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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
Timor-Leste
all
01/17/2021
0
0
jerome
Timor-Leste
all
01/18/2021
0
0
meatball
Timor-Leste
all
01/19/2021
0
0
impales
Timor-Leste
all
01/20/2021
0
0
porterfield
Timor-Leste
all
01/21/2021
0
0
crone
Timor-Leste
all
01/22/2021
0
0
constitutionality
Timor-Leste
all
01/23/2021
0
0
city-wide
Timor-Leste
all
01/24/2021
0
0
patton
Timor-Leste
all
01/25/2021
0
0
provocation
Timor-Leste
all
01/26/2021
0
0
carrel
Timor-Leste
all
01/27/2021
0
0
dean
Timor-Leste
all
01/28/2021
0
0
authorize
Timor-Leste
all
01/29/2021
0
0
atwater
Timor-Leste
all
01/30/2021
0
0
deduced
Timor-Leste
all
01/31/2021
0
0
invaluable
Timor-Leste
all
02/01/2021
0
0
expansion
Timor-Leste
all
02/02/2021
0
0
uncontainable
Timor-Leste
all
02/03/2021
0
0
war-ravaged
Timor-Leste
all
02/04/2021
0
0
awardwinning
Timor-Leste
all
02/05/2021
0
0
olpc
Timor-Leste
all
02/06/2021
0
0
yampa
Timor-Leste
all
02/07/2021
0
0
inhabitant
Thailand
all
04/29/2021
315.0599598
297.4277189
naiad
Thailand
all
04/30/2021
302.7850781
286.9565011
workforces
Thailand
all
05/01/2021
311.7005081
296.5644649
nighthorse
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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