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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
England
05/20/2021
0
0
straddles
United Kingdom
England
05/21/2021
0
0
bucking
United Kingdom
England
05/22/2021
0
0
film
United Kingdom
England
05/23/2021
0
0
ox-drawn
United Kingdom
England
05/24/2021
3133.444661
3066.551355
ae
United Kingdom
England
05/25/2021
317.5939335
310.9619698
fuzhou
United Kingdom
England
05/26/2021
554.6414714
543.5700686
holness
United Kingdom
England
05/27/2021
0
0
rena
United Kingdom
England
05/28/2021
0
0
courtright
United Kingdom
England
05/29/2021
0
0
y-o-u
United Kingdom
England
05/30/2021
0
0
flak
United Kingdom
England
05/31/2021
3018.549018
2972.266688
swooshes
United Kingdom
England
06/01/2021
221.9351547
218.7389235
so-and-so
United Kingdom
England
06/02/2021
459.7470511
453.5547707
weddington
United Kingdom
England
06/03/2021
0
0
poder
United Kingdom
England
06/04/2021
0
0
suffolk
United Kingdom
England
06/05/2021
0
0
adamson
United Kingdom
England
06/06/2021
0
0
informs
United Kingdom
England
06/07/2021
2909.935999
2884.391182
zients
United Kingdom
England
06/08/2021
133.8455517
132.7968661
relating
United Kingdom
England
06/09/2021
372.2457506
369.6810492
prudent
United Kingdom
England
06/10/2021
0
0
plummeted
United Kingdom
England
06/11/2021
0
0
socket
United Kingdom
England
06/12/2021
0
0
evils
United Kingdom
England
06/13/2021
0
0
dividers
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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