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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
Thailand
all
03/13/2021
135.3401125
139.0896838
dilbert
Thailand
all
03/14/2021
146.3039775
150.2242215
fuego
Thailand
all
03/15/2021
136.9755396
140.5214528
provenance
Thailand
all
03/16/2021
137.8429424
141.2863703
devolving
Thailand
all
03/17/2021
152.1059903
155.7680963
leathery
Thailand
all
03/18/2021
156.5463377
160.1739573
raviolis
Thailand
all
03/19/2021
144.4097266
147.6259062
alienable
Thailand
all
03/20/2021
151.8773017
155.123101
computerworld
Thailand
all
03/21/2021
163.161229
166.5015898
pagemaker
Thailand
all
03/22/2021
154.0313153
157.0466177
saru
Thailand
all
03/23/2021
155.1644858
158.0630554
brant
Thailand
all
03/24/2021
169.780436
172.8003064
hurling
Thailand
all
03/25/2021
174.5169863
177.4654113
court
Thailand
all
03/26/2021
162.5782
165.1801331
spangled
Thailand
all
03/27/2021
170.3696072
172.9447733
permissiveness
Thailand
all
03/28/2021
182.0050703
184.594585
toneless
Thailand
all
03/29/2021
173.1051233
175.4146555
gulp
Thailand
all
03/30/2021
174.5364174
176.7106909
crafter
Thailand
all
03/31/2021
189.5378801
191.7317038
poignantly
Thailand
all
04/01/2021
194.6041784
196.6851399
dettelbach
Thailand
all
04/02/2021
182.8969569
184.6918249
lumber
Thailand
all
04/03/2021
191.0464068
192.7534681
ordell
Thailand
all
04/04/2021
203.4283067
204.7047377
retrieve
Thailand
all
04/05/2021
195.1223604
195.8302391
sot
Thailand
all
04/06/2021
197.2404988
197.4367589
stepladder
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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