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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
Slovak Republic
all
04/17/2021
37.52011723
34.77852223
queue
Slovak Republic
all
04/18/2021
0
0
cahill
Slovak Republic
all
04/19/2021
0
0
empty-nester
Slovak Republic
all
04/20/2021
0
0
churches
Slovak Republic
all
04/21/2021
297.0597178
271.7741229
cringe
Slovak Republic
all
04/22/2021
460.659919
420.0835334
pfft
Slovak Republic
all
04/23/2021
352.6606854
320.5588182
beau
Slovak Republic
all
04/24/2021
7.858566224
7.120229236
guitarist
Slovak Republic
all
04/25/2021
0
0
strongholds
Slovak Republic
all
04/26/2021
0
0
inchon
Slovak Republic
all
04/27/2021
0
0
mid-to-late
Slovak Republic
all
04/28/2021
273.7133385
244.8449953
polymerized
Slovak Republic
all
04/29/2021
441.6530538
393.8208389
satiated
Slovak Republic
all
04/30/2021
327.9505204
294.9206502
goa
Slovak Republic
all
05/01/2021
0
0
commendatore
Slovak Republic
all
05/02/2021
0
0
candlelight
Slovak Republic
all
05/03/2021
0
0
mazu
Slovak Republic
all
05/04/2021
0
0
him
Slovak Republic
all
05/05/2021
234.2587289
220.0251338
disenfranchised
Slovak Republic
all
05/06/2021
390.0381705
369.6239276
str
Slovak Republic
all
05/07/2021
283.7250892
271.3076728
hopefuls
Slovak Republic
all
05/08/2021
0
0
faire
Slovak Republic
all
01/29/2021
814.2193641
912.7294812
self-supporting
Slovak Republic
all
01/30/2021
526.689549
587.5142173
furrow
Slovak Republic
all
01/31/2021
149.3199483
165.7505593
laughingly
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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