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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
California
02/14/2021
1224.817205
1160.841417
dogwoods
United States
California
02/15/2021
1040.439313
984.8742358
descriptive
United States
California
02/16/2021
4209.267691
3979.547014
trad
United States
California
02/17/2021
2995.21939
2828.26088
sones
United States
California
02/18/2021
0
0
towelettes
United States
California
02/19/2021
168.7632973
158.9638164
nausea
United States
California
02/20/2021
1245.282636
1171.531375
backgrounds
United States
California
02/21/2021
792.3223292
744.4820943
clapper
United States
California
02/22/2021
623.4492714
585.0870797
lifecycles
United States
California
02/23/2021
3836.188058
3595.729003
gilligan
United States
California
02/24/2021
2626.756007
2459.093986
gnp
United States
California
02/25/2021
0
0
jacobsen
United States
California
02/26/2021
0
0
architecture
United States
Arkansas
05/18/2021
0
0
rosenfeld
United States
Arkansas
05/19/2021
0
0
itt
United States
Arkansas
05/20/2021
249.4832784
246.713498
kittie
United States
Arkansas
05/21/2021
0
0
overshooting
United States
Arkansas
05/22/2021
0
0
nasr
United States
Arkansas
05/23/2021
0
0
nowthat
United States
Arkansas
05/24/2021
0
0
laboriously
United States
Arkansas
05/25/2021
0
0
tilled
United States
Arkansas
05/26/2021
0
0
poeme
United States
Arkansas
05/27/2021
233.7487507
232.8262055
legis
United States
Arkansas
05/28/2021
0
0
addresses
United States
Arkansas
05/29/2021
0
0
power-hercules
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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