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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
Taiwan
all
06/11/2021
4356.916356
4316.706089
fat-free
Taiwan
all
06/12/2021
4420.21685
4390.126044
rendez-vous
Taiwan
all
06/13/2021
4483.632594
4464.020514
oceania
Taiwan
all
06/14/2021
4574.180761
4565.358055
painting
Taiwan
all
06/15/2021
4628.982152
4631.42894
air-pollution
Taiwan
all
06/16/2021
4701.78802
4715.884434
ribbed
Taiwan
all
06/17/2021
4767.379836
4793.504283
benighted
Taiwan
all
06/18/2021
4848.544263
4887.205984
residue
Tajikistan
all
06/19/2021
4912.507465
4963.992186
utne
Tajikistan
all
12/22/2020
0
0
kimberly
Tajikistan
all
12/23/2020
0
0
backfire
Tajikistan
all
12/24/2020
0
0
faberg
Tajikistan
all
12/25/2020
0
0
substance
Tajikistan
all
12/26/2020
0
0
unorthodox
Tajikistan
all
12/27/2020
0
0
stork
Tajikistan
all
12/28/2020
0
0
plates
Tajikistan
all
12/29/2020
0
0
rrc
Tajikistan
all
12/30/2020
0
0
tuxedo
Tajikistan
all
12/31/2020
0
0
squeaked
Tajikistan
all
01/01/2021
0
0
ncaas
Tajikistan
all
01/02/2021
0
0
daudet
Tajikistan
all
01/03/2021
0
0
discontent
Tajikistan
all
01/04/2021
0
0
enumeration
Tajikistan
all
01/05/2021
0
0
rafi
Tajikistan
all
01/06/2021
0
0
sparred
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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