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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
Florida
12/31/2020
0
0
ervin
United States
Florida
01/01/2021
12856.23683
11982.4602
self-inflicted
United States
Florida
01/02/2021
729.5581149
682.9026146
alco
United States
Florida
01/03/2021
1838.205264
1728.095339
damen
United States
Florida
01/04/2021
1039.230987
981.2252613
ubi
United States
Florida
01/05/2021
3093.697898
2933.767366
georg
United States
Florida
01/06/2021
2671.813228
2544.797774
cabs
United States
Florida
01/07/2021
0
0
korans
United States
Florida
01/08/2021
11533.31359
11082.18012
visits
United States
Florida
01/09/2021
0
0
bowled
United States
Florida
01/10/2021
908.0692358
880.3349794
u-haul
United States
Florida
01/11/2021
172.0275985
167.5208996
ramtha
United States
Florida
01/12/2021
2201.682744
2153.65535
remain
United States
Florida
01/13/2021
1827.338554
1795.559822
fca
United States
Florida
01/14/2021
0
0
wanderers
United States
Florida
01/15/2021
10449.54512
10361.52695
connelly
United States
Florida
01/16/2021
0
0
photojournalism
United States
Florida
01/17/2021
184.3714745
181.6340964
committee
United States
Florida
01/18/2021
0
0
repealed
United States
Florida
01/19/2021
1524.181732
1491.886905
watt
United States
Florida
01/20/2021
1190.997464
1162.022399
biomolecule
United States
Florida
01/21/2021
0
0
whitehurst
United States
Florida
01/22/2021
10061.91493
9754.538126
substances
United States
Florida
01/23/2021
0
0
jmc
United States
Florida
01/24/2021
0
0
oceania
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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