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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
Minnesota
01/26/2021
0
0
sallie
United States
Minnesota
01/27/2021
0
0
dressed-up
United States
Minnesota
01/28/2021
0
0
flushing
United States
Minnesota
01/29/2021
0
0
skirt
United States
Minnesota
01/30/2021
1928.44553
1898.708456
rye
United States
Minnesota
01/31/2021
1868.37887
1844.959972
thump
United States
Minnesota
02/01/2021
0
0
whalen
United States
Minnesota
02/02/2021
0
0
encephalopathy
United States
Minnesota
02/03/2021
0
0
militaristic
United States
Minnesota
02/04/2021
0
0
cesca
United States
Minnesota
02/05/2021
0
0
photographers
United States
Minnesota
02/06/2021
1624.333582
1632.686924
tots
United States
Minnesota
02/07/2021
1583.836304
1596.745367
prescriptive
United States
Minnesota
02/08/2021
0
0
jackson
United States
Minnesota
02/09/2021
0
0
jayne
United States
Minnesota
02/10/2021
0
0
exacting
United States
Minnesota
02/11/2021
0
0
pico
United States
Minnesota
02/12/2021
0
0
garlands
United States
Minnesota
02/13/2021
1368.145298
1400.915274
warsh
United States
Minnesota
02/14/2021
1345.566279
1380.812834
resurrecting
United States
Minnesota
02/15/2021
0
0
overtaken
United States
Minnesota
02/16/2021
0
0
lilian
United States
Minnesota
02/17/2021
0
0
pyjamas
United States
Minnesota
02/18/2021
0
0
fliers
United States
Minnesota
02/19/2021
0
0
bankrolling
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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