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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
Illinois
01/05/2021
439.597012
441.3950796
prom
United States
Illinois
01/06/2021
2754.487831
2765.175387
teacher-rated
United States
Illinois
01/07/2021
3764.018793
3777.832472
brookline
United States
Illinois
01/08/2021
0
0
heart-pounding
United States
Illinois
01/09/2021
287.1482141
288.08143
kilroy
United States
Illinois
01/10/2021
0
0
puke
United States
Illinois
01/11/2021
0
0
canape
United States
Illinois
01/12/2021
17.54169935
17.58766962
quatre
United States
Illinois
01/13/2021
2360.18124
2365.871711
priestly
United States
Illinois
01/14/2021
3392.962048
3400.431729
moment-to-moment
United States
Illinois
01/15/2021
0
0
year-and-a-half
United States
Illinois
01/16/2021
0
0
cumberland
United States
Illinois
01/17/2021
0
0
rodriguez
United States
Idaho
04/08/2021
0
0
anatomically
United States
Idaho
04/09/2021
215.7216667
222.0217652
tablescape
United States
Idaho
04/10/2021
0
0
untruth
United States
Idaho
04/11/2021
0
0
non-payment
United States
Idaho
04/12/2021
0
0
affirmed
United States
Idaho
04/13/2021
0
0
harelip
United States
Idaho
04/14/2021
0
0
datable
United States
Idaho
04/15/2021
0
0
rogerio
United States
Idaho
04/16/2021
212.8063385
207.5361925
fredrick
United States
Idaho
04/17/2021
0
0
pro-active
United States
Idaho
04/18/2021
0
0
klute
United States
Idaho
04/19/2021
0
0
singleminded
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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