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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
Michigan
01/31/2021
0
0
babbles
United States
Michigan
02/01/2021
2105.900835
2239.306237
rosedale
United States
Michigan
02/02/2021
0
0
innocently
United States
Michigan
02/03/2021
0
0
labeled
United States
Michigan
02/04/2021
0
0
eldritch
United States
Michigan
02/05/2021
7826.461855
8499.683572
talker
United States
Michigan
02/06/2021
0
0
astonishing
United States
Michigan
02/07/2021
0
0
chain-reaction
United States
Michigan
02/08/2021
1513.390835
1670.278058
depict
United States
Michigan
02/09/2021
0
0
midsection
United States
Michigan
02/10/2021
0
0
masher
United States
Michigan
02/11/2021
0
0
oceangoing
United States
Michigan
02/12/2021
7185.812934
7958.580748
goals
United States
Michigan
02/13/2021
0
0
sawdust
United States
Michigan
02/14/2021
0
0
stutters
United States
Massachusetts
05/06/2021
0
0
ezekiel
United States
Massachusetts
05/07/2021
1116.042042
1125.430141
autumnal
United States
Massachusetts
05/08/2021
0
0
townhomes
United States
Massachusetts
05/09/2021
0
0
machu
United States
Massachusetts
05/10/2021
0
0
feltman
United States
Massachusetts
05/11/2021
0
0
artworks
United States
Massachusetts
05/12/2021
0
0
eva
United States
Massachusetts
05/13/2021
0
0
quadruple
United States
Massachusetts
05/14/2021
1043.000435
1079.694835
pivotal
United States
Massachusetts
05/15/2021
0
0
dsi
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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