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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
Arizona
01/30/2021
759.0157072
782.9471067
mercantilist
United States
Arizona
01/31/2021
0
0
fail
United States
Arizona
02/01/2021
0
0
vim
United States
Arizona
02/02/2021
1005.237003
1042.065122
sneering
United States
Arizona
02/03/2021
384.0164123
398.7433481
run-out
United States
Arizona
02/04/2021
0
0
crossman
United States
Arizona
02/05/2021
772.4225726
804.705053
bites
United States
Arizona
02/06/2021
617.8502817
644.7418539
scratch
United States
Arizona
02/07/2021
0
0
layman
United States
Arizona
02/08/2021
0
0
wallflowers
United States
Arizona
02/09/2021
867.4911427
909.7821243
two-spirit
United States
Arizona
02/10/2021
259.0473502
272.1304659
free-spirited
United States
Arizona
02/11/2021
0
0
housekeepers
United States
Arizona
02/12/2021
652.317801
683.7450289
cherubim
United States
Arizona
02/13/2021
505.3177176
529.076836
pictures
United States
Arizona
02/14/2021
0
0
potions
United States
Arizona
02/15/2021
0
0
bentham
United States
Arizona
02/16/2021
765.8484781
799.2047753
ucb
United States
Arizona
02/17/2021
159.6185949
166.3872674
phenol
United States
Arizona
02/18/2021
0
0
memes
United States
Arizona
02/19/2021
560.3377048
582.8151203
lind
United States
Arizona
02/20/2021
416.4126913
432.6412126
radio
United States
Arizona
02/21/2021
0
0
mmc
United States
Arizona
02/22/2021
0
0
background
United States
Arizona
02/23/2021
682.8112287
707.0931322
lassi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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