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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
Slovak Republic
all
05/12/2021
196.6967426
196.9993839
alcoves
Slovak Republic
all
05/13/2021
343.3653629
347.1834288
despised
Slovak Republic
all
05/14/2021
244.313379
249.4159968
quia
Slovak Republic
all
05/15/2021
0
0
lire
Slovak Republic
all
05/16/2021
0
0
christianized
Slovak Republic
all
05/17/2021
0
0
wavin
Slovak Republic
all
05/18/2021
0
0
tappy
Slovak Republic
all
05/19/2021
163.7556388
175.6588592
machine-guns
Slovak Republic
all
05/20/2021
301.1863677
326.3917353
buena
Slovak Republic
all
05/21/2021
209.2758572
229.1388215
closings
Slovak Republic
all
05/22/2021
0
0
floodplain
Slovak Republic
all
05/23/2021
0
0
deadbeat
Slovak Republic
all
05/24/2021
0
0
resigns
Slovak Republic
all
05/25/2021
0
0
chomped
Slovak Republic
all
05/26/2021
136.6964663
155.8979146
co-hosted
Slovak Republic
all
05/27/2021
269.7328682
307.1443783
modernistic
Slovak Republic
all
05/28/2021
185.0352581
210.3729602
bad-mouthing
Slovak Republic
all
05/29/2021
0
0
keystone
Slovak Republic
all
05/30/2021
0
0
filmic
Slovak Republic
all
05/31/2021
0
0
uber
Slovak Republic
all
06/01/2021
0
0
deflection
Slovak Republic
all
06/02/2021
121.977609
137.6146755
aspect
Slovak Republic
all
06/03/2021
256.8575664
289.340968
arrivals
Slovak Republic
all
06/04/2021
171.6126469
193.0193336
occupation
Slovak Republic
all
06/05/2021
0
0
axon
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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