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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
West Virginia
12/26/2020
469.9546227
466.2660839
fusillade
United States
West Virginia
12/27/2020
815.0219453
807.0387322
produced
United States
West Virginia
12/28/2020
491.2325268
485.4684804
bondi
United States
West Virginia
12/29/2020
565.7950802
558.0634771
colleen
United States
West Virginia
12/30/2020
585.0661678
575.9457649
adventures
United States
West Virginia
12/31/2020
740.9511426
727.9809218
chrome-moly
United States
West Virginia
01/01/2021
454.1218485
445.3057369
homesite
United States
West Virginia
01/02/2021
372.6992944
364.7552658
betraying
United States
West Virginia
01/03/2021
723.792672
706.9943136
demonstratively
United States
West Virginia
01/04/2021
396.1133718
386.172735
advise
United States
West Virginia
01/05/2021
473.0460081
460.2856892
leds
United States
West Virginia
01/06/2021
493.8039387
479.5592142
guilted
United States
West Virginia
01/07/2021
653.0366748
632.9807022
mongrels
United States
Washington DC
03/29/2021
0
0
federal-aid
United States
Washington DC
03/30/2021
0
0
noid
United States
Washington DC
03/31/2021
0
0
busily
United States
Washington DC
04/01/2021
0
0
jet
United States
Washington DC
04/02/2021
0
0
lockman
United States
Washington DC
04/03/2021
0
0
off-center
United States
Washington DC
04/04/2021
0
0
modulating
United States
Washington DC
04/05/2021
0
0
dialysis
United States
Washington DC
04/06/2021
0
0
privatize
United States
Washington DC
04/07/2021
0
0
pasa
United States
Washington DC
04/08/2021
0
0
now-classic
United States
Washington DC
04/09/2021
0
0
braying
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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