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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
Pennsylvania
01/01/2021
5079.749814
5337.860468
locksley
United States
Pennsylvania
01/02/2021
3166.585635
3335.061678
disillusionment
United States
Pennsylvania
01/03/2021
1465.844956
1547.357486
shying
United States
Pennsylvania
01/04/2021
2258.268806
2389.299054
romances
United States
Pennsylvania
01/05/2021
2767.068473
2934.332382
distilleries
United States
Pennsylvania
01/06/2021
3044.890859
3236.368294
flushes
United States
Pennsylvania
01/07/2021
3122.641799
3326.652803
staffs
United States
Pennsylvania
01/08/2021
4353.658113
4648.80183
galdikas
United States
Pennsylvania
01/09/2021
2483.28441
2657.766925
greenberg
United States
Pennsylvania
01/10/2021
825.4079291
885.4521781
wildebeest
United States
Pennsylvania
01/11/2021
1623.460929
1745.607884
savino
United States
Pennsylvania
01/12/2021
2140.796083
2307.229955
evil-doer
United States
Pennsylvania
01/13/2021
2429.813769
2624.832851
overcast
United States
Pennsylvania
01/14/2021
2521.362981
2730.105872
sita
United States
Pennsylvania
01/15/2021
3747.249126
4067.003223
hi-c
United States
Oregon
04/06/2021
0
0
technophiles
United States
Oregon
04/07/2021
0
0
southwell
United States
Oregon
04/08/2021
0
0
labov
United States
Oregon
04/09/2021
938.8304914
945.3098092
jima
United States
Oregon
04/10/2021
243.7163017
244.60389
collezioni
United States
Oregon
04/11/2021
163.4436662
163.5095897
perceptions
United States
Oregon
04/12/2021
0
0
anyway
United States
Oregon
04/13/2021
0
0
crabbe
United States
Oregon
04/14/2021
0
0
coupe
United States
Oregon
04/15/2021
0
0
conversely
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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