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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
Missouri
06/15/2021
0
0
phenotypes
United States
Missouri
06/16/2021
0
0
acrimonious
United States
Missouri
06/17/2021
137.8720365
147.9831967
approachable
United States
Missouri
06/18/2021
0
0
regiments
United States
Missouri
06/19/2021
0
0
investigated
United States
Montana
12/22/2020
335.7072052
370.5427468
half-mile-long
United States
Montana
12/23/2020
325.6661953
358.5354732
antifungal
United States
Montana
12/24/2020
404.5287443
444.2152918
pippin
United States
Montana
12/25/2020
0
0
mcdougal
United States
Montana
12/26/2020
366.4277004
400.3227836
pfennig
United States
Montana
12/27/2020
299.5840105
326.4629016
hypocritical
United States
Montana
12/28/2020
0
0
dubai
United States
Montana
12/29/2020
246.5684802
267.3299278
misses
United States
Montana
12/30/2020
240.8191496
260.4369702
airway
United States
Montana
12/31/2020
325.4026619
351.0242188
ingersoll
United States
Montana
01/01/2021
0
0
preen
United States
Montana
01/02/2021
290.3745738
311.6675245
primum
United States
Montana
01/03/2021
226.2530772
242.2367634
teilhard
United States
Montana
01/04/2021
0
0
unacceptable
United States
Montana
01/05/2021
175.9299842
187.4212139
penick
United States
Montana
01/06/2021
173.8352733
184.7300249
redesigned
United States
Montana
01/07/2021
263.4955104
279.316236
fathom
United States
Montana
01/08/2021
0
0
lehrman
United States
Montana
01/09/2021
230.9793716
243.6412867
adjustments
United States
Montana
01/10/2021
168.9520598
177.7757439
unjustifiable
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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