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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
Pennsylvania
01/26/2021
1318.069134
1361.931972
poked
United States
Pennsylvania
01/27/2021
1659.987992
1707.783331
aquifers
United States
Pennsylvania
01/28/2021
1796.269858
1840.001552
stagnating
United States
Pennsylvania
01/29/2021
3140.439349
3203.051445
pleasantly
United States
Pennsylvania
01/30/2021
1228.795917
1247.924193
geometrical
United States
Pennsylvania
01/31/2021
0
0
wooten
United States
Pennsylvania
02/01/2021
403.3185717
406.1162844
mizar
United States
Pennsylvania
02/02/2021
1007.871503
1010.569096
palmyra
United States
Pennsylvania
02/03/2021
1370.279175
1368.158277
poughkeepsie
United States
Pennsylvania
02/04/2021
1520.232153
1511.511111
crawler
United States
Pennsylvania
02/05/2021
2914.103688
2885.2817
napa
United States
Pennsylvania
02/06/2021
953.0203937
939.6687532
chronicled
United States
Pennsylvania
02/07/2021
0
0
googleplex
United States
Pennsylvania
02/08/2021
110.7912893
108.337657
gullibility
United States
Pennsylvania
02/09/2021
742.9978089
723.5575716
termites
United States
Pennsylvania
02/10/2021
1125.090373
1091.169048
tidings
United States
Pennsylvania
02/11/2021
1279.88735
1244.007917
threadbare
United States
Pennsylvania
02/12/2021
2696.753344
2626.887418
ramsey
United States
Pennsylvania
02/13/2021
706.1567307
689.3697962
progeny
United States
Pennsylvania
02/14/2021
0
0
honky
United States
Pennsylvania
02/15/2021
0
0
dwarfs
United States
Pennsylvania
02/16/2021
494.6685932
486.10578
miel
United States
Pennsylvania
02/17/2021
875.5409224
862.2877435
unshakable
United States
Pennsylvania
02/18/2021
1036.655373
1023.226093
landowning
United States
Pennsylvania
02/19/2021
2440.122698
2413.862017
morelock
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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