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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 States
Maine
02/19/2021
0
0
reformulations
United States
Maine
02/20/2021
0
0
daulton
United States
Maine
02/21/2021
163.5118118
160.6002066
foresters
United States
Maine
02/22/2021
194.7481843
190.9466074
pinter
United States
Maine
02/23/2021
160.9510911
157.5343761
volterra
United States
Maine
02/24/2021
146.0726842
142.7232157
wheelbarrow
United States
Maine
02/25/2021
164.7320461
160.6753366
tomorrow
United States
Maine
02/26/2021
0
0
suss
United States
Maine
02/27/2021
0
0
exports
United States
Maine
02/28/2021
160.4034033
155.6428151
blackburn
United States
Maine
03/01/2021
191.9458855
185.9280977
mauer
United States
Maine
03/02/2021
157.643179
152.4380602
do-nothing
United States
Maine
03/03/2021
142.5129631
137.5706838
amassed
United States
Maine
03/04/2021
161.3390148
155.4767684
nin
United States
Maine
03/05/2021
0
0
year-on-year
United States
Maine
03/06/2021
0
0
observable
United States
Maine
03/07/2021
156.8666634
150.3931808
sha
United States
Maine
03/08/2021
188.7234042
180.6270997
frau
United States
Maine
03/09/2021
154.0090987
147.0693628
bulking
United States
Maine
03/10/2021
138.7038204
132.1554725
santucci
United States
Maine
03/11/2021
157.8133262
150.0249537
giroud
United States
Maine
03/12/2021
0
0
overwrites
United States
Maine
03/13/2021
0
0
obumer
United States
Maine
03/14/2021
153.4481751
144.8985268
painlessly
United States
Maine
03/15/2021
185.8361543
175.0911772
ride-hailing
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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