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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
03/28/2021
2538.369306
2472.506273
two-dollar
South Africa
all
03/29/2021
2221.622709
2157.040624
errs
South Africa
all
03/30/2021
2738.363819
2650.263493
speakers
South Africa
all
03/31/2021
3453.340301
3331.590433
diarrheal
South Africa
all
04/01/2021
3199.460967
3076.860283
emiliano
South Africa
all
04/02/2021
3454.238903
3311.36032
explosive
South Africa
all
04/03/2021
3215.129444
3072.415821
mummies
South Africa
all
04/04/2021
2480.774071
2376.102707
shrill
South Africa
all
04/05/2021
2146.10278
2060.284849
androgynous
South Africa
all
04/06/2021
2653.501744
2553.272619
lodgepole
South Africa
all
04/07/2021
3353.408201
3234.205447
freeloading
South Africa
all
04/08/2021
3081.509564
2978.862087
payola
South Africa
all
04/09/2021
3315.853513
3212.848467
eeriness
South Africa
all
04/10/2021
3061.522191
2973.327124
romanticized
South Africa
all
04/11/2021
2338.597403
2276.530507
three-story
South Africa
all
04/12/2021
2009.215515
1960.467433
tackett
South Africa
all
04/13/2021
2508.44471
2453.32519
mariska
South Africa
all
04/14/2021
3196.870011
3133.974281
anti-putin
South Africa
all
04/15/2021
2928.996764
2878.137965
rozhenko
South Africa
all
04/16/2021
3159.251285
3111.72755
polarizes
South Africa
all
04/17/2021
2908.715513
2871.744133
consumes
South Africa
all
04/18/2021
2197.358452
2174.577749
emporium
South Africa
all
01/09/2021
3868.091348
3756.737
optimizes
South Africa
all
01/10/2021
3161.58137
3076.506401
suppressing
South Africa
all
01/11/2021
2844.478071
2773.301354
patios
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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