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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
Maine
12/31/2020
177.0636732
191.0783888
desalvo
United States
Maine
01/01/2021
0
0
henrik
United States
Maine
01/02/2021
0
0
mayflower
United States
Maine
01/03/2021
171.8666747
185.9429132
zodiac
United States
Maine
01/04/2021
200.1576357
216.7351567
storyville
United States
Maine
01/05/2021
169.709798
183.9219987
piscotty
United States
Maine
01/06/2021
156.3266157
169.5624025
longfellow
United States
Maine
01/07/2021
173.090635
187.905891
christoph
United States
Maine
01/08/2021
0
0
railroads
United States
Maine
01/09/2021
0
0
soon-yi
United States
Maine
01/10/2021
168.1435294
183.0035223
holscher
United States
Maine
01/11/2021
196.25092
213.7777229
writings
United States
Maine
01/12/2021
165.9428854
180.9177411
idebenone
United States
Maine
01/13/2021
152.6141669
166.528842
mcpeek
United States
Maine
01/14/2021
169.2570791
184.8476207
shlomo
United States
Maine
01/15/2021
0
0
alamogordo
United States
Maine
01/16/2021
0
0
organizationally
United States
Maine
01/17/2021
165.8741747
180.0418657
leukocyte
United States
Maine
01/18/2021
194.8560649
210.7628752
scapes
United States
Maine
01/19/2021
164.9768674
177.8254678
hubcaps
United States
Maine
01/20/2021
152.100022
163.3789615
unfinished
United States
Maine
01/21/2021
169.6917271
181.6471809
uam
United States
Maine
01/22/2021
0
0
stapedius
United States
Maine
01/23/2021
0
0
redesigns
United States
Maine
01/24/2021
166.9296161
176.8624314
asb
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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