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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
Nevada
03/17/2021
283.0703437
304.5366122
kurosaki
United States
Nevada
03/18/2021
0
0
convoy
United States
Nevada
03/19/2021
0
0
laden
United States
Nevada
03/20/2021
110.5624131
117.5750526
bald-faced
United States
Nevada
03/21/2021
0
0
protozoa
United States
Nevada
03/22/2021
0
0
roaster
United States
Nevada
03/23/2021
60.70566177
63.82005371
fiesta
United States
Nevada
03/24/2021
262.7725315
275.2077368
gothic
United States
Nevada
03/25/2021
0
0
leveling
United States
Nevada
03/26/2021
0
0
airlifted
United States
Nevada
03/27/2021
86.88408965
89.97383019
corner
United States
Nevada
03/28/2021
0
0
thophile
United States
Nevada
03/29/2021
0
0
arup
United States
Nevada
03/30/2021
36.98374807
37.87362976
erma
United States
Nevada
03/31/2021
245.8385673
250.8252976
enticed
United States
Nevada
04/01/2021
0
0
pak
United States
Nevada
04/02/2021
0
0
guayaquil
United States
Nevada
04/03/2021
66.42861884
67.03440405
up-and-comer
United States
Nevada
04/04/2021
0
0
heights
United States
Nevada
04/05/2021
0
0
grapefruits
United States
Nevada
04/06/2021
16.2660883
16.31553798
rickles
United States
Nevada
04/07/2021
230.3344784
230.5716907
riegler
United States
Nevada
04/08/2021
0
0
work-in-progress
United States
Nevada
04/09/2021
0
0
frequenting
United States
Nevada
04/10/2021
48.22307843
47.98424662
purest
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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