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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 Kingdom
England
01/15/2021
3481.200066
4252.949618
risd
United Kingdom
England
01/16/2021
1107.770297
1347.197265
sherpas
United Kingdom
England
01/17/2021
1047.853692
1268.560924
departures
United Kingdom
England
01/18/2021
6296.836335
7588.766593
towing
United Kingdom
England
01/19/2021
3958.504798
4749.270401
boxes
United Kingdom
England
01/20/2021
4093.585132
4889.396114
pornographic
United Kingdom
England
01/21/2021
2930.222149
3484.305963
broots
United Kingdom
England
01/22/2021
3101.030757
3671.087544
mateys
United Kingdom
England
01/23/2021
658.8348178
776.5092849
stepmom
United Kingdom
England
01/24/2021
605.2353183
710.2058661
colin
United Kingdom
England
01/25/2021
6027.900309
7042.45854
icg
United Kingdom
England
01/26/2021
3620.795443
4211.809935
lazar
United Kingdom
England
01/27/2021
3766.172477
4361.940492
illegals
United Kingdom
all
04/18/2021
0
0
cascadia
United Kingdom
all
04/19/2021
4427.41358
0
schwab
United Kingdom
all
04/20/2021
1129.416722
0
parched
United Kingdom
all
04/21/2021
1500.824549
1628.929463
gossiping
United Kingdom
all
04/22/2021
78.06691912
1731.168664
heavenward
United Kingdom
all
04/23/2021
67.19511621
0
octavio
United Kingdom
all
04/24/2021
0
1031.987365
kroeger
United Kingdom
all
04/25/2021
0
0
opulent
United Kingdom
all
04/26/2021
4195.474586
0
unpublished
United Kingdom
all
04/27/2021
964.1810591
0
miri
United Kingdom
all
04/28/2021
1317.949174
1496.153024
nclb
United Kingdom
all
04/29/2021
63.04549257
1602.312168
nebraskans
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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