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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
North Dakota
12/27/2020
60.81446034
68.25733323
akka
United States
North Dakota
12/28/2020
0
0
tellingly
United States
North Dakota
12/29/2020
0
0
bulldozed
United States
North Dakota
12/30/2020
130.875154
145.4422644
civilizing
United States
North Dakota
12/31/2020
92.46573569
102.4206091
early
United States
North Dakota
01/01/2021
0
0
inoculated
United States
North Dakota
01/02/2021
0
0
troponin
United States
North Dakota
01/03/2021
34.16463106
37.47403723
slept
United States
North Dakota
01/04/2021
0
0
harshly
United States
North Dakota
01/05/2021
0
0
gusset
United States
North Dakota
01/06/2021
108.212974
117.5497058
assails
United States
North Dakota
01/07/2021
71.2873857
77.18982997
accredited
United States
North Dakota
01/08/2021
0
0
loan-to-value
United States
North Dakota
01/09/2021
0
0
belew
United States
North Dakota
01/10/2021
13.64496058
14.63396145
bracken
United States
North Dakota
01/11/2021
0
0
mentalist
United States
North Dakota
01/12/2021
0
0
precautions
United States
North Dakota
01/13/2021
91.22073999
96.909168
banister
United States
North Dakota
01/14/2021
55.28515106
58.5484801
walid
United States
North Dakota
01/15/2021
0
0
hardwired
United States
North Dakota
01/16/2021
0
0
liquidating
United States
North Dakota
01/17/2021
0
0
kutler
United States
North Dakota
01/18/2021
0
0
repent
United States
North Dakota
01/19/2021
0
0
encores
United States
North Dakota
01/20/2021
78.61654523
81.49852318
hand-made
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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