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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 Dakota
05/26/2021
10.24503746
9.445733034
justifications
United States
North Dakota
05/27/2021
0
0
alum
United States
North Dakota
05/28/2021
0
0
larping
United States
North Dakota
05/29/2021
0
0
ilm
United States
North Dakota
05/30/2021
0
0
alcorn
United States
North Dakota
05/31/2021
0
0
florida
United States
North Dakota
06/01/2021
0
0
burials
United States
North Dakota
06/02/2021
8.818181978
8.494928388
meatier
United States
North Dakota
06/03/2021
0
0
franz
United States
North Dakota
06/04/2021
0
0
emps
United States
North Dakota
06/05/2021
0
0
yur
United States
North Dakota
06/06/2021
0
0
furrowed
United States
North Dakota
06/07/2021
0
0
according
United States
North Dakota
06/08/2021
0
0
footlocker
United States
North Dakota
06/09/2021
7.574677409
7.639734411
vesicles
United States
North Dakota
06/10/2021
0
0
kemal
United States
North Dakota
06/11/2021
0
0
unit-level
United States
North Dakota
06/12/2021
0
0
flagship
United States
North Dakota
06/13/2021
0
0
rubin
United States
North Dakota
06/14/2021
0
0
clum
United States
North Dakota
06/15/2021
0
0
kay
United States
North Dakota
06/16/2021
6.492099957
6.87055601
brubaker
United States
North Dakota
06/17/2021
0
0
kafka
United States
North Dakota
06/18/2021
0
0
phylis
United States
North Dakota
06/19/2021
0
0
clichs
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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