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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
Oregon
01/31/2021
865.5406636
835.7372362
idl
United States
Oregon
02/01/2021
520.2474493
503.1001606
gym
United States
Oregon
02/02/2021
330.1073635
319.7149463
wizard
United States
Oregon
02/03/2021
459.6688932
445.8790716
r-maine
United States
Oregon
02/04/2021
0
0
re-use
United States
Oregon
02/05/2021
1575.059384
1532.499892
hoped-for
United States
Oregon
02/06/2021
843.9690404
822.4269685
ysidro
United States
Oregon
02/07/2021
746.2723824
728.3439744
renaud
United States
Oregon
02/08/2021
406.6348896
397.4780633
mitm
United States
Oregon
02/09/2021
220.840798
216.2012656
peptidoglycan
United States
Oregon
02/10/2021
351.4799149
344.628247
breath
United States
Oregon
02/11/2021
0
0
ladybugs
United States
Oregon
02/12/2021
1458.535381
1433.307399
espanol
United States
Oregon
02/13/2021
736.2016199
724.2791242
excitations
United States
Oregon
02/14/2021
641.6212863
631.9392551
lachey
United States
Oklahoma
05/06/2021
0
0
unjustified
United States
Oklahoma
05/07/2021
0
0
weight-loss
United States
Oklahoma
05/08/2021
1116.945802
1246.961026
sibling
United States
Oklahoma
05/09/2021
0
0
patting
United States
Oklahoma
05/10/2021
0
0
ng
United States
Oklahoma
05/11/2021
0
0
meister
United States
Oklahoma
05/12/2021
0
0
pairing
United States
Oklahoma
05/13/2021
0
0
sufferance
United States
Oklahoma
05/14/2021
0
0
colloquial
United States
Oklahoma
05/15/2021
1092.846276
1168.328885
deadpan
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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