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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
Indiana
04/10/2021
0
0
eel
United States
Indiana
04/11/2021
0
0
exponential
United States
Indiana
04/12/2021
304.9649373
289.3712642
off-base
United States
Indiana
04/13/2021
0
0
sigma
United States
Indiana
04/14/2021
0
0
shatan
United States
Indiana
04/15/2021
267.3218723
255.1677821
free-market
United States
Indiana
04/16/2021
0
0
woodpecker
United States
Indiana
04/17/2021
0
0
canelo
United States
Indiana
04/18/2021
0
0
hydrophilic
United States
Indiana
04/19/2021
269.9825476
259.7759643
hubbs
United States
Indiana
04/20/2021
0
0
fracture
United States
Indiana
04/21/2021
0
0
garaged
United States
Indiana
04/22/2021
234.6645135
227.1605852
lured
United States
Indiana
04/23/2021
0
0
parlous
United States
Indiana
04/24/2021
0
0
bowen
United States
Indiana
04/25/2021
0
0
geshe
United States
Indiana
04/26/2021
239.0353662
233.275384
atatrk
United States
Indiana
04/27/2021
0
0
fish
United States
Indiana
04/28/2021
0
0
gilt
United States
Indiana
04/29/2021
205.8116073
202.0860678
skytop
United States
Indiana
04/30/2021
0
0
folkloric
United States
Indiana
05/01/2021
0
0
pacing
United States
Indiana
05/02/2021
0
0
well-publicized
United States
Indiana
05/03/2021
211.8139429
209.5531266
experiencing
United States
Indiana
05/04/2021
0
0
had
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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