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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
Slovenia
all
01/27/2021
900.270242
910.3192414
jony
Slovenia
all
01/28/2021
424.9219096
430.6821498
ioannis
Slovenia
all
01/29/2021
254.4016842
258.4622282
acoustically
Slovenia
all
01/30/2021
238.9475713
243.3388898
shaquem
Slovenia
all
01/31/2021
0
0
coueagues
Slovenia
all
02/01/2021
0
0
maren
Slovenia
all
02/02/2021
0
0
marketeer
Slovenia
all
02/03/2021
808.9040639
831.6829679
charisms
Slovenia
all
02/04/2021
344.124179
354.6665109
intended
Slovenia
all
02/05/2021
179.4683813
185.4127778
hornburg
Slovenia
all
02/06/2021
167.3289499
173.2894207
noncancerous
Slovenia
all
02/07/2021
0
0
mid-january
Slovenia
all
02/08/2021
0
0
bijan
Slovenia
all
02/09/2021
0
0
lunatic
Slovenia
all
02/10/2021
731.0557353
764.4938316
babel
Slovenia
all
02/11/2021
278.0889138
289.8372416
drastic
Slovenia
all
02/12/2021
118.6193109
123.2190252
halos
Slovenia
all
02/13/2021
109.8625257
113.7440332
identities
Slovenia
all
02/14/2021
0
0
aee
Slovenia
all
02/15/2021
0
0
coughs
Slovenia
all
02/16/2021
0
0
riverway
Slovenia
all
02/17/2021
692.4030854
707.4768342
minion
Slovak Republic
all
05/09/2021
0
0
violence
Slovak Republic
all
05/10/2021
0
0
quips
Slovak Republic
all
05/11/2021
0
0
constituency
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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