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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
Nevada
01/26/2021
575.4720837
584.7151124
hiding
United States
Nevada
01/27/2021
755.4735428
766.3086771
ethnic/religious
United States
Nevada
01/28/2021
151.7486155
153.6649752
eros
United States
Nevada
01/29/2021
0
0
quick-tempered
United States
Nevada
01/30/2021
539.7009865
544.676224
kitzhaber
United States
Nevada
01/31/2021
0
0
javelina
United States
Nevada
02/01/2021
0
0
intemperance
United States
Nevada
02/02/2021
464.5945519
466.520919
tolls
United States
Nevada
02/03/2021
652.9686782
654.5795055
preconceived
United States
Nevada
02/04/2021
47.9217194
47.95972733
casto
United States
Nevada
02/05/2021
0
0
negligent
United States
Nevada
02/06/2021
446.1333177
445.0011345
kegger
United States
Nevada
02/07/2021
0
0
roediger
United States
Nevada
02/08/2021
0
0
transition
United States
Nevada
02/09/2021
375.1178207
372.307159
rosebud
United States
Nevada
02/10/2021
570.8655695
565.6515799
economics
United States
Nevada
02/11/2021
0
0
boyfriend
United States
Nevada
02/12/2021
0
0
smiths
United States
Nevada
02/13/2021
362.4020319
363.759944
impiety
United States
Nevada
02/14/2021
0
0
standby
United States
Nevada
02/15/2021
0
0
spook
United States
Nevada
02/16/2021
290.700182
295.6324094
handsomer
United States
Nevada
02/17/2021
482.9995684
493.3604012
neurochemistry
United States
Nevada
02/18/2021
0
0
all-tournament
United States
Nevada
02/19/2021
0
0
titration
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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