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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
Nebraska
05/11/2021
0
0
tattooing
United States
Nebraska
05/12/2021
0
0
naam
United States
Nebraska
05/13/2021
711.7357888
739.1320402
asinine
United States
Nebraska
05/14/2021
0
0
anton
United States
Nebraska
05/15/2021
0
0
stepsister
United States
Nebraska
05/16/2021
0
0
encana
United States
Nebraska
05/17/2021
0
0
kiser
United States
Nebraska
05/18/2021
0
0
inhabits
United States
Nebraska
05/19/2021
0
0
california
United States
Nebraska
05/20/2021
658.7942737
675.7859687
days-long
United States
Nebraska
05/21/2021
0
0
gorecki
United States
Nebraska
05/22/2021
0
0
preoperatively
United States
Nebraska
05/23/2021
0
0
theroux
United States
Nebraska
05/24/2021
0
0
emr
United States
Nebraska
05/25/2021
0
0
valerius
United States
Nebraska
02/15/2021
0
0
megalithic
United States
Nebraska
02/16/2021
0
0
comprehended
United States
Nebraska
02/17/2021
0
0
three-fourths
United States
Nebraska
02/18/2021
1946.955594
2066.107456
disunited
United States
Nebraska
02/19/2021
0
0
crabmeat
United States
Nebraska
02/20/2021
0
0
undulant
United States
Nebraska
02/21/2021
0
0
antiretroviral
United States
Nebraska
02/22/2021
0
0
american-owned
United States
Nebraska
02/23/2021
0
0
cristal
United States
Nebraska
02/24/2021
0
0
shero
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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