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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
Missouri
04/01/2021
313.8510353
309.7810325
supported
United States
Missouri
04/02/2021
0
0
atty
United States
Missouri
04/03/2021
0
0
radomski
United States
Missouri
04/04/2021
0
0
blow-up
United States
Missouri
04/05/2021
142.9501673
142.0967237
yucatan
United States
Missouri
04/06/2021
0
0
reinforcing
United States
Missouri
04/07/2021
0
0
greece
United States
Missouri
04/08/2021
286.3902177
286.0501946
leatherback
United States
Missouri
04/09/2021
0
0
troublemakers
United States
Missouri
04/10/2021
0
0
lactating
United States
Missouri
04/11/2021
0
0
pre-game
United States
Missouri
04/12/2021
118.9659677
119.5919726
lich
United States
Missouri
04/13/2021
0
0
landscaping
United States
Missouri
04/14/2021
0
0
www
United States
Missouri
04/15/2021
262.0594352
264.7203774
iggy
United States
Missouri
01/06/2021
903.6804249
969.7584698
abolished
United States
Missouri
01/07/2021
1138.799489
1230.422315
nuthin
United States
Missouri
01/08/2021
32.64135351
35.51024033
trilateral
United States
Missouri
01/09/2021
0
0
tria
United States
Missouri
01/10/2021
366.6075326
404.3950802
soldiered
United States
Missouri
01/11/2021
896.5448541
995.9042577
cracker
United States
Missouri
01/12/2021
167.4033615
187.2717522
twentysomething
United States
Missouri
01/13/2021
691.7254094
779.3384631
astrodome
United States
Missouri
01/14/2021
924.4241188
1048.986726
precedent
United States
Missouri
01/15/2021
0
0
massie
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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