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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
Singapore
all
01/12/2021
20.73977952
20.43451287
obliging
Singapore
all
01/13/2021
9.328023247
9.198726542
yoo
Singapore
all
01/14/2021
7.460464515
7.36346491
duck-and-cover
Singapore
all
01/15/2021
6.656443806
6.575627697
mackenzie
Singapore
all
01/16/2021
8.770544931
8.70939619
wm
Singapore
all
01/17/2021
10.81984329
10.80092259
product-liability
Singapore
all
01/18/2021
7.83291684
7.860566191
gather
Singapore
all
01/19/2021
20.68185524
20.86519178
harmonize
Singapore
all
01/20/2021
9.496003948
9.631382268
orgasm
Singapore
all
01/21/2021
7.647572491
7.798275742
penciling
Singapore
all
01/22/2021
6.840177402
7.012649617
sprint
Singapore
all
01/23/2021
8.875460036
9.148673132
tomorow
Singapore
all
01/24/2021
10.84747332
11.24245363
overplayed
Singapore
all
01/25/2021
7.96883693
8.304350713
re-sign
Singapore
all
01/26/2021
20.3379768
21.31129365
pelli
Singapore
all
01/27/2021
9.566196004
10.07966049
kroft
Singapore
all
01/28/2021
7.785222861
8.248892227
larue
Singapore
all
01/29/2021
7.006665422
7.465646954
ruach
Singapore
all
01/30/2021
8.963049145
9.604107768
mauresmo
Singapore
all
01/31/2021
10.85768008
11.70030846
arlene
Singapore
all
02/01/2021
8.08723615
8.764626646
may-treanor
Singapore
all
02/02/2021
19.97646067
21.77404065
tyrrell
Singapore
all
02/03/2021
9.618637969
10.54473278
flaking
Singapore
all
02/04/2021
7.904996313
8.716450705
contesting
Singapore
all
02/05/2021
7.155164367
7.935755695
unpatched
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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