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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
Switzerland
all
03/13/2021
0
0
woo
Switzerland
all
03/14/2021
0
0
callus
Switzerland
all
03/15/2021
3434.493398
3584.315748
converging
Switzerland
all
03/16/2021
0
0
post-colonial
Switzerland
all
03/17/2021
0
0
audited
Switzerland
all
03/18/2021
0
0
ricocheted
Switzerland
all
03/19/2021
0
0
macaluso
Switzerland
all
03/20/2021
0
0
rudnick
Switzerland
all
03/21/2021
0
0
distant
Switzerland
all
03/22/2021
3322.677108
3427.07085
kaitlin
Switzerland
all
03/23/2021
0
0
promontory
Switzerland
all
03/24/2021
0
0
sooty
Switzerland
all
03/25/2021
0
0
plainspoken
Switzerland
all
03/26/2021
0
0
september-october
Switzerland
all
03/27/2021
0
0
mia
Switzerland
all
03/28/2021
0
0
prostitution
Switzerland
all
03/29/2021
3212.711696
3275.348095
lee
Switzerland
all
03/30/2021
0
0
mooses
Switzerland
all
03/31/2021
0
0
smoochie
Switzerland
all
04/01/2021
0
0
slap
Switzerland
all
04/02/2021
0
0
crashers
Switzerland
all
04/03/2021
0
0
trutv
Switzerland
all
04/04/2021
0
0
suffered
Switzerland
all
04/05/2021
3081.23257
3129.086626
task
Switzerland
all
04/06/2021
0
0
ruthlessly
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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