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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
Florida
05/30/2021
0
0
between-study
United States
Florida
05/31/2021
0
0
tme
United States
Florida
06/01/2021
0
0
skies
United States
Florida
06/02/2021
0
0
earholes
United States
Florida
06/03/2021
0
0
hoggart
United States
Florida
06/04/2021
3736.586726
3613.745187
sonics
United States
Florida
06/05/2021
0
0
kroenke
United States
Florida
06/06/2021
0
0
irvington
United States
Florida
06/07/2021
0
0
anatomist
United States
Florida
06/08/2021
0
0
primaried
United States
Florida
06/09/2021
0
0
disinfect
United States
Florida
06/10/2021
0
0
libellous
United States
Florida
06/11/2021
3429.886643
3422.630018
man-made
United States
Florida
06/12/2021
0
0
collaborator
United States
Florida
06/13/2021
0
0
saucer
United States
Florida
06/14/2021
0
0
grandstander
United States
Florida
06/15/2021
0
0
hips
United States
Florida
06/16/2021
0
0
preloaded
United States
Florida
06/17/2021
0
0
tempera
United States
Florida
06/18/2021
3144.641079
3241.070986
ramped
United States
Florida
06/19/2021
0
0
goats
United States
Georgia
12/22/2020
1612.9892
1667.444939
obstructionist
United States
Georgia
12/23/2020
1248.852668
1290.013689
laugh
United States
Georgia
12/24/2020
1712.176034
1767.237255
shootout
United States
Georgia
12/25/2020
1193.430057
1230.855324
dorado
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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