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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
Connecticut
01/10/2021
0
0
lushest
United States
Connecticut
01/11/2021
3331.975206
3416.281782
zick
United States
Connecticut
01/12/2021
0
0
bahama
United States
Connecticut
01/13/2021
480.40114
496.1634683
mestas
United States
Connecticut
01/14/2021
0
0
strangely
United States
Connecticut
01/15/2021
1917.263715
1994.778742
duels
United States
Connecticut
01/16/2021
0
0
ping-pong
United States
Connecticut
01/17/2021
0
0
unenthusiastically
United States
Connecticut
01/18/2021
3096.843249
3198.590821
caricatures
United States
Connecticut
01/19/2021
0
0
labia
United States
Connecticut
01/20/2021
273.3263328
280.9429491
proteolytic
United States
Connecticut
01/21/2021
0
0
tuesdays-thursdays
United States
Connecticut
01/22/2021
1746.88722
1786.935439
unauthorized
United States
Connecticut
01/23/2021
0
0
al-libi
United States
Connecticut
01/24/2021
0
0
succession
United States
Connecticut
01/25/2021
2949.548928
2995.569383
hopes
United States
Connecticut
01/26/2021
0
0
remaining
United States
Connecticut
01/27/2021
80.36402629
81.23023439
borrowing
United States
Connecticut
01/28/2021
0
0
conformed
United States
Connecticut
01/29/2021
1585.293381
1594.805427
elgar
United States
Connecticut
01/30/2021
0
0
arrow
United States
Connecticut
01/31/2021
0
0
xi
United States
Connecticut
02/01/2021
2811.739817
2808.693949
suboptimal
United States
Connecticut
02/02/2021
0
0
cafe
United States
Connecticut
02/03/2021
0
0
education-oriented
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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