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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
United Kingdom
Scotland
06/04/2021
0
0
yassin
United Kingdom
Scotland
06/05/2021
0
0
hcr
United Kingdom
Scotland
06/06/2021
0
0
unimaginably
United Kingdom
Scotland
06/07/2021
264.4230203
244.1059773
go-ahead
United Kingdom
Scotland
06/08/2021
173.4435689
159.2411879
endeavor
United Kingdom
Scotland
06/09/2021
126.1965251
115.2326771
linsey-woolsey
United Kingdom
Scotland
06/10/2021
7.457817714
6.773044342
timberwolves
United Kingdom
Scotland
06/11/2021
0
0
aubert
United Kingdom
Scotland
06/12/2021
0
0
other-race
United Kingdom
Scotland
06/13/2021
0
0
vegetated
United Kingdom
Scotland
06/14/2021
264.7731857
235.3680626
tutus
United Kingdom
Scotland
06/15/2021
170.3415067
150.6260678
limo
United Kingdom
Scotland
06/16/2021
121.3550948
106.7470405
tucson
United Kingdom
Scotland
03/09/2021
357.2751307
340.5138056
brewing
United Kingdom
Scotland
03/10/2021
308.9558148
294.1904303
mercurial
United Kingdom
Scotland
03/11/2021
192.7201412
183.3411164
flagler
United Kingdom
Scotland
03/12/2021
140.2950751
133.3448224
smelled
United Kingdom
Scotland
03/13/2021
0
0
well-floured
United Kingdom
Scotland
03/14/2021
0
0
pitiless
United Kingdom
Scotland
03/15/2021
429.7834802
407.3695284
freethinker
United Kingdom
Scotland
03/16/2021
338.500121
320.5531703
unwelcoming
United Kingdom
Scotland
03/17/2021
290.0750341
274.4444105
untraditional
United Kingdom
Scotland
03/18/2021
173.3087693
163.8203047
prolongation
United Kingdom
Scotland
03/19/2021
120.7920729
114.0746489
passage
United Kingdom
Scotland
03/20/2021
0
0
costigan
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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