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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
Turkey
all
04/07/2021
0
0
itchy
Turkey
all
04/08/2021
6057.520451
6650.274226
zillow
Turkey
all
04/09/2021
6945.965908
7591.360103
flogged
Turkey
all
04/10/2021
0
0
handmaiden
Turkey
all
04/11/2021
0
0
outcroppings
Turkey
all
04/12/2021
0
0
scheufele
Turkey
all
04/13/2021
0
0
giardia
Turkey
all
04/14/2021
0
0
lorenz
Turkey
all
04/15/2021
5260.305311
5598.006074
electorial
Turkey
all
04/16/2021
6244.060051
6615.941424
al-thani
Turkey
all
04/17/2021
0
0
higgs
Turkey
all
04/18/2021
0
0
picking
Turkey
all
04/19/2021
0
0
disagreement
Turkey
all
04/20/2021
0
0
schacter
Turkey
all
04/21/2021
0
0
snorting
Turkey
all
04/22/2021
4545.768491
4693.70537
de-facto
Turkey
all
04/23/2021
5619.61781
5777.950119
crispus
Turkey
all
04/24/2021
0
0
forearms
Turkey
all
04/25/2021
0
0
planum
Turkey
all
04/26/2021
0
0
skiwear
Turkey
all
04/27/2021
0
0
se
Turkey
all
04/28/2021
0
0
venality
Turkey
all
01/19/2021
50323.95576
46577.75554
safeway
Turkey
all
01/20/2021
39204.62388
36435.49546
portis
Turkey
all
01/21/2021
61131.36474
57048.26453
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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