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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
Kentucky
01/10/2021
535.6485789
515.8160671
charlayne
United States
Kentucky
01/11/2021
0
0
livonia
United States
Kentucky
01/12/2021
210.786701
203.2898269
venable
United States
Kentucky
01/13/2021
993.2796587
958.6787914
comfy
United States
Kentucky
01/14/2021
0
0
brian
United States
Kentucky
01/15/2021
3312.502031
3201.966312
ultra-right
United States
Kentucky
01/16/2021
0
0
feted
United States
Kentucky
01/17/2021
301.4975692
293.4203013
naga
United States
Kentucky
01/18/2021
0
0
kahlo
United States
Kentucky
01/19/2021
0
0
champs-elyses
United States
Kentucky
01/20/2021
767.5957371
754.7364261
greenblatt
United States
Kentucky
01/21/2021
0
0
crevice
United States
Kentucky
01/22/2021
3036.482707
3006.284795
bellies
United States
Kentucky
01/23/2021
0
0
mice
United States
Kentucky
01/24/2021
104.0143902
103.6979345
data-analysis
United States
Kentucky
01/25/2021
0
0
faucets
United States
Kentucky
01/26/2021
0
0
sastre
United States
Kentucky
01/27/2021
569.1821623
573.4475366
ever-shifting
United States
Kentucky
01/28/2021
0
0
graig
United States
Kentucky
01/29/2021
2791.949681
2832.831247
arantxa
United States
Kentucky
01/30/2021
0
0
electrify
United States
Kentucky
01/31/2021
0
0
rain-filled
United States
Kentucky
02/01/2021
0
0
hook-up
United States
Kentucky
02/02/2021
0
0
toss
United States
Kentucky
02/03/2021
397.4107385
410.5119809
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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