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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
South Sudan
all
06/01/2021
148.1730169
147.1907488
vattel
South Sudan
all
06/02/2021
174.8470598
174.6964758
nabil
South Sudan
all
06/03/2021
168.565621
169.4040844
reeled
South Sudan
all
06/04/2021
162.5165227
164.2843786
pasquale
South Sudan
all
06/05/2021
151.5506936
154.1045781
budge
South Sudan
all
06/06/2021
157.6714114
161.2815164
mahan
South Sudan
all
06/07/2021
153.9297232
158.3957443
clinkers
South Sudan
all
06/08/2021
156.41408
161.9204768
subcultures
South Sudan
all
06/09/2021
182.0517964
189.6013938
oswego
South Sudan
all
06/10/2021
176.0653471
184.483267
crimefighter
South Sudan
all
06/11/2021
170.3043663
179.5401226
rappaport
South Sudan
all
06/12/2021
159.8326355
169.5392033
exhalations
South Sudan
all
06/13/2021
165.7420264
176.8979367
sachet
South Sudan
all
06/14/2021
162.197244
174.1950254
steamrolled
South Sudan
all
06/15/2021
164.6176051
177.9047852
beitchman
South Sudan
all
06/16/2021
189.2078475
205.7721993
interglacial
South Sudan
all
06/17/2021
183.5048298
200.8392568
hackensack
South Sudan
all
06/18/2021
178.0201487
196.0836525
forcing
Spain
all
06/19/2021
168.0304335
186.2726503
homophobes
Spain
all
12/22/2020
5520.206761
5908.775355
meteorologist
Spain
all
12/23/2020
3901.92851
4175.31235
joint
Spain
all
12/24/2020
5896.352467
6307.549488
bunched
Spain
all
12/25/2020
4595.097817
4914.05032
startlingly
Spain
all
12/26/2020
0
0
photojournalism
Spain
all
12/27/2020
0
0
frohman
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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