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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
02/15/2021
0
0
parallelisms
United States
North Dakota
02/16/2021
0
0
spalding
United States
North Dakota
02/17/2021
45.03930114
43.73621594
animatronic
United States
North Dakota
02/18/2021
10.92440672
10.62009692
bayfront
United States
North Dakota
02/19/2021
0
0
ramparts
United States
North Dakota
02/20/2021
0
0
myths
United States
North Dakota
02/21/2021
0
0
schoolmistress
United States
North Dakota
02/22/2021
0
0
muscling
United States
North Dakota
02/23/2021
0
0
stably
United States
North Dakota
02/24/2021
39.12422329
38.28899245
renton
United States
North Dakota
02/25/2021
5.834265279
5.716091847
evicted
United States
North Dakota
02/26/2021
0
0
chuuk
United States
North Dakota
02/27/2021
0
0
routinely
United States
North Dakota
02/28/2021
0
0
anjos
United States
North Dakota
03/01/2021
0
0
graciousness
United States
North Dakota
03/02/2021
0
0
yearns
United States
North Dakota
03/03/2021
34.34428412
33.87566395
apartness
United States
North Dakota
03/04/2021
1.765642584
1.743511344
seeding
United States
North Dakota
03/05/2021
0
0
christians
United States
North Dakota
03/06/2021
0
0
accumulate
United States
North Dakota
03/07/2021
0
0
wegener
United States
North Dakota
03/08/2021
0
0
revolution
United States
North Dakota
03/09/2021
0
0
sweatpants
United States
North Dakota
03/10/2021
30.78698171
30.30124636
commish
United States
North Dakota
03/11/2021
0
0
criminalization
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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