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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
Slovenia
all
05/07/2021
0
0
contradicts
Slovenia
all
05/08/2021
0
0
poorest
Slovenia
all
05/09/2021
0
0
sundae
Slovenia
all
05/10/2021
0
0
receded
Slovenia
all
05/11/2021
0
0
glows
Slovenia
all
05/12/2021
355.5812906
369.0206423
desdemona
Slovenia
all
05/13/2021
0
0
lemur
Slovenia
all
05/14/2021
0
0
loom
Slovenia
all
05/15/2021
0
0
sonora
Slovenia
all
05/16/2021
0
0
rendered
Slovenia
all
05/17/2021
0
0
overleveraged
Slovenia
all
05/18/2021
0
0
prohibitions
Slovenia
all
05/19/2021
347.1885296
351.3158134
fertilizer
Slovenia
all
05/20/2021
0
0
waver
Slovenia
all
05/21/2021
0
0
match-up
Slovenia
all
05/22/2021
0
0
rinzler
Slovenia
all
05/23/2021
0
0
bribed
Slovenia
all
05/24/2021
0
0
hector
Slovenia
all
05/25/2021
0
0
weekly
Slovenia
all
05/26/2021
336.8501132
334.4000104
carly
Slovenia
all
05/27/2021
0
0
pharmacokinetic
Slovenia
all
05/28/2021
0
0
exhausting
Slovenia
all
02/18/2021
230.6538752
234.9060755
palm
Slovenia
all
02/19/2021
69.54134618
70.59297381
lugar
Slovenia
all
02/20/2021
62.68196816
63.42354236
egg
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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