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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
Thailand
all
04/07/2021
213.1189863
212.7728737
moose
Thailand
all
04/08/2021
218.9719454
218.0458192
descend
Thailand
all
04/09/2021
207.7940949
206.3766773
opportunites
Thailand
all
04/10/2021
216.8056367
214.767743
ust
Thailand
all
04/11/2021
229.8025199
227.0530119
climate
Thailand
all
04/12/2021
221.7362258
218.5174078
prolific
Thailand
all
04/13/2021
224.2935769
220.4682379
aloneness
Thailand
all
04/14/2021
240.8701529
236.1537627
hodges
Thailand
all
04/15/2021
247.2433973
241.7809826
nage
Thailand
all
04/16/2021
236.2821645
230.4712637
seif
Thailand
all
04/17/2021
245.8861727
239.227551
drips
Thailand
all
04/18/2021
259.5542768
251.8832827
ascension
Thailand
all
04/19/2021
251.7843722
243.7231617
fighters
Thailand
all
04/20/2021
254.8384332
246.0552472
hammerheads
Thailand
all
04/21/2021
272.1719215
262.1280381
governing
Thailand
all
04/22/2021
279.1251705
268.1478867
gp
Thailand
all
04/23/2021
268.4407827
257.2360583
ejections
Thailand
all
04/24/2021
278.6985073
266.396616
cro
Thailand
all
04/25/2021
293.0997955
279.4621612
maturely
Thailand
all
04/26/2021
285.6898229
271.7180042
fireworks
Thailand
all
04/27/2021
289.3051828
274.472417
soccer
Thailand
all
04/28/2021
307.4605486
290.9734893
gypsies
Thailand
all
01/19/2021
53.6915021
54.71076658
cousin
Thailand
all
01/20/2021
66.67276044
67.93557018
reclining
Thailand
all
01/21/2021
69.74529721
71.06328193
bakari
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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