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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
Vietnam
all
06/09/2021
20.21050398
21.3417272
staggering
Vietnam
all
06/10/2021
24.76871123
26.04513415
pli
Vietnam
all
06/11/2021
22.74829006
23.82047329
stoli
Vietnam
all
06/12/2021
17.00952848
17.73699127
hamburg
Vietnam
all
06/13/2021
17.03195005
17.68665261
longtime
Vietnam
all
06/14/2021
19.02377207
19.67338001
rosenstein
Vietnam
all
06/15/2021
20.96247853
21.58904713
classes
Vietnam
all
06/16/2021
21.58077718
22.13470716
narconon
Vietnam
all
06/17/2021
26.27790107
26.84234966
dazzler
Vietnam
all
06/18/2021
24.20258175
24.62192181
carvings
Yemen
all
06/19/2021
18.30101206
18.54269849
tension-filled
Yemen
all
12/22/2020
0
0
slivers
Yemen
all
12/23/2020
0
0
money-making
Yemen
all
12/24/2020
0
0
clarifying
Yemen
all
12/25/2020
0
0
yong
Yemen
all
12/26/2020
0
0
ifo
Yemen
all
12/27/2020
0
0
hoosier
Yemen
all
12/28/2020
0
0
guileless
Yemen
all
12/29/2020
0
0
resides
Yemen
all
12/30/2020
0
0
picked
Yemen
all
12/31/2020
0
0
golfer
Yemen
all
01/01/2021
0
0
component
Yemen
all
01/02/2021
0
0
fibrillary
Yemen
all
01/03/2021
0
0
rock-hewn
Yemen
all
01/04/2021
0
0
pe
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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