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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
Iowa
12/26/2020
367.0533232
346.020799
scrambling
United States
Iowa
12/27/2020
0
0
reconnected
United States
Iowa
12/28/2020
378.2766329
356.797406
wacko
United States
Iowa
12/29/2020
523.2060003
493.6333621
ulmer
United States
Iowa
12/30/2020
1266.649032
1195.384803
jax
United States
Iowa
12/31/2020
0
0
marsalis
United States
Iowa
01/01/2021
0
0
halen
United States
Iowa
01/02/2021
197.2015595
186.2605663
shhhhhh
United States
Iowa
01/03/2021
0
0
kisser
United States
Iowa
01/04/2021
219.6929621
207.6186246
amounted
United States
Iowa
01/05/2021
374.8056711
354.3040885
meatiest
United States
Iowa
01/06/2021
1126.493573
1065.169217
bro
United States
Iowa
01/07/2021
0
0
guest-starring
United States
Indiana
03/29/2021
382.2175812
359.2848689
seeley
United States
Indiana
03/30/2021
0
0
rupture
United States
Indiana
03/31/2021
0
0
haps
United States
Indiana
04/01/2021
343.560689
321.347291
identifies
United States
Indiana
04/02/2021
0
0
bootable
United States
Indiana
04/03/2021
0
0
three-dollar
United States
Indiana
04/04/2021
0
0
nephews
United States
Indiana
04/05/2021
344.492502
322.4117186
novelist
United States
Indiana
04/06/2021
0
0
line
United States
Indiana
04/07/2021
0
0
germinated
United States
Indiana
04/08/2021
304.2655677
286.4404008
merit-based
United States
Indiana
04/09/2021
0
0
contributions
Page 1 of 1

Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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