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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
Massachusetts
05/16/2021
0
0
connote
United States
Massachusetts
05/17/2021
0
0
non-negotiables
United States
Massachusetts
05/18/2021
0
0
maggi
United States
Massachusetts
05/19/2021
0
0
shushes
United States
Massachusetts
05/20/2021
0
0
blaney
United States
Massachusetts
05/21/2021
973.8915603
1035.647216
harcourt
United States
Massachusetts
05/22/2021
0
0
c'est
United States
Massachusetts
05/23/2021
0
0
actually
United States
Massachusetts
05/24/2021
0
0
giuliani
United States
Massachusetts
05/25/2021
0
0
flame-retardant
United States
Massachusetts
05/26/2021
0
0
groening
United States
Massachusetts
05/27/2021
0
0
criminology
United States
Massachusetts
05/28/2021
921.4875603
993.2392146
turnbow
United States
Massachusetts
05/29/2021
0
0
high-top
United States
Massachusetts
05/30/2021
0
0
mordechai
United States
Massachusetts
05/31/2021
0
0
confederate
United States
Massachusetts
06/01/2021
0
0
portent
United States
Massachusetts
06/02/2021
0
0
barred
United States
Massachusetts
06/03/2021
0
0
oakland
United States
Massachusetts
06/04/2021
888.161542
952.4227796
evaluating
United States
Massachusetts
06/05/2021
0
0
cb
United States
Massachusetts
06/06/2021
0
0
michio
United States
Massachusetts
06/07/2021
0
0
averagely
United States
Massachusetts
06/08/2021
0
0
oregano
United States
Massachusetts
06/09/2021
0
0
thibodeau
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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