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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
Ohio
05/21/2021
3593.144832
3652.817423
west
United States
Ohio
05/22/2021
0
0
caplan
United States
Ohio
05/23/2021
0
0
amassing
United States
Ohio
05/24/2021
0
0
sedans
United States
Ohio
05/25/2021
0
0
storekeeper
United States
Ohio
05/26/2021
0
0
fragmenting
United States
Ohio
05/27/2021
0
0
petropolis
United States
Ohio
05/28/2021
3372.816168
3452.054227
storing
United States
Ohio
05/29/2021
0
0
alert
United States
Ohio
05/30/2021
0
0
casement
United States
Ohio
05/31/2021
0
0
eccleston
United States
Ohio
06/01/2021
0
0
glumly
United States
Ohio
06/02/2021
0
0
refilled
United States
Ohio
06/03/2021
0
0
larnaca
United States
Ohio
06/04/2021
3136.917286
3261.289798
ophelia
United States
Ohio
02/25/2021
0
0
low-mass
United States
Ohio
02/26/2021
6816.405315
7027.040096
kenny
United States
Ohio
02/27/2021
0
0
grudgingly
United States
Ohio
02/28/2021
0
0
sandstorm
United States
Ohio
03/01/2021
0
0
rigors
United States
Ohio
03/02/2021
0
0
kole
United States
Ohio
03/03/2021
707.7076262
728.6367079
nancie
United States
Ohio
03/04/2021
0
0
aides
United States
Ohio
03/05/2021
6454.485231
6641.941449
canines
United States
Ohio
03/06/2021
0
0
d'yquem
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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