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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
05/10/2021
274.4675427
284.8185558
whittington
United Kingdom
Scotland
05/11/2021
192.7184697
199.4053426
shater
United Kingdom
Scotland
05/12/2021
150.0587433
154.8155533
flamenco
United Kingdom
Scotland
05/13/2021
44.48444553
45.76199454
calibers
United Kingdom
Scotland
05/14/2021
0
0
lessening
United Kingdom
Scotland
05/15/2021
0
0
bruja
United Kingdom
Scotland
05/16/2021
0
0
stiller
United Kingdom
Scotland
05/17/2021
269.1575026
273.7242095
talented
United Kingdom
Scotland
05/18/2021
185.8416036
188.456474
wiener
United Kingdom
Scotland
05/19/2021
142.4276163
144.0214709
jaynes
United Kingdom
Scotland
05/20/2021
34.83629544
35.12638224
diplomatically
United Kingdom
Scotland
05/21/2021
0
0
self-worth
United Kingdom
Scotland
05/22/2021
0
0
meatloaf
United Kingdom
Scotland
05/23/2021
0
0
derogatory
United Kingdom
Scotland
05/24/2021
264.0411855
263.2579223
faze
United Kingdom
Scotland
05/25/2021
179.1604575
178.1302093
umpteen
United Kingdom
Scotland
05/26/2021
135.4151458
133.843671
kf
United Kingdom
Scotland
05/27/2021
25.54468512
25.10044334
ryback
United Kingdom
Scotland
05/28/2021
0
0
raquel
United Kingdom
Scotland
05/29/2021
0
0
filtered
United Kingdom
Scotland
05/30/2021
0
0
semiformal
United Kingdom
Scotland
05/31/2021
263.9169041
253.3938796
secretions
United Kingdom
Scotland
06/01/2021
176.3971371
168.4005091
bielski
United Kingdom
Scotland
06/02/2021
130.8968178
124.2561689
calcium-rich
United Kingdom
Scotland
06/03/2021
16.58816768
15.65806819
fleischer
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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