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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
Sierra Leone
all
05/22/2021
33.68793433
33.80897216
magnes
Sierra Leone
all
05/23/2021
35.50696122
35.67161522
dichotomous
Sierra Leone
all
05/24/2021
36.34130579
36.5478598
aridity
Sierra Leone
all
05/25/2021
36.19995654
36.4436692
anastomosis
Sierra Leone
all
05/26/2021
38.86084772
39.24386576
stuffs
Sierra Leone
all
05/27/2021
38.74878475
39.25249288
watchmaker
Sierra Leone
all
05/28/2021
39.59236908
40.23226649
topanga
Sierra Leone
all
05/29/2021
39.4712811
40.23484372
mast
Sierra Leone
all
05/30/2021
41.32247382
42.25418764
byproducts
Sierra Leone
all
05/31/2021
42.20326245
43.29084889
combination
Sierra Leone
all
06/01/2021
42.12861603
43.35090992
colonics
Sierra Leone
all
06/02/2021
44.87100971
46.31931809
mississippians
Sierra Leone
all
06/03/2021
44.90326525
46.50010098
rwandans
Sierra Leone
all
06/04/2021
45.87320617
47.65616857
trash
Sierra Leone
all
06/05/2021
45.90243644
47.83923723
game-changing
Sierra Leone
all
06/06/2021
47.8636066
50.04340622
fray
Sierra Leone
all
06/07/2021
48.87852122
51.26924428
conifer
Sierra Leone
all
06/08/2021
48.96211001
51.52297235
loe
Sierra Leone
all
06/09/2021
51.80338702
54.68968306
redirects
Sierra Leone
all
06/10/2021
51.99761949
55.07338223
questionaire
Sierra Leone
all
06/11/2021
53.11186932
56.4372066
cigna
Sierra Leone
all
06/12/2021
53.30966222
56.83293946
ii
Sierra Leone
all
06/13/2021
55.39935411
59.25483794
flouting
Sierra Leone
all
06/14/2021
56.56723113
60.70348858
marshaling
Sierra Leone
all
06/15/2021
56.82819117
61.18527258
anglo-saxons
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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