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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
Rhode Island
01/21/2021
0
0
milk
United States
Rhode Island
01/22/2021
295.0279372
317.581494
realisation
United States
Rhode Island
01/23/2021
0
0
evened
United States
Rhode Island
01/24/2021
0
0
historical
United States
Rhode Island
01/25/2021
1347.346671
1425.260912
geneva
United States
Rhode Island
01/26/2021
0
0
gi
United States
Rhode Island
01/27/2021
0
0
surreptitious
United States
Rhode Island
01/28/2021
0
0
approximation
United States
Rhode Island
01/29/2021
192.5257703
199.0684996
katharine
United States
Rhode Island
01/30/2021
0
0
cayenne
United States
Rhode Island
01/31/2021
0
0
slocum
United States
Rhode Island
02/01/2021
1292.648136
1314.35708
husband-to-be
United States
Rhode Island
02/02/2021
0
0
western
United States
Rhode Island
02/03/2021
0
0
kalamazoo
United States
Rhode Island
02/04/2021
0
0
slimy
United States
Pennsylvania
04/26/2021
0
0
beilin
United States
Pennsylvania
04/27/2021
0
0
steadfast
United States
Pennsylvania
04/28/2021
0
0
fenced
United States
Pennsylvania
04/29/2021
0
0
founts
United States
Pennsylvania
04/30/2021
1388.573559
1422.268105
transported
United States
Pennsylvania
05/01/2021
0
0
softspoken
United States
Pennsylvania
05/02/2021
0
0
yishuv
United States
Pennsylvania
05/03/2021
0
0
incompletely
United States
Pennsylvania
05/04/2021
0
0
coccyx
United States
Pennsylvania
05/05/2021
0
0
emergence
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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