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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 States
Alaska
02/04/2021
0
0
sindh
United States
Alaska
02/05/2021
64.10510512
71.12276793
imparted
United States
Alaska
02/06/2021
57.71900818
64.68109735
diuretics
United States
Alaska
02/07/2021
18.06550454
20.45007761
jake
United States
Alaska
02/08/2021
0
0
airbag
United States
Alaska
02/09/2021
0
0
mortars
United States
Alaska
02/10/2021
66.645109
77.81161499
converses
United States
Alaska
02/11/2021
0
0
smi
United States
Alaska
02/12/2021
50.72269343
58.07227095
carlston
United States
Alaska
02/13/2021
46.15730719
52.33760755
drug-smuggling
United States
Alaska
02/14/2021
7.816115474
8.778319143
wind-borne
United States
Alaska
02/15/2021
0
0
fragmenting
United States
Alaska
02/16/2021
0
0
hydrangea
United States
Alabama
05/08/2021
0
0
withdraw
United States
Alabama
05/09/2021
0
0
mainstream
United States
Alabama
05/10/2021
0
0
thriftway
United States
Alabama
05/11/2021
108.3904826
106.0650021
citations
United States
Alabama
05/12/2021
0
0
mar/apr
United States
Alabama
05/13/2021
96.23463488
94.13025513
artaud
United States
Alabama
05/14/2021
0
0
oratorical
United States
Alabama
05/15/2021
0
0
laurie
United States
Alabama
05/16/2021
0
0
swarthy
United States
Alabama
05/17/2021
0
0
cowen
United States
Alabama
05/18/2021
98.42472483
96.17109797
congenitally
United States
Alabama
05/19/2021
0
0
michiko
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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