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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
Tajikistan
all
06/06/2021
0
0
amytal
Tajikistan
all
06/07/2021
0
0
repent
Tajikistan
all
06/08/2021
0
0
candesce
Tajikistan
all
06/09/2021
0
0
messenger
Tajikistan
all
06/10/2021
0
0
silvia
Tajikistan
all
06/11/2021
0
0
quattro
Tajikistan
all
06/12/2021
0
0
pyle
Tajikistan
all
06/13/2021
0
0
footballs
Tajikistan
all
06/14/2021
0
0
philadelphia
Tajikistan
all
06/15/2021
0
0
boaz
Tajikistan
all
06/16/2021
0
0
orbited
Tajikistan
all
06/17/2021
0
0
surveying
Tajikistan
all
06/18/2021
0
0
podcasts
Tanzania
all
06/19/2021
0
0
digit
Tanzania
all
12/22/2020
0
0
pluses
Tanzania
all
12/23/2020
0
0
resin
Tanzania
all
12/24/2020
0
0
mothered
Tanzania
all
12/25/2020
0
0
snuff
Tanzania
all
12/26/2020
0
0
nemeth
Tanzania
all
12/27/2020
0
0
rock-steady
Tanzania
all
12/28/2020
0
0
doorknobs
Tanzania
all
12/29/2020
0
0
madrasahs
Tajikistan
all
03/20/2021
0
0
embankment
Tajikistan
all
03/21/2021
0
0
immature
Tajikistan
all
03/22/2021
0
0
bassman
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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