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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
South Sudan
all
02/21/2021
37.01599575
35.9554789
pirated
South Sudan
all
02/22/2021
32.4176399
31.47420282
bombastic
South Sudan
all
02/23/2021
34.39742715
33.38082789
gracilis
South Sudan
all
02/24/2021
61.26495384
59.4266361
appended
South Sudan
all
02/25/2021
54.33217892
52.67737748
erythropoietin
South Sudan
all
02/26/2021
47.5486428
46.0790195
coifed
South Sudan
all
02/27/2021
35.51192327
34.398339
leotards
South Sudan
all
02/28/2021
41.36303256
40.04736248
shrink
South Sudan
all
03/01/2021
36.80834973
35.62101214
ketchup
South Sudan
all
03/02/2021
38.85405434
37.58328242
grids
South Sudan
all
03/03/2021
65.86951079
63.68561559
unclaimed
South Sudan
all
03/04/2021
58.97468199
56.99295344
secondly
South Sudan
all
03/05/2021
52.23054932
50.45205779
sprenger
South Sudan
all
03/06/2021
40.21733059
38.82990796
incoherent
South Sudan
all
03/07/2021
46.15135279
44.53859139
foxes
South Sudan
all
03/08/2021
41.64639877
40.17246771
timberwolves
South Sudan
all
03/09/2021
43.61660968
42.19603076
prager
South Sudan
all
03/10/2021
70.45511036
68.36039285
w-l
South Sudan
all
03/11/2021
63.43475537
61.72987724
arthropods
South Sudan
all
03/12/2021
56.61097669
55.25208175
krutch
South Sudan
all
03/13/2021
44.63663134
43.69412498
textual
South Sudan
all
03/14/2021
50.38566833
49.46819918
gaslight
South Sudan
all
03/15/2021
45.86934837
45.16821394
vixens
South Sudan
all
03/16/2021
47.84959623
47.25891491
primes
South Sudan
all
03/17/2021
74.18758677
73.49126234
darman
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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