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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
Minnesota
01/01/2021
283.3102707
281.6538789
logician
United States
Minnesota
01/02/2021
3582.374063
3547.748428
hulls
United States
Minnesota
01/03/2021
3441.042405
3394.742087
frugal
United States
Minnesota
01/04/2021
242.6383177
238.4610114
crevasse
United States
Minnesota
01/05/2021
687.1504768
672.7557133
remastering
United States
Minnesota
01/06/2021
831.3151405
810.8211026
bizarrely
United States
Minnesota
01/07/2021
0
0
tax
United States
Minnesota
01/08/2021
0
0
neurotransmitters
United States
Minnesota
01/09/2021
3088.939926
2978.978426
pullen
United States
Minnesota
01/10/2021
2974.3502
2857.777379
interrelationship
United States
Minnesota
01/11/2021
0
0
criterion
United States
Minnesota
01/12/2021
190.3193259
181.5072725
labourers
United States
Minnesota
01/13/2021
369.9230784
351.4948183
anointing
United States
Minnesota
01/14/2021
0
0
detective
United States
Minnesota
01/15/2021
0
0
sebastian
United States
Michigan
04/06/2021
0
0
clarks
United States
Michigan
04/07/2021
0
0
vinaigrettes
United States
Michigan
04/08/2021
0
0
elect
United States
Michigan
04/09/2021
4815.779142
4911.793187
mesopotamians
United States
Michigan
04/10/2021
0
0
hard-and-fast
United States
Michigan
04/11/2021
0
0
consulate
United States
Michigan
04/12/2021
0
0
steamroller
United States
Michigan
04/13/2021
0
0
aie
United States
Michigan
04/14/2021
0
0
trellis
United States
Michigan
04/15/2021
0
0
voting
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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