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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
03/06/2021
0
0
sweethearts
United Kingdom
England
03/07/2021
0
0
listeria
United Kingdom
England
03/08/2021
4659.833752
4823.7395
spite
United Kingdom
England
03/09/2021
1972.358498
2032.18531
heredity
United Kingdom
England
03/10/2021
2170.419466
2225.84366
piton
United Kingdom
England
03/11/2021
855.1684499
872.9424064
bicep
United Kingdom
England
03/12/2021
1096.244851
1113.868067
addictive
United Kingdom
England
03/13/2021
0
0
bruni
United Kingdom
England
03/14/2021
0
0
packet
United Kingdom
England
03/15/2021
4560.983653
4571.056568
vannini
United Kingdom
England
03/16/2021
1788.552853
1784.385054
water
United Kingdom
England
03/17/2021
1997.025607
1983.38972
highly-trained
United Kingdom
England
03/18/2021
642.9439584
635.6879757
coagulated
United Kingdom
all
06/07/2021
3384.614932
0
underling
United Kingdom
all
06/08/2021
298.9960018
0
kinsley
United Kingdom
all
06/09/2021
583.9409874
909.2315869
fisker
United Kingdom
all
06/10/2021
7.25654613
1032.913369
skinhead
United Kingdom
all
06/11/2021
0
0
francke
United Kingdom
all
06/12/2021
0
354.5109137
admit
United Kingdom
all
06/13/2021
0
0
emissions
United Kingdom
all
06/14/2021
3281.257132
0
sippy
United Kingdom
all
06/15/2021
217.1207085
0
long-stay
United Kingdom
all
06/16/2021
491.4699977
839.0700975
pricetag
United Kingdom
all
06/17/2021
0
964.8677145
jung
United Kingdom
all
06/18/2021
0
0
purcell
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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