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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
New Mexico
04/21/2021
0
0
gsp
United States
New Mexico
04/22/2021
0
0
state-controlled
United States
New Mexico
04/23/2021
15.67122957
16.03688553
presidente
United States
New Mexico
04/24/2021
155.2335715
159.3953603
whitter
United States
New Mexico
04/25/2021
0
0
outreaching
United States
New Mexico
04/26/2021
0
0
bread-and-butter
United States
New Mexico
04/27/2021
0
0
toxic
United States
New Mexico
04/28/2021
0
0
willan
United States
New Mexico
04/29/2021
0
0
twp
United States
New Mexico
04/30/2021
5.887258954
6.130290823
ehr
United States
New Mexico
05/01/2021
144.5507697
150.0476802
aux
United States
New Mexico
05/02/2021
0
0
klebnikov
United States
New Mexico
05/03/2021
0
0
spratly
United States
New Mexico
05/04/2021
0
0
avoided
United States
New Mexico
05/05/2021
0
0
chernoff
United States
New Mexico
01/26/2021
119.1157381
123.8169601
pasquariello
United States
New Mexico
01/27/2021
0
0
verda
United States
New Mexico
01/28/2021
0
0
curcumin
United States
New Mexico
01/29/2021
273.8669094
292.5002326
alarmists
United States
New Mexico
01/30/2021
390.4860951
420.9102371
hematopoietic
United States
New Mexico
01/31/2021
0
0
sashes
United States
New Mexico
02/01/2021
44.02416366
48.34834852
hallows
United States
New Mexico
02/02/2021
68.3721861
75.80201727
memoirist
United States
New Mexico
02/03/2021
0
0
zborowski
United States
New Mexico
02/04/2021
0
0
popo
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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