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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 Kingdom
all
03/11/2021
1110.145029
2834.895609
premium
United Kingdom
all
03/12/2021
1203.168187
585.2739091
dakota
United Kingdom
all
03/13/2021
14.02585203
2086.364048
spot-on
United Kingdom
all
03/14/2021
0
0
silka
United Kingdom
all
03/15/2021
5399.5796
0
weaved
United Kingdom
all
03/16/2021
2110.763531
0
cranial
United Kingdom
all
03/17/2021
2556.41003
2519.641561
kaminski
United Kingdom
all
03/18/2021
854.5123232
2596.009315
eureka
United Kingdom
all
03/19/2021
989.3768285
353.1994853
oncocytomas
United Kingdom
all
03/20/2021
6.502394811
1861.164728
heart-breaking
United Kingdom
all
03/21/2021
0
0
norepinephrine
United Kingdom
all
03/22/2021
5253.923531
0
time-travel
United Kingdom
all
03/23/2021
1901.329362
0
gases
United Kingdom
all
03/24/2021
2345.519895
2300.952707
halters
United Kingdom
all
03/25/2021
618.0820438
2383.604436
harrier
United Kingdom
all
03/26/2021
786.7446559
146.8946699
best-actress
United Kingdom
all
03/27/2021
0.02212371756
1661.013962
radiologic
United Kingdom
all
03/28/2021
0
0
pournelle
United Kingdom
all
03/29/2021
5124.130619
0
camels
United Kingdom
all
03/30/2021
1709.293033
0
yes
United Kingdom
all
03/31/2021
2150.057414
2106.627118
straight-ahead
United Kingdom
all
04/01/2021
395.9254012
2194.899484
hightailed
United Kingdom
all
04/02/2021
595.1718427
0
crackle
United Kingdom
all
04/03/2021
0
1482.169827
batch
United Kingdom
all
04/04/2021
0
0
crystalline
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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