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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
Ukraine
all
05/10/2021
0
0
jalopy
Ukraine
all
05/11/2021
0
0
welche
Ukraine
all
05/12/2021
0
0
almanack
Ukraine
all
05/13/2021
1297.893352
1271.604476
government-approved
Ukraine
all
05/14/2021
2006.526891
1971.335647
marsan
Ukraine
all
05/15/2021
1937.954295
1909.259722
low-profit
Ukraine
all
05/16/2021
0
0
chuffy
Ukraine
all
05/17/2021
0
0
sedan
Ukraine
all
05/18/2021
0
0
diverges
Ukraine
all
05/19/2021
0
0
eres
Ukraine
all
05/20/2021
1124.212651
1123.182013
accommodate
Ukraine
all
05/21/2021
1823.579151
1827.05916
best-of-three
Ukraine
all
05/22/2021
1760.575953
1768.937751
lapsed
Ukraine
all
05/23/2021
0
0
wesson
Ukraine
all
05/24/2021
0
0
fake
Ukraine
all
05/25/2021
0
0
filmore
Ukraine
all
05/26/2021
0
0
high-priority
Ukraine
all
05/27/2021
983.7840957
986.7198157
bourke-white
Ukraine
all
05/28/2021
1698.054227
1694.43808
alexie
Ukraine
all
05/29/2021
1651.859785
1639.980607
amado
Ukraine
all
05/30/2021
0
0
loertscher
Ukraine
all
05/31/2021
0
0
wco
Ukraine
all
06/01/2021
0
0
greensburg
Ukraine
all
06/02/2021
0
0
commiserating
Ukraine
all
06/03/2021
889.5790361
861.335598
squirmed
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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