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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
Singapore
all
02/06/2021
9.032501098
10.07678978
board
Singapore
all
02/07/2021
10.84961821
12.17556547
singlehood
Singapore
all
02/08/2021
8.187209556
9.242432451
adrianna
Singapore
all
02/09/2021
19.59635896
22.25444799
propensity
Singapore
all
02/10/2021
9.652355822
11.02760944
confounds
Singapore
all
02/11/2021
8.121361983
9.201965456
rumored
Singapore
all
02/12/2021
7.496010775
8.423937696
ira
Singapore
all
02/13/2021
9.480519969
10.56767308
belviq
Singapore
all
02/14/2021
11.45800899
12.66914261
goes
Singapore
all
02/15/2021
8.878585226
9.738696134
top-ten
Singapore
all
02/16/2021
20.90949878
22.75345391
modulated
Singapore
all
02/17/2021
10.67876935
11.52919059
mannered
Singapore
all
02/18/2021
9.060973063
9.706287974
monkees
Singapore
all
02/19/2021
8.402280402
8.931052131
neurodevelopmental
Singapore
all
02/20/2021
10.5023796
11.0776153
minded
Singapore
all
02/21/2021
12.59331988
13.1818848
hasbrouck
Singapore
all
02/22/2021
9.871026669
10.25424097
sajak
Singapore
all
02/23/2021
22.57154794
23.27186995
heinze
Singapore
all
02/24/2021
11.77532768
12.05025228
stratford
Singapore
all
02/25/2021
10.07126687
10.23020968
seven-month
Singapore
all
02/26/2021
9.37976947
9.45787625
resources
Singapore
all
02/27/2021
11.59599163
11.60736866
rauber
Sierra Leone
all
05/19/2021
33.25058422
33.26630989
violinists
Sierra Leone
all
05/20/2021
33.07907001
33.12904509
quarries
Sierra Leone
all
05/21/2021
33.87299545
33.95939746
blandness
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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