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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
Virgin Islands
01/11/2021
0
0
rodman
United States
Virgin Islands
01/12/2021
0
0
starkness
United States
Virgin Islands
01/13/2021
0
0
deadweight
United States
Virgin Islands
01/14/2021
0
0
howards
United States
Virgin Islands
01/15/2021
0
0
corrupters
United States
Virgin Islands
01/16/2021
0
0
papua
United States
Virgin Islands
01/17/2021
0
0
radar
United States
Virgin Islands
01/18/2021
0
0
vickery
United States
Virgin Islands
01/19/2021
0
0
bloviating
United States
Virgin Islands
01/20/2021
0
0
deflection
United States
Virgin Islands
01/21/2021
0
0
separation
United States
Virgin Islands
01/22/2021
0
0
though
United States
Virgin Islands
01/23/2021
0
0
nightline
United States
Virgin Islands
01/24/2021
0
0
underwrite
United States
Virgin Islands
01/25/2021
0
0
overcome
United States
Vermont
04/16/2021
151.4401215
148.8044356
take-backs
United States
Vermont
04/17/2021
0
0
swindles
United States
Vermont
04/18/2021
39.09510964
38.36228574
jitter
United States
Vermont
04/19/2021
44.55026825
43.68539063
windmills
United States
Vermont
04/20/2021
9.981396881
9.780955567
backstop
United States
Vermont
04/21/2021
30.11731934
29.49242873
inking
United States
Vermont
04/22/2021
0
0
roidubouloi
United States
Vermont
04/23/2021
150.2075587
146.8909846
sycophants
United States
Vermont
04/24/2021
0
0
kite-flying
United States
Vermont
04/25/2021
37.27107883
36.39864782
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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