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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
Syria
all
01/17/2021
136.2670536
143.4718846
kurlander
Syria
all
01/18/2021
144.6166284
151.9426472
prematurity
Syria
all
01/19/2021
137.2077399
143.8558435
pre-industrial
Syria
all
01/20/2021
153.5880618
160.6925384
pfs
Syria
all
01/21/2021
147.671703
154.1795573
bernini
Syria
all
01/22/2021
157.9896901
164.6081809
satire
Syria
all
01/23/2021
146.2363686
152.0453382
man-shaped
Syria
all
01/24/2021
148.9666725
154.5623673
hindered
Syria
all
01/25/2021
157.5557818
163.135242
bedell
Syria
all
01/26/2021
150.1551651
155.1509328
nicotinic
Syria
all
01/27/2021
166.8947091
172.0914173
lamont-doherty
Syria
all
01/28/2021
161.0109983
165.682471
laugh-out-loud
Syria
all
01/29/2021
171.6003909
176.2160713
donor
Syria
all
01/30/2021
159.7974553
163.7589924
salazar
Syria
all
01/31/2021
162.6912314
166.3831453
bethel
Syria
all
02/01/2021
171.530155
175.0642104
imparts
Syria
all
02/02/2021
164.1481327
167.188482
gift-wrapping
Syria
all
02/03/2021
181.2573563
184.2389178
rusting
Syria
all
02/04/2021
175.4163572
177.9397366
caligula
Syria
all
02/05/2021
186.2875884
188.5843678
ke$ha
Syria
all
02/06/2021
174.4452612
176.2388474
feuer
Syria
all
02/07/2021
177.5128578
178.9759838
oui
Switzerland
all
04/29/2021
0
0
perseverance
Switzerland
all
04/30/2021
0
0
candied
Switzerland
all
05/01/2021
0
0
sedge
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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