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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
California
04/05/2021
0
0
witty
United States
California
04/06/2021
2388.911524
2298.169335
showcasing
United States
California
04/07/2021
1258.327021
1212.605761
tiddly
United States
California
04/08/2021
0
0
awlaki
United States
California
04/09/2021
0
0
decapitate
United States
California
04/10/2021
0
0
punches
United States
California
04/11/2021
0
0
five-week
United States
California
04/12/2021
0
0
luang
United States
California
04/13/2021
2210.423655
2152.253721
mid-october
United States
California
04/14/2021
1099.649845
1072.569747
stumbling
United States
California
04/15/2021
0
0
clunkers
United States
California
04/16/2021
0
0
shebang
United States
California
04/17/2021
0
0
refused
United States
California
01/08/2021
5301.894356
5321.463169
unforeseen
United States
California
01/09/2021
6107.019196
6151.664056
ij
United States
California
01/10/2021
5490.405917
5550.559491
travers
United States
California
01/11/2021
5145.275365
5220.542089
decal
United States
California
01/12/2021
7919.80558
8064.95412
naturally-occurring
United States
California
01/13/2021
6629.279485
6775.477124
larnach
United States
California
01/14/2021
1405.998168
1442.282378
calming
United States
California
01/15/2021
3805.629084
3918.229276
copout
United States
California
01/16/2021
4668.54088
4791.754199
tdcj
United States
California
01/17/2021
4136.395408
4232.427964
rebutted
United States
California
01/18/2021
3866.401441
3943.962632
spontaneity
United States
California
01/19/2021
6715.71513
6829.368782
dousing
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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