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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
North Carolina
01/01/2021
6371.696253
5939.412051
godliness
United States
North Carolina
01/02/2021
1361.463336
1260.957431
medalist
United States
North Carolina
01/03/2021
1727.359369
1589.648548
strop
United States
North Carolina
01/04/2021
505.3623639
462.128644
digitizing
United States
North Carolina
01/05/2021
1128.522183
1025.484446
eastin
United States
North Carolina
01/06/2021
2129.370483
1922.854322
o'dowd
United States
North Carolina
01/07/2021
0
0
birdhouse
United States
North Carolina
01/08/2021
6162.426561
5496.041229
topcoat
United States
North Carolina
01/09/2021
931.4799976
825.6542832
gangland
United States
North Carolina
01/10/2021
1325.684981
1167.905969
moret
United States
North Carolina
01/11/2021
60.95937888
53.37858673
instrumentality
United States
North Carolina
01/12/2021
724.5993259
630.6660062
tuesdays
United States
North Carolina
01/13/2021
1781.271117
1541.0696
stockholm
United States
North Carolina
01/14/2021
0
0
sondra
United States
North Carolina
01/15/2021
5994.952196
5125.142878
jgl
United States
New York
04/06/2021
0
0
juventus
United States
New York
04/07/2021
0
0
carols
United States
New York
04/08/2021
0
0
formalism
United States
New York
04/09/2021
1260.382886
1312.574281
reused
United States
New York
04/10/2021
0
0
flagship
United States
New York
04/11/2021
0
0
unwanted
United States
New York
04/12/2021
190.5086461
197.6163322
snug
United States
New York
04/13/2021
0
0
decompression
United States
New York
04/14/2021
0
0
bonamici
United States
New York
04/15/2021
0
0
centerpoint
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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