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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 Africa
all
03/03/2021
3568.627507
3676.162518
november-december
South Africa
all
03/04/2021
3317.989911
3425.134331
bekenstein
South Africa
all
03/05/2021
3540.882133
3662.899379
european
South Africa
all
03/06/2021
3306.382531
3427.516082
suv
South Africa
all
03/07/2021
2632.173077
2734.359762
gently
South Africa
all
03/08/2021
2325.26793
2420.644167
subatomic
South Africa
all
03/09/2021
2810.005919
2915.243929
lesser
South Africa
all
03/10/2021
3480.436586
3598.456032
quietest
South Africa
all
03/11/2021
3247.61327
3346.313724
chronological
South Africa
all
03/12/2021
3489.223796
3583.07643
spawning
South Africa
all
03/13/2021
3270.003289
3346.611728
interdiction
South Africa
all
03/14/2021
2600.518993
2652.47941
panning
South Africa
all
03/15/2021
2299.979858
2338.06081
elicit
South Africa
all
03/16/2021
2795.314248
2832.09019
steve
South Africa
all
03/17/2021
3480.524099
3514.557223
pungent
South Africa
all
03/18/2021
3240.61295
3261.425761
spearheaded
South Africa
all
03/19/2021
3486.539203
3497.309305
recapitulation
South Africa
all
03/20/2021
3260.617022
3259.891932
gamechanger
South Africa
all
03/21/2021
2573.952803
2564.913036
salima
South Africa
all
03/22/2021
2265.270476
2249.911763
jig
South Africa
all
03/23/2021
2771.267327
2743.480453
boycotts
South Africa
all
03/24/2021
3471.325355
3425.32226
hotdogs
South Africa
all
03/25/2021
3224.389924
3171.326452
rvs
South Africa
all
03/26/2021
3474.704037
3406.458263
probing
South Africa
all
03/27/2021
3242.147621
3168.21356
nursed
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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