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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
North Dakota
01/21/2021
43.22188212
44.6451529
rumours
United States
North Dakota
01/22/2021
0
0
tasers
United States
North Dakota
01/23/2021
0
0
resnik
United States
North Dakota
01/24/2021
0
0
tirades
United States
North Dakota
01/25/2021
0
0
forefoot
United States
North Dakota
01/26/2021
0
0
thruway
United States
North Dakota
01/27/2021
68.18869981
68.94595965
pence
United States
North Dakota
01/28/2021
33.07870087
33.32868853
baton
United States
North Dakota
01/29/2021
0
0
knee-high
United States
North Dakota
01/30/2021
0
0
poolside
United States
North Dakota
01/31/2021
0
0
flinging
United States
North Dakota
02/01/2021
0
0
coldplay
United States
North Dakota
02/02/2021
0
0
carillon
United States
North Dakota
02/03/2021
59.52813402
58.74126141
smattering
United States
North Dakota
02/04/2021
24.54101253
24.13367765
even
United States
North Carolina
04/26/2021
0
0
derozan
United States
North Carolina
04/27/2021
0
0
witch
United States
North Carolina
04/28/2021
0
0
copains
United States
North Carolina
04/29/2021
0
0
convertibility
United States
North Carolina
04/30/2021
2465.262194
2494.428055
stumbled
United States
North Carolina
05/01/2021
0
0
blue-sky
United States
North Carolina
05/02/2021
0
0
ordering
United States
North Carolina
05/03/2021
0
0
del
United States
North Carolina
05/04/2021
0
0
ridding
United States
North Carolina
05/05/2021
0
0
co-author
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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