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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
Vermont
04/26/2021
42.74944825
41.72045794
overstating
United States
Vermont
04/27/2021
8.010812651
7.812690038
rhodes
United States
Vermont
04/28/2021
28.25291766
27.53550141
chika
United States
Vermont
04/29/2021
0
0
despised
United States
Vermont
04/30/2021
148.5813394
144.9371014
kang
United States
Vermont
05/01/2021
0
0
thorazine
United States
Vermont
05/02/2021
35.15323953
34.39880534
groden
United States
Vermont
05/03/2021
40.52922538
39.72183185
squired
United States
Vermont
05/04/2021
5.922126302
5.813299056
rau
United States
Vermont
05/05/2021
25.98671477
25.54944631
impregnated
United States
Vermont
05/06/2021
0
0
omens
United States
Vermont
05/07/2021
144.9438584
142.9563362
bearers
United States
Vermont
05/08/2021
0
0
idolatry
United States
Vermont
05/09/2021
32.72233806
32.37619102
mixed-use
United States
Vermont
05/10/2021
38.04531013
37.70275759
grammy-winning
United States
Vermont
05/11/2021
3.82425956
3.795867185
erskine
United States
Vermont
05/12/2021
23.68549348
23.54717701
genealogy
United States
Vermont
05/13/2021
0
0
kan
United States
Vermont
05/14/2021
141.336763
140.9614643
tasters
United States
Vermont
05/15/2021
0
0
webstore
United States
Vermont
05/16/2021
30.32676483
30.34342866
libraries
United States
Vermont
05/17/2021
35.59882896
35.67570909
non-organic
United States
Vermont
05/18/2021
1.765992089
1.772658649
steen
United States
Vermont
05/19/2021
21.42517018
21.54077015
dialogue
United States
Vermont
05/20/2021
0
0
inchon
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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