/08/2021
0
0
eyeliners
United States
Kentucky
02/09/2021
0
0
collaborated
United States
Kentucky
02/10/2021
245.6742253
260.3558671
clinging
United States
Kentucky
02/11/2021
0
0
rebuffed
United States
Kentucky
02/12/2021
2373.922095
2534.197017
roosters
United States
Kentucky
02/13/2021
0
0
frilly
United States
Kentucky
02/14/2021
0
0
kazoo
United States
Kentucky
02/15/2021
0
0
vocalic
United States
Kentucky
02/16/2021
0
0
audible
United States
Kansas
05/08/2021
0
0
all-pervasive
United States
Kansas
05/09/2021
0
0
defuse
United States
Kansas
05/10/2021
0
0
disposable
United States
Kansas
05/11/2021
0
0
esc
United States
Kansas
05/12/2021
274.2308037
292.4112743
gyroscopic
United States
Kansas
05/13/2021
0
0
kayleigh
United States
Kansas
05/14/2021
0
0
accurate
United States
Kansas
05/15/2021
0
0
artistry
United States
Kansas
05/16/2021
0
0
clackamas
United States
Kansas
05/17/2021
0
0
bc-eu-gen
United States
Kansas
05/18/2021
0
0
place-names
United States
Kansas
05/19/2021
241.1658041
271.524433
whacker
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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