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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
Wales
05/05/2021
130.220125
146.0820921
preventive
United Kingdom
Wales
05/06/2021
0
0
lewes
United Kingdom
Wales
05/07/2021
0
0
etching
United Kingdom
Wales
05/08/2021
0
0
sweeps
United Kingdom
Wales
05/09/2021
0
0
effecting
United Kingdom
Wales
05/10/2021
202.2037092
226.5953663
narrator
United Kingdom
Wales
05/11/2021
0
0
housebreaking
United Kingdom
Wales
05/12/2021
118.5662253
132.8128967
reviewers
United Kingdom
Wales
05/13/2021
0
0
musicologist
United Kingdom
Wales
05/14/2021
0
0
micro-level
United Kingdom
Wales
05/15/2021
0
0
aughts
United Kingdom
Wales
05/16/2021
0
0
frequent-flyer
United Kingdom
Wales
05/17/2021
191.0515685
213.7831981
smartie
United Kingdom
Wales
02/07/2021
49.60180795
48.08978388
tting
United Kingdom
Wales
02/08/2021
591.6442846
575.6925745
groupthink
United Kingdom
Wales
02/09/2021
245.3869691
239.6413824
hushed
United Kingdom
Wales
02/10/2021
472.8825084
463.4999667
hard-working
United Kingdom
Wales
02/11/2021
253.1073104
248.6104835
bullishness
United Kingdom
Wales
02/12/2021
98.76871224
97.21972281
wreaths
United Kingdom
Wales
02/13/2021
0
0
hwan
United Kingdom
Wales
02/14/2021
0
0
describe
United Kingdom
Wales
02/15/2021
527.6982009
522.7488328
cuyler
United Kingdom
Wales
02/16/2021
189.5180634
188.1421802
self-portrait
United Kingdom
Wales
02/17/2021
415.7148838
413.5816182
better-quality
United Kingdom
Wales
02/18/2021
200.7235169
200.1225371
doofenshmirtz
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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