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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
Arkansas
12/31/2020
1155.707526
1115.22403
plowman
United States
Arkansas
01/01/2021
0
0
guru
United States
Arkansas
01/02/2021
162.3752914
155.9759409
homecare
United States
Arkansas
01/03/2021
57.74010052
55.33887375
arguing
United States
Arkansas
01/04/2021
0
0
mcauliffe
United States
Arkansas
01/05/2021
707.0764081
674.6150452
journeys
United States
Arkansas
01/06/2021
596.7156456
568.0399305
mendacity
United States
Arkansas
01/07/2021
1039.346199
987.1783827
andrean
United States
Arkansas
01/08/2021
0
0
rathbone
United States
Arkansas
01/09/2021
34.86056113
32.96281257
confiscating
United States
Arkansas
01/10/2021
0
0
frcs
United States
Arkansas
01/11/2021
0
0
shaded
United States
Arkansas
01/12/2021
596.1406038
559.93364
serializing
United States
Arkansas
01/13/2021
489.3313386
458.5934392
rotator
United States
Arkansas
01/14/2021
944.1009029
882.8406065
viking
United States
Arkansas
01/15/2021
0
0
mujeres
United States
Arkansas
01/16/2021
0
0
leptons
United States
Arkansas
01/17/2021
0
0
safeco
United States
Arkansas
01/18/2021
0
0
totius
United States
Arkansas
01/19/2021
486.6126891
461.4691095
poochie
United States
Arkansas
01/20/2021
383.162421
364.857848
kvothe
United States
Arkansas
01/21/2021
830.0806037
793.6882781
rivalling
United States
Arkansas
01/22/2021
0
0
pestilence
United States
Arkansas
01/23/2021
0
0
marston
United States
Arkansas
01/24/2021
0
0
resourcefulness
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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