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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
Arizona
01/05/2021
1969.232282
1992.950399
gertrude
United States
Arizona
01/06/2021
1298.378813
1313.323972
nile
United States
Arizona
01/07/2021
789.4534559
798.119664
nlcs
United States
Arizona
01/08/2021
1631.734874
1648.77816
interfered
United States
Arizona
01/09/2021
1440.947663
1455.23157
spotify
United States
Arizona
01/10/2021
532.9982504
537.9985127
purcell
United States
Arizona
01/11/2021
0
0
elector
United States
Arizona
01/12/2021
1651.45331
1665.193602
human-induced
United States
Arizona
01/13/2021
989.3734484
997.0809895
scieszka
United States
Arizona
01/14/2021
490.2456028
493.8053182
catapult
United States
Arizona
01/15/2021
1347.460109
1356.531753
meep
United States
Arizona
01/16/2021
1164.148714
1173.867485
belch
United States
Arizona
01/17/2021
264.7437544
267.3831384
ravished
United States
Alaska
04/08/2021
0
0
stuffed
United States
Alaska
04/09/2021
10.94636413
10.69841435
renditions
United States
Alaska
04/10/2021
7.739753431
7.606712193
befor
United States
Alaska
04/11/2021
0
0
non-state
United States
Alaska
04/12/2021
0
0
banco
United States
Alaska
04/13/2021
0
0
pretzel
United States
Alaska
04/14/2021
24.91059507
25.04220052
broadcasts
United States
Alaska
04/15/2021
0
0
homesteads
United States
Alaska
04/16/2021
8.083456297
8.220140882
misinformed
United States
Alaska
04/17/2021
5.152065832
5.269654707
election
United States
Alaska
04/18/2021
0
0
deadlift
United States
Alaska
04/19/2021
0
0
annika
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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