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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
Suriname
all
06/06/2021
0
0
union
Suriname
all
06/07/2021
0
0
conglomeration
Suriname
all
06/08/2021
0
0
jim
Suriname
all
06/09/2021
0
0
hierarchies
Suriname
all
06/10/2021
0
0
vickie
Suriname
all
06/11/2021
0
0
bass-baritone
Suriname
all
06/12/2021
0
0
devastatingly
Suriname
all
06/13/2021
0
0
aged
Suriname
all
06/14/2021
0
0
bewitched
Suriname
all
06/15/2021
0
0
danse
Suriname
all
06/16/2021
0
0
enquirer
Suriname
all
06/17/2021
0
0
cleaners
Suriname
all
06/18/2021
0
0
satirical
Sweden
all
06/19/2021
0
0
bridesmaid
Sweden
all
12/22/2020
16588.3488
15856.02548
cinderblocks
Sweden
all
12/23/2020
3409.291995
3256.099687
kay
Sweden
all
12/24/2020
4276.259328
4080.751416
ell
Sweden
all
12/25/2020
5173.941318
4933.33389
ransom
Sweden
all
12/26/2020
0
0
aguilar
Sweden
all
12/27/2020
0
0
groves
Sweden
all
12/28/2020
0
0
aesir
Sweden
all
12/29/2020
15971.77465
15179.12495
crickets
Suriname
all
03/20/2021
0
0
woodstove
Suriname
all
03/21/2021
0
0
comfortless
Suriname
all
03/22/2021
0
0
periods
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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