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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
Washington
02/20/2021
105.8687224
111.3033777
dodocase
United States
Washington
02/21/2021
281.0609842
297.3600796
hand-drawn
United States
Washington
02/22/2021
474.6515825
505.3774728
pumpernickel
United States
Washington
02/23/2021
830.0381813
889.4376278
kathi
United States
Washington
02/24/2021
624.1481643
673.1308152
busi
United States
Washington
02/25/2021
0
0
superwoman
United States
Washington
02/26/2021
265.6030006
290.1936929
sheldon
United States
Washington
02/27/2021
33.30961698
36.63312585
spina
United States
Washington
02/28/2021
202.9587714
224.6882331
stonecutters
United States
Washington
03/01/2021
389.9566012
434.5862812
combinatorics
United States
Washington
03/02/2021
731.2479862
820.4100557
territorial
United States
Washington
03/03/2021
536.2474569
605.7001436
semi-dark
United States
Washington
03/04/2021
0
0
recombination
United States
Washington
03/05/2021
195.9814321
224.3982445
coiled
United States
Washington
03/06/2021
0
0
roorda
United States
Virginia
05/26/2021
52.38301633
50.68544055
toynbee
United States
Virginia
05/27/2021
0
0
ruffed
United States
Virginia
05/28/2021
0
0
pfizer
United States
Virginia
05/29/2021
443.2518285
429.9458139
nebraska-lincoln
United States
Virginia
05/30/2021
0
0
romances
United States
Virginia
05/31/2021
0
0
ongoing
United States
Virginia
06/01/2021
0
0
mignon
United States
Virginia
06/02/2021
33.93495145
33.02492391
operability
United States
Virginia
06/03/2021
0
0
hawaiian
United States
Virginia
06/04/2021
0
0
walther
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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