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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
Minnesota
04/11/2021
441.2113604
435.268749
camino
United States
Minnesota
04/12/2021
0
0
biting
United States
Minnesota
04/13/2021
0
0
crosser
United States
Minnesota
04/14/2021
0
0
conglomerates
United States
Minnesota
04/15/2021
0
0
seinfeld
United States
Minnesota
04/16/2021
0
0
keyser
United States
Minnesota
04/17/2021
319.4241719
321.5926636
sexton
United States
Minnesota
04/18/2021
374.9073996
378.7487689
unis
United States
Minnesota
04/19/2021
0
0
italian
United States
Minnesota
04/20/2021
0
0
gabled
United States
Minnesota
04/21/2021
0
0
shalt
United States
Minnesota
04/22/2021
0
0
rudely
United States
Minnesota
04/23/2021
0
0
adelle
United States
Minnesota
04/24/2021
261.0230254
269.2452306
limber
United States
Minnesota
04/25/2021
319.0739398
330.2828361
force-feeding
United States
Minnesota
01/16/2021
2693.928777
2548.130252
quarantined
United States
Minnesota
01/17/2021
2585.875037
2452.811129
tamer
United States
Minnesota
01/18/2021
0
0
pless
United States
Minnesota
01/19/2021
0
0
thankless
United States
Minnesota
01/20/2021
0
0
salina
United States
Minnesota
01/21/2021
0
0
erna
United States
Minnesota
01/22/2021
0
0
aker
United States
Minnesota
01/23/2021
2282.983131
2202.716596
keeps
United States
Minnesota
01/24/2021
2200.41473
2129.148924
molino
United States
Minnesota
01/25/2021
0
0
delving
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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