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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
Indiana
12/31/2020
1994.665341
1973.415848
furlong
United States
Indiana
01/01/2021
1395.483902
1379.147409
weasels
United States
Indiana
01/02/2021
342.1309576
337.7660608
pull
United States
Indiana
01/03/2021
308.1927995
303.9375753
electable
United States
Indiana
01/04/2021
1820.354906
1793.31564
gun-walking
United States
Indiana
01/05/2021
574.1379395
565.0100389
alena
United States
Indiana
01/06/2021
1055.420567
1037.540861
tubular
United States
Indiana
01/07/2021
1633.216725
1603.849826
mory
United States
Indiana
01/08/2021
1046.067349
1026.172191
stay-behind
United States
Indiana
01/09/2021
1.358789805
1.331539553
antibiotic-free
United States
Indiana
01/10/2021
0
0
listens
United States
Indiana
01/11/2021
1522.583389
1488.904099
uprooting
United States
Indiana
01/12/2021
281.0705569
274.5640289
because
United States
Indiana
01/13/2021
780.3669306
761.5006352
lesbians
United States
Indiana
01/14/2021
1375.818477
1341.146308
medication
United States
Indiana
01/15/2021
796.6689313
775.7771593
zealot
United States
Indiana
01/16/2021
0
0
soybeans
United States
Indiana
01/17/2021
0
0
transfusions
United States
Indiana
01/18/2021
1279.48604
1250.631431
steel
United States
Indiana
01/19/2021
48.67166584
47.63391326
take-off
United States
Indiana
01/20/2021
557.3789633
546.1822416
cappuccino
United States
Indiana
01/21/2021
1158.393466
1136.555747
anecdotes
United States
Indiana
01/22/2021
591.4864023
581.0690456
liberalism
United States
Indiana
01/23/2021
0
0
synthetics
United States
Indiana
01/24/2021
0
0
indirect
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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