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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
Venezuela
all
06/19/2021
0
0
shallot
Venezuela
all
12/22/2020
272.0313907
268.9539771
apparent
Venezuela
all
12/23/2020
239.17929
236.3192246
subsection
Venezuela
all
12/24/2020
330.5024427
326.3374165
heretical
Venezuela
all
12/25/2020
249.7590023
246.45081
deacon
Venezuela
all
12/26/2020
182.5976397
180.0616992
pillaged
Venezuela
all
12/27/2020
232.3160495
228.940522
newland
Venezuela
all
12/28/2020
311.1747261
306.4539508
rodanthe
Venezuela
all
12/29/2020
268.4842289
264.2392489
occluded
Venezuela
all
12/30/2020
235.8146294
231.9354385
powhatan
Venezuela
all
12/31/2020
327.8722102
322.2693328
knowlton
Venezuela
all
01/01/2021
247.0544989
242.6751607
multiplex
Venezuela
all
01/02/2021
179.8704147
176.5674582
attempt
Venezuela
all
01/03/2021
230.0861638
225.7147732
fog
Venezuela
all
01/04/2021
309.5552591
303.477434
two-layer
Venezuela
all
01/05/2021
266.9001579
261.4905293
weather
Venezuela
all
01/06/2021
234.2995129
229.4022208
ambiguously
Venezuela
all
01/07/2021
326.9804318
319.939068
blankie
Venezuela
all
01/08/2021
245.9801067
240.5276231
amputating
Venezuela
all
01/09/2021
178.6681601
174.5949918
bursitis
Venezuela
all
01/10/2021
229.2794041
223.907935
inflict
Venezuela
all
01/11/2021
309.2613132
301.8214076
modulator
Venezuela
all
01/12/2021
266.5491765
259.9692458
opinion
Venezuela
all
01/13/2021
233.9303322
228.0087593
suspends
Venezuela
all
01/14/2021
327.151982
318.6655343
coventry
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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