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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
California
12/26/2020
10173.58514
9755.437776
worm
United States
California
12/27/2020
9432.867547
9076.322577
exacts
United States
California
12/28/2020
8974.449542
8665.080596
corsair
United States
California
12/29/2020
11793.35584
11426.30937
l'enfant
United States
California
12/30/2020
10346.94135
10059.80535
impressively
United States
California
12/31/2020
4761.451613
4645.486916
brown
United States
California
01/01/2021
7178.117774
7027.842499
fiddly
United States
California
01/02/2021
7953.308298
7814.193615
glee
United States
California
01/03/2021
7272.136648
7170.156983
swallowed
United States
California
01/04/2021
6868.829328
6796.495802
wolfberg
United States
California
01/05/2021
9664.861143
9597.079451
signalman
United States
California
01/06/2021
8295.885147
8267.093214
additive
United States
California
01/07/2021
2891.880083
2892.161521
larger-than-usual
United States
Arkansas
03/29/2021
0
0
desensitization
United States
Arkansas
03/30/2021
0
0
poppies
United States
Arkansas
03/31/2021
0
0
elon
United States
Arkansas
04/01/2021
370.9171664
369.0750532
need/want
United States
Arkansas
04/02/2021
0
0
indicates
United States
Arkansas
04/03/2021
0
0
parmigiano-reggiano
United States
Arkansas
04/04/2021
0
0
needham
United States
Arkansas
04/05/2021
0
0
loaning
United States
Arkansas
04/06/2021
0
0
irritation
United States
Arkansas
04/07/2021
0
0
elite
United States
Arkansas
04/08/2021
349.5699181
348.5571101
paralinguistic
United States
Arkansas
04/09/2021
0
0
covey
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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