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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
Turkey
all
01/22/2021
58482.25039
54802.55365
wells
Turkey
all
01/23/2021
35025.87157
32958.81
state-mandated
Turkey
all
01/24/2021
27417.92116
25907.79713
blatcher
Turkey
all
01/25/2021
21527.9942
20427.7497
weldon
Turkey
all
01/26/2021
30333.64196
28904.81407
blare
Turkey
all
01/27/2021
20655.73362
19766.17536
hydrazine
Turkey
all
01/28/2021
43043.09433
41364.68282
seedy
Turkey
all
01/29/2021
41443.62854
39997.79451
cosmonauts
Turkey
all
01/30/2021
19603.14628
19000.45687
twister
Turkey
all
01/31/2021
13158.22917
12808.66007
reactor
Turkey
all
02/01/2021
8341.793377
8155.333817
breeches
Turkey
all
02/02/2021
17742.74615
17421.5725
crunched
Turkey
all
02/03/2021
9133.786306
9007.614061
kingsman
Turkey
all
02/04/2021
31604.69648
31304.82205
hollers
Turkey
all
02/05/2021
30714.9823
30557.57821
individuals
Turkey
all
02/06/2021
10156.00227
10148.66525
horseback
Turkey
all
02/07/2021
4526.150461
4542.982924
scalp
Turkey
all
02/08/2021
443.2425941
446.8771657
bunin
Turkey
all
02/09/2021
10110.83413
10239.45582
gamache
Turkey
all
02/10/2021
2266.481271
2305.653142
super-secret
Turkey
all
02/11/2021
24684.53828
25061.18697
gullible
Turkey
all
02/12/2021
24396.08734
24719.13775
greening
Turkey
all
02/13/2021
4639.897678
4692.019031
gillen
Turkey
all
02/14/2021
0
0
unrestricted
Turkey
all
02/15/2021
0
0
ineffably
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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