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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
Indiana
02/19/2021
111.8536478
111.2966018
gershwin
United States
Indiana
02/20/2021
0
0
hedgehogs
United States
Indiana
02/21/2021
0
0
masked
United States
Indiana
02/22/2021
625.6458015
620.1621466
anti-establishment
United States
Indiana
02/23/2021
0
0
dukakis
United States
Indiana
02/24/2021
0
0
avenge
United States
Indiana
02/25/2021
575.7292182
568.5206462
arcana
United States
Indiana
02/26/2021
42.32085775
41.73825008
upgrades
United States
Indiana
02/27/2021
0
0
hecla
United States
Indiana
02/28/2021
0
0
risp
United States
Indiana
03/01/2021
564.1792829
554.3147878
spanx
United States
Indiana
03/02/2021
0
0
legalities
United States
Indiana
03/03/2021
0
0
full-term
United States
Indiana
03/04/2021
517.0457856
506.0973467
gleams
United States
Indiana
03/05/2021
0
0
nineteenth-century
United States
Indiana
03/06/2021
0
0
professional
United States
Indiana
03/07/2021
0
0
caballes
United States
Indiana
03/08/2021
510.6964511
497.3915359
reapers
United States
Indiana
03/09/2021
0
0
laborers
United States
Indiana
03/10/2021
0
0
pimple
United States
Indiana
03/11/2021
466.643124
452.1532246
iraqis
United States
Indiana
03/12/2021
0
0
constitutionally
United States
Indiana
03/13/2021
0
0
sensing
United States
Indiana
03/14/2021
0
0
emilee
United States
Indiana
03/15/2021
463.7349076
446.2812162
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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