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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
Illinois
01/30/2021
0
0
boeing
United States
Illinois
01/31/2021
0
0
reaped
United States
Illinois
02/01/2021
0
0
misjudged
United States
Illinois
02/02/2021
0
0
wh-wh-what
United States
Illinois
02/03/2021
1468.384767
1452.66189
preservatives
United States
Illinois
02/04/2021
2568.426706
2539.231158
inelastic
United States
Illinois
02/05/2021
0
0
state-owned
United States
Illinois
02/06/2021
0
0
hot
United States
Illinois
02/07/2021
0
0
regelski
United States
Illinois
02/08/2021
0
0
traffic-related
United States
Illinois
02/09/2021
0
0
vocative
United States
Illinois
02/10/2021
1231.28785
1212.44217
success
United States
Illinois
02/11/2021
2341.486502
2313.090174
obtrusive
United States
Illinois
02/12/2021
0
0
amida
United States
Illinois
02/13/2021
0
0
peasants
United States
Illinois
02/14/2021
0
0
veiling
United States
Illinois
02/15/2021
0
0
ellman
United States
Illinois
02/16/2021
0
0
hitless
United States
Illinois
02/17/2021
991.8950657
999.2162203
tiles
United States
Illinois
02/18/2021
2090.108925
2112.488858
reactive
United States
Illinois
02/19/2021
0
0
hauled
United States
Illinois
02/20/2021
0
0
tingles
United States
Illinois
02/21/2021
0
0
likeliest
United States
Illinois
02/22/2021
0
0
peruvians
United States
Illinois
02/23/2021
0
0
italianate
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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