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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 Kingdom
England
03/31/2021
1682.065952
1571.39901
cbe
United Kingdom
England
04/01/2021
250.1736354
232.727221
sparkfun
United Kingdom
England
04/02/2021
527.0682076
488.2501643
americana
United Kingdom
England
04/03/2021
0
0
cashmere
United Kingdom
England
04/04/2021
0
0
us-iran
United Kingdom
England
04/05/2021
4277.141784
3959.610285
ledgers
United Kingdom
England
04/06/2021
1277.915762
1185.157023
knoll
United Kingdom
England
04/07/2021
1504.13094
1397.447716
elberton
United Kingdom
England
04/08/2021
67.32506768
62.66201671
storybook
United Kingdom
England
04/09/2021
345.5132368
322.1597653
serena
United Kingdom
England
04/10/2021
0
0
perpetrated
United Kingdom
England
04/11/2021
0
0
seldom
United Kingdom
England
04/12/2021
4050.707515
3797.371078
skilling
United Kingdom
England
04/13/2021
1092.744156
1026.255071
hu
United Kingdom
England
04/14/2021
1320.24164
1242.156571
elantra
United Kingdom
England
04/15/2021
0
0
conversion
United Kingdom
England
04/16/2021
181.9907072
171.8496261
enraptured
United Kingdom
England
04/17/2021
0
0
okey
United Kingdom
England
04/18/2021
0
0
bogs
United Kingdom
England
04/19/2021
3844.91874
3650.581284
chewed-up
United Kingdom
England
04/20/2021
927.8013397
882.5200373
ukrainian-born
United Kingdom
England
04/21/2021
1156.125398
1101.718648
agoura
United Kingdom
England
04/22/2021
0
0
sauerkraut
United Kingdom
England
04/23/2021
36.18987459
34.61382448
brouwer
United Kingdom
England
04/24/2021
0
0
evict
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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