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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
Wyoming
03/01/2021
43.71909118
44.95890614
wada
United States
Wyoming
03/02/2021
0
0
croesus
United States
Wyoming
03/03/2021
0
0
miaa
United States
Wyoming
03/04/2021
0
0
solly
United States
Wyoming
03/05/2021
171.4705427
174.9475115
cohan
United States
Wyoming
03/06/2021
0
0
famed
United States
Wyoming
03/07/2021
0
0
chaco
United States
Wyoming
03/08/2021
29.6017481
30.02503047
unseeded
United States
Wyoming
03/09/2021
0
0
ol
United States
Wyoming
03/10/2021
0
0
hawthorne
United States
Wyoming
03/11/2021
0
0
rov
United States
Wyoming
03/12/2021
160.0047113
161.016564
unforced
United States
Wyoming
03/13/2021
0
0
commentator
United States
Wyoming
03/14/2021
0
0
gmu
United States
Wyoming
03/15/2021
16.97956356
16.98676646
eqs
United States
Wyoming
03/16/2021
0
0
maladjusted
United States
Wyoming
03/17/2021
0
0
wolfowitz
United States
Wyoming
03/18/2021
0
0
grants
United States
Wyoming
03/19/2021
149.9626419
148.8626265
slurry
United States
Wyoming
03/20/2021
0
0
ir
United States
Wyoming
03/21/2021
0
0
fanatics
United States
Wyoming
03/22/2021
5.693755032
5.619301594
hottle
United States
Wyoming
03/23/2021
0
0
gratified
United States
Wyoming
03/24/2021
0
0
abacus
United States
Wyoming
03/25/2021
0
0
beatable
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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