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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
Alabama
03/31/2021
0
0
weintraub
United States
Alabama
04/01/2021
197.534311
175.472973
ulla
United States
Alabama
04/02/2021
0
0
merchandised
United States
Alabama
04/03/2021
0
0
kerala
United States
Alabama
04/04/2021
0
0
tss
United States
Alabama
04/05/2021
0
0
salons
United States
Alabama
04/06/2021
194.2202222
173.5492629
halted
United States
Alabama
04/07/2021
0
0
oung
United States
Alabama
04/08/2021
175.8101798
158.3259771
preisser
United States
Alabama
04/09/2021
0
0
blatt
United States
Alabama
04/10/2021
0
0
mortal
United States
Alabama
04/11/2021
0
0
unpreparedness
United States
Alabama
04/12/2021
0
0
newmann
United States
Alabama
04/13/2021
171.1867821
157.2334215
high-energy
United States
Alabama
04/14/2021
0
0
jar-jar
United States
Alabama
04/15/2021
154.2357069
142.8019165
slaving
United States
Alabama
04/16/2021
0
0
attired
United States
Alabama
04/17/2021
0
0
loaves
United States
Alabama
04/18/2021
0
0
masque
United States
Alabama
04/19/2021
0
0
scowcroft
United States
Alabama
04/20/2021
150.7809066
142.4640303
squirted
United States
Alabama
04/21/2021
0
0
snorkeling
United States
Alabama
04/22/2021
135.1503937
128.7510422
objectivist
United States
Alabama
04/23/2021
0
0
kneeled
United States
Alabama
04/24/2021
0
0
genus
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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