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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
Oregon
06/05/2021
6.625509657
6.464409183
reznor
United States
Oregon
06/06/2021
0
0
segundo
United States
Oregon
06/07/2021
0
0
euler
United States
Oregon
06/08/2021
0
0
solemnly
United States
Oregon
06/09/2021
0
0
anders
United States
Oregon
06/10/2021
0
0
cynwyd
United States
Oregon
06/11/2021
688.7483627
679.3272844
wever
United States
Oregon
06/12/2021
0
0
assumptions
United States
Oregon
06/13/2021
0
0
iraq-iran
United States
Oregon
06/14/2021
0
0
improves
United States
Oregon
06/15/2021
0
0
well-dressed
United States
Oregon
06/16/2021
0
0
rafael
United States
Oregon
06/17/2021
0
0
blm
United States
Oregon
06/18/2021
658.7204872
658.0800442
kushel
United States
Oregon
06/19/2021
0
0
constitute
United States
Pennsylvania
12/22/2020
4354.382781
4473.997454
braise
United States
Pennsylvania
12/23/2020
4615.94801
4753.306412
drakes
United States
Pennsylvania
12/24/2020
4671.263248
4821.00044
hairston
United States
Pennsylvania
12/25/2020
5916.539847
6119.849057
at-risk
United States
Pennsylvania
12/26/2020
3964.172646
4109.582821
flintstone
United States
Pennsylvania
12/27/2020
2222.710515
2309.417872
euclid
United States
Pennsylvania
12/28/2020
3010.431974
3134.909942
cutie-pie
United States
Pennsylvania
12/29/2020
3511.578937
3665.029888
clarification
United States
Pennsylvania
12/30/2020
3778.935889
3952.989441
mcgraw
United States
Pennsylvania
12/31/2020
3843.393322
4029.528462
tamarack
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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