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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 Arab Emirates
all
05/30/2021
318.8784427
340.705787
sapling
United Arab Emirates
all
05/31/2021
176.3633696
187.988704
rudel
United Arab Emirates
all
06/01/2021
389.0386541
413.7019594
inheritors
United Arab Emirates
all
06/02/2021
367.8613959
390.258999
hanlon
United Arab Emirates
all
06/03/2021
367.4747182
388.9309316
hemming
United Arab Emirates
all
06/04/2021
338.3109564
357.2233141
frothing
United Arab Emirates
all
06/05/2021
300.8140906
316.8859747
standard-issue
United Arab Emirates
all
06/06/2021
292.2665541
307.1619785
red-and-white
United Arab Emirates
all
06/07/2021
147.6753308
154.8396418
prescient
United Arab Emirates
all
06/08/2021
364.2006471
380.9808529
hand-printed
United Arab Emirates
all
06/09/2021
342.9394886
357.907266
vez
United Arab Emirates
all
06/10/2021
342.8175543
356.9513222
eastern
United Arab Emirates
all
06/11/2021
313.4445811
325.6131698
deformations
United Arab Emirates
all
06/12/2021
275.609854
285.6495272
modernized
United Arab Emirates
all
06/13/2021
267.2083804
276.3049874
loathesome
United Arab Emirates
all
06/14/2021
120.5429996
124.3606039
chockablock
United Arab Emirates
all
06/15/2021
340.917632
350.9092023
acetylcholine
United Arab Emirates
all
06/16/2021
319.5747535
328.189362
breaths
United Arab Emirates
all
06/17/2021
319.7189408
327.5890766
foremost
United Arab Emirates
all
06/18/2021
290.1376717
296.6036106
victories
United Kingdom
all
06/19/2021
251.9651155
256.9959268
morrow-howell
United Kingdom
all
12/22/2020
9284.234079
2670.989421
fortify
United Kingdom
all
12/23/2020
9532.174191
9861.115934
instructional
United Kingdom
all
12/24/2020
7693.905136
9755.575142
fai
United Kingdom
all
12/25/2020
7539.498974
7334.715828
aggregating
Page 1 of 1

Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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