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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
Massachusetts
01/11/2021
0
0
tendinous
United States
Massachusetts
01/12/2021
844.1229338
887.4939978
choi
United States
Massachusetts
01/13/2021
1541.58801
1615.740633
ruden
United States
Massachusetts
01/14/2021
0
0
l'amour
United States
Massachusetts
01/15/2021
2660.323647
2771.007092
best-known
United States
Massachusetts
01/16/2021
1230.814944
1279.558837
collectively
United States
Massachusetts
01/17/2021
507.3637959
526.4448923
blames
United States
Massachusetts
01/18/2021
0
0
alvarado
United States
Massachusetts
01/19/2021
626.1436974
647.2083785
kenpo
United States
Massachusetts
01/20/2021
1340.188404
1382.632285
jv
United States
Massachusetts
01/21/2021
0
0
foggy
United States
Massachusetts
01/22/2021
2475.245271
2543.930565
arc
United States
Massachusetts
01/23/2021
1031.054872
1057.655511
mathworks
United States
Massachusetts
01/24/2021
303.8309469
311.0795564
gurren
United States
Massachusetts
01/25/2021
0
0
asiatic
United States
Maryland
04/18/2021
0
0
pester
United States
Maryland
04/19/2021
0
0
oao
United States
Maryland
04/20/2021
0
0
sl
United States
Maryland
04/21/2021
379.06644
365.4987491
cordell
United States
Maryland
04/22/2021
45.0591125
43.51020781
rollerbladers
United States
Maryland
04/23/2021
158.0084799
152.8015724
malted
United States
Maryland
04/24/2021
0
0
lech
United States
Maryland
04/25/2021
0
0
wetter
United States
Maryland
04/26/2021
0
0
efraim
United States
Maryland
04/27/2021
0
0
savalas
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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