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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
Thailand
all
01/22/2021
56.1553794
57.21412247
rahul
Thailand
all
01/23/2021
62.21521038
63.38551077
weevil
Thailand
all
01/24/2021
72.06252346
73.41493724
milling
Thailand
all
01/25/2021
61.43798695
62.58834812
sketchbook
Thailand
all
01/26/2021
61.06772861
62.20851384
tsi
Thailand
all
01/27/2021
74.14262892
75.52445295
lemmon
Thailand
all
01/28/2021
77.30840441
78.74588455
yat-sen
Thailand
all
01/29/2021
63.80928875
64.99300378
fanshaw
Thailand
all
01/30/2021
69.96835749
71.26330085
riverfront
Thailand
all
01/31/2021
79.91860796
81.39424843
antes
Thailand
all
02/01/2021
69.3934086
70.67170664
factions
Thailand
all
02/02/2021
69.12804883
70.39846831
huber
Thailand
all
02/03/2021
82.31444711
83.82364273
spasmodic
Thailand
all
02/04/2021
85.59131926
87.15689285
puncher
Thailand
all
02/05/2021
72.20057186
73.51808926
interrogator
Thailand
all
02/06/2021
78.47666845
79.90531857
spurning
Thailand
all
02/07/2021
88.54745921
90.15561703
tavern
Thailand
all
02/08/2021
78.13927769
79.55502851
slows
Thailand
all
02/09/2021
77.99641458
79.40620499
secured
Thailand
all
02/10/2021
91.31193118
92.95845314
nygren
Thailand
all
02/11/2021
94.66300651
96.42113136
mobs
Thailand
all
02/12/2021
81.35933127
82.91440548
hypotenuse
Thailand
all
02/13/2021
87.71235547
89.43637924
bureaucracies
Thailand
all
02/14/2021
97.84775859
99.82406553
stompers
Thailand
all
02/15/2021
87.54745967
89.36325519
yuri
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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