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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
New Mexico
01/11/2021
252.4445467
244.0239364
yaroslavsky
United States
New Mexico
01/12/2021
271.6940905
261.2498059
unforgiven
United States
New Mexico
01/13/2021
84.32822039
80.66220454
eau
United States
New Mexico
01/14/2021
0
0
bennis
United States
New Mexico
01/15/2021
442.2153894
418.6097075
uncertainty
United States
New Mexico
01/16/2021
566.5039652
540.6539449
harward
United States
New Mexico
01/17/2021
0
0
levis
United States
New Mexico
01/18/2021
167.1504323
162.1786543
yulia
United States
New Mexico
01/19/2021
187.6471347
183.5937489
cruze
United States
New Mexico
01/20/2021
7.071497051
6.977304468
capt
United States
New Mexico
01/21/2021
0
0
slepian
United States
New Mexico
01/22/2021
347.5154843
348.790829
housings
United States
New Mexico
01/23/2021
468.5181831
474.3213328
clo
United States
New Mexico
01/24/2021
0
0
sonoma
United States
New Mexico
01/25/2021
96.17220706
99.08439295
soloman
United States
New Jersey
04/16/2021
0
0
prizes
United States
New Jersey
04/17/2021
0
0
recruitment
United States
New Jersey
04/18/2021
462.1906913
454.7741406
leaden
United States
New Jersey
04/19/2021
0
0
hallo
United States
New Jersey
04/20/2021
0
0
ascribe
United States
New Jersey
04/21/2021
0
0
vol
United States
New Jersey
04/22/2021
253.413971
245.7437576
carole
United States
New Jersey
04/23/2021
0
0
parsley
United States
New Jersey
04/24/2021
0
0
countered
United States
New Jersey
04/25/2021
445.0626181
426.9635209
alnylam
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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