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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
Washington
01/01/2021
1386.014244
1380.219137
surgery
United States
Washington
01/02/2021
1107.847359
1105.449809
earthly
United States
Washington
01/03/2021
1271.201568
1271.024891
ts
United States
Washington
01/04/2021
1457.010789
1459.770979
clips
United States
Washington
01/05/2021
1818.640947
1825.799319
spaniards
United States
Washington
01/06/2021
1584.005357
1593.487435
nctc
United States
Washington
01/07/2021
803.9112124
810.3783238
intensity
United States
Washington
01/08/2021
1163.667186
1175.433513
jews
United States
Washington
01/09/2021
892.4662373
903.3425201
windows
United States
Washington
01/10/2021
1056.874665
1071.956976
amin
United States
Washington
01/11/2021
1243.211511
1263.55439
ambulance
United States
Washington
01/12/2021
1602.642908
1632.234615
contaminates
United States
Washington
01/13/2021
1373.924127
1402.191476
comedies
United States
Washington
01/14/2021
607.8651668
621.6593202
racecar
United States
Washington
01/15/2021
966.1830063
990.1638743
slouch
United States
Virginia
04/06/2021
55.11114158
57.04388342
blower
United States
Virginia
04/07/2021
216.7114619
224.1921382
biff
United States
Virginia
04/08/2021
75.54549248
78.11168345
dundas
United States
Virginia
04/09/2021
0
0
epithelial
United States
Virginia
04/10/2021
575.4512783
594.3664079
paralympic
United States
Virginia
04/11/2021
0
0
berth
United States
Virginia
04/12/2021
0
0
started
United States
Virginia
04/13/2021
21.81248866
22.493613
gabrielle
United States
Virginia
04/14/2021
185.2085429
190.8906665
pancreas
United States
Virginia
04/15/2021
44.65120695
45.99670089
superseded
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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