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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
Sweden
all
03/18/2021
0
0
kmetko
Sweden
all
03/19/2021
0
0
riches
Sweden
all
03/20/2021
0
0
relapses
Sweden
all
03/21/2021
0
0
debacles
Sweden
all
03/22/2021
0
0
vis-a-vis
Sweden
all
03/23/2021
9626.559241
8902.095053
sister-in-law
Sweden
all
03/24/2021
0
0
reauthorization
Sweden
all
03/25/2021
0
0
supranuclear
Sweden
all
03/26/2021
0
0
ghani
Sweden
all
03/27/2021
0
0
demand-side
Sweden
all
03/28/2021
0
0
ftont
Sweden
all
03/29/2021
0
0
steelhead
Sweden
all
03/30/2021
8914.189002
8503.140531
probable
Sweden
all
03/31/2021
0
0
brunvand
Sweden
all
04/01/2021
0
0
argh
Sweden
all
04/02/2021
0
0
single-spaced
Sweden
all
04/03/2021
0
0
unworthiness
Sweden
all
04/04/2021
0
0
bad-tempered
Sweden
all
04/05/2021
0
0
uninsured
Sweden
all
04/06/2021
8316.990177
8114.816042
jigs
Sweden
all
04/07/2021
0
0
bookstores
Sweden
all
04/08/2021
0
0
suger
Sweden
all
12/30/2020
2685.130404
2549.783532
yakut
Sweden
all
12/31/2020
3564.657906
3382.20904
diagnostician
Sweden
all
01/01/2021
4473.405212
4240.97563
ditto
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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