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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
03/22/2021
0
0
upturned
United States
Nebraska
03/23/2021
0
0
spitting
United States
Nebraska
03/24/2021
0
0
low-rider
United States
Nebraska
03/25/2021
1421.617588
1364.205758
brumfield
United States
Nebraska
03/26/2021
0
0
strangeness
United States
Nebraska
03/27/2021
0
0
sacralization
United States
Nebraska
03/28/2021
0
0
schomburg
United States
Nebraska
03/29/2021
0
0
accomplices
United States
Nebraska
03/30/2021
0
0
pubic
United States
Nebraska
03/31/2021
0
0
high-pitched
United States
Nebraska
04/01/2021
1359.494065
1252.200174
near-term
United States
Nebraska
04/02/2021
0
0
amt
United States
Nebraska
04/03/2021
0
0
semiotics
United States
Nebraska
04/04/2021
0
0
mirth
United States
Nebraska
04/05/2021
0
0
opt-out
United States
Nebraska
12/27/2020
0
0
relieve
United States
Nebraska
12/28/2020
455.9027612
430.2188813
star-spangled
United States
Nebraska
12/29/2020
0
0
incongruent
United States
Nebraska
12/30/2020
4.471001964
4.260485696
serrated
United States
Nebraska
12/31/2020
3657.933033
3502.870706
lilliputian
United States
Nebraska
01/01/2021
0
0
sonders
United States
Nebraska
01/02/2021
0
0
manifesting
United States
Nebraska
01/03/2021
0
0
bandolier
United States
Nebraska
01/04/2021
173.56122
169.5445823
sixty-five-year-old
United States
Nebraska
01/05/2021
0
0
perfecto
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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