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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
Wales
01/25/2021
770.5107041
713.455543
two
United Kingdom
Wales
01/26/2021
402.493155
373.9818242
berns
United Kingdom
Wales
01/27/2021
637.0854417
594.016706
pearlman
United Kingdom
Wales
01/28/2021
401.5120419
375.6762983
dourdan
United Kingdom
Wales
01/29/2021
234.9775252
220.6282333
cul
United Kingdom
Wales
01/30/2021
6.600258757
6.219000623
petulant
United Kingdom
Wales
01/31/2021
119.6229882
113.1109199
booker
United Kingdom
Wales
02/01/2021
673.0894726
638.7021027
breton
United Kingdom
Wales
02/02/2021
316.1045796
301.0214512
trekked
United Kingdom
Wales
02/03/2021
547.3326453
523.0757751
red-nosed
United Kingdom
Wales
02/04/2021
319.6281149
306.5563763
alpine
United Kingdom
Wales
02/05/2021
159.4184963
153.4481939
platoon
United Kingdom
Wales
02/06/2021
0
0
debit
United Kingdom
Scotland
04/28/2021
167.8029467
178.8613592
kid
United Kingdom
Scotland
04/29/2021
64.79415729
69.46461037
leane
United Kingdom
Scotland
04/30/2021
19.70065154
21.05730166
capris
United Kingdom
Scotland
05/01/2021
0
0
wyckoff
United Kingdom
Scotland
05/02/2021
0
0
after-class
United Kingdom
Scotland
05/03/2021
280.1033206
296.7200458
typepad
United Kingdom
Scotland
05/04/2021
199.9220859
211.1539887
immunosuppressant
United Kingdom
Scotland
05/05/2021
158.0171757
166.401224
mile
United Kingdom
Scotland
05/06/2021
54.46020033
57.18063327
actuaries
United Kingdom
Scotland
05/07/2021
8.561330111
8.962563593
glazer
United Kingdom
Scotland
05/08/2021
0
0
elster
United Kingdom
Scotland
05/09/2021
0
0
righteousness
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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