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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
New York
03/22/2021
383.0830546
413.2338531
filmography
United States
New York
03/23/2021
0
0
day
United States
New York
03/24/2021
0
0
clearfield
United States
New York
03/25/2021
122.5804187
131.321253
kelleys
United States
New York
03/26/2021
1359.47708
1453.095029
uh-oh
United States
New York
03/27/2021
0
0
schembechler
United States
New York
03/28/2021
0
0
she'd
United States
New York
03/29/2021
313.3962139
332.7009331
firebird
United States
New York
03/30/2021
0
0
higuchi
United States
New York
03/31/2021
0
0
medium-term
United States
New York
04/01/2021
51.20926863
53.99667974
hurwitz
United States
New York
04/02/2021
1310.644994
1378.882851
non-gun
United States
New York
04/03/2021
0
0
pro-american
United States
New York
04/04/2021
0
0
pinstripe
United States
New York
04/05/2021
249.6381393
261.3528415
umbrage
United States
New York
12/27/2020
3952.151394
3922.592917
armoured
United States
New York
12/28/2020
4483.47277
4436.106134
magnolias
United States
New York
12/29/2020
2602.143401
2566.672988
efficiency
United States
New York
12/30/2020
3798.162888
3734.814131
jong
United States
New York
12/31/2020
3911.729366
3834.638668
democratized
United States
New York
01/01/2021
5153.94699
5036.860862
haitians
United States
New York
01/02/2021
2689.95911
2620.801569
probes
United States
New York
01/03/2021
3178.642143
3087.469127
allocated
United States
New York
01/04/2021
3735.723688
3617.531347
univ
United States
New York
01/05/2021
1827.688771
1764.494834
biotic
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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