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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
05/30/2021
77.47973859
81.40174696
mitoses
United States
Maine
05/31/2021
106.5306206
111.6923265
llewelyn
United States
Maine
06/01/2021
74.58856684
78.04162283
comity
United States
Maine
06/02/2021
60.55376384
63.22693961
intercepting
United States
Maine
06/03/2021
78.00687463
81.28356032
briana
United States
Maine
06/04/2021
0
0
pupae
United States
Maine
06/05/2021
0
0
ironside
United States
Maine
06/06/2021
73.6389481
76.26316076
reviewers
United States
Maine
06/07/2021
103.1355208
106.5937074
decidedly
United States
Maine
06/08/2021
70.74990103
72.97380815
re-define
United States
Maine
06/09/2021
56.54134656
58.20053563
ariel
United States
Maine
06/10/2021
74.27780305
76.30294942
scorcher
United States
Maine
06/11/2021
0
0
ruttenberg
United States
Maine
06/12/2021
0
0
steppes
United States
Maine
06/13/2021
69.85085053
71.3228866
pulmonary
United States
Maine
06/14/2021
99.79644305
101.6952736
hubbards
United States
Maine
06/15/2021
66.97079554
68.10851374
kogan
United States
Maine
06/16/2021
52.59155263
53.37819881
vignetting
United States
Maine
06/17/2021
70.61422216
71.52762593
cliffhanger
United States
Maine
06/18/2021
0
0
eads
United States
Maine
06/19/2021
0
0
selzer
United States
Maryland
12/22/2020
570.5355672
615.5322533
sixteenths
United States
Maryland
12/23/2020
1566.883797
1679.726821
investors
United States
Maryland
12/24/2020
1242.849559
1323.950396
religious
United States
Maryland
12/25/2020
1320.421284
1397.76525
wage
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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