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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
03/16/2021
42.25586323
44.42632034
paull
United Kingdom
Wales
03/17/2021
260.7041364
274.5666818
brockmann
United Kingdom
Wales
03/18/2021
61.96082285
65.36795869
self-discipline
United Kingdom
Wales
03/19/2021
0
0
viruses
United Kingdom
Wales
03/20/2021
0
0
primitivism
United Kingdom
Wales
03/21/2021
0
0
ip
United Kingdom
Wales
03/22/2021
328.1149157
348.560361
avis
United Kingdom
Wales
03/23/2021
17.9801825
19.13376549
trailblazer
United Kingdom
Wales
03/24/2021
234.6520715
250.1418652
much-used
United Kingdom
Wales
03/25/2021
39.07835821
41.73066046
ganja
United Kingdom
Wales
03/26/2021
0
0
crusher
United Kingdom
Wales
03/27/2021
0
0
visto
United Kingdom
Wales
03/28/2021
0
0
readers
United Kingdom
Scotland
06/17/2021
0
0
lockouts
United Kingdom
Scotland
06/18/2021
0
0
skyward
United Kingdom
Scotland
06/19/2021
0
0
bscs
United Kingdom
Wales
12/22/2020
953.0690035
953.8514045
jahlil
United Kingdom
Wales
12/23/2020
1170.876801
1166.094168
squashing
United Kingdom
Wales
12/24/2020
949.5701239
941.0786948
fellatio
United Kingdom
Wales
12/25/2020
788.28521
777.4439497
pathetic
United Kingdom
Wales
12/26/2020
563.5806255
553.1447662
resisted
United Kingdom
Wales
12/27/2020
664.0447264
648.6154087
pugliese
United Kingdom
Wales
12/28/2020
1196.796688
1163.395881
gayton
United Kingdom
Wales
12/29/2020
845.4705103
817.9613106
time-dependent
United Kingdom
Wales
12/30/2020
1069.725815
1030.015536
usernames
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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