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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
Uruguay
all
01/05/2021
446.1095177
474.3417723
pomo
Uruguay
all
01/06/2021
450.3997266
479.7119219
europeanization
Uruguay
all
01/07/2021
454.601238
485.0056032
westernized
Uruguay
all
01/08/2021
502.3977484
536.906691
backoff
Uruguay
all
01/09/2021
517.9029761
554.4160248
gennie
Uruguay
all
01/10/2021
511.3405448
548.3212586
broken-hearted
Uruguay
all
01/11/2021
448.5577881
481.8168638
epiphanies
Uruguay
all
01/12/2021
486.2521629
523.1968741
rode
Uruguay
all
01/13/2021
490.0280982
528.1604052
phillip
Uruguay
all
01/14/2021
493.7132404
533.0428977
quasi-state
Uruguay
all
01/15/2021
540.4727807
584.5275906
theif
Uruguay
all
01/16/2021
559.6358803
601.5622412
sch
Uruguay
all
01/17/2021
556.8786644
594.9706918
precooked
United States
Wyoming
04/08/2021
0
0
apprehensible
United States
Wyoming
04/09/2021
124.1160924
119.8729388
leisha
United States
Wyoming
04/10/2021
0
0
scrolled
United States
Wyoming
04/11/2021
0
0
lds
United States
Wyoming
04/12/2021
0
0
fratricidal
United States
Wyoming
04/13/2021
0
0
moola
United States
Wyoming
04/14/2021
0
0
recto
United States
Wyoming
04/15/2021
0
0
languish
United States
Wyoming
04/16/2021
115.3550076
111.5739225
sociobiologist
United States
Wyoming
04/17/2021
0
0
dislikes
United States
Wyoming
04/18/2021
0
0
energizing
United States
Wyoming
04/19/2021
0
0
panitch
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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