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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
Alabama
02/09/2021
419.8202571
418.2415426
boorstein
United States
Alabama
02/10/2021
181.4020351
182.3578565
rosales
United States
Alabama
02/11/2021
381.4241671
382.6317554
freezers
United States
Alabama
02/12/2021
0
0
brona
United States
Alabama
02/13/2021
0
0
dolby
United States
Alabama
02/14/2021
0
0
eurobonds
United States
Alabama
02/15/2021
84.81602221
84.37845182
ablaze
United States
Alabama
02/16/2021
369.4896034
366.8223425
iri
United States
Alabama
02/17/2021
134.5782051
133.3306681
photosynthesizing
United States
Alabama
02/18/2021
339.7801477
335.9363081
velden
United States
Alabama
02/19/2021
0
0
stub
United States
Alabama
02/20/2021
0
0
promenading
United States
Alabama
02/21/2021
0
0
wuerl
United States
Alabama
02/22/2021
40.64059558
39.85216116
rooftop
United States
Alabama
02/23/2021
331.5337952
324.4385083
dispersers
United States
Alabama
02/24/2021
95.16392851
92.93761823
prehistory
United States
Alabama
02/25/2021
305.2286375
297.4821018
qu
United States
Alabama
02/26/2021
0
0
counter-culture
United States
Alabama
02/27/2021
0
0
jenrette
United States
Alabama
02/28/2021
0
0
traversing
United States
Alabama
03/01/2021
3.315016028
3.204827161
effete
United States
Alabama
03/02/2021
300.1279139
289.5680591
silently
United States
Alabama
03/03/2021
62.02003147
59.71773008
heroics
United States
Alabama
03/04/2021
276.6722769
265.8678039
homicidal
United States
Alabama
03/05/2021
0
0
staggers
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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