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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
Zambia
all
05/05/2021
137.5008384
139.3373091
coverup
Zambia
all
05/06/2021
88.8847475
90.35577649
oft-quoted
Zambia
all
05/07/2021
88.39274201
90.13972024
entrapping
Zambia
all
05/08/2021
93.6616017
95.81564806
moisturize
Zambia
all
05/09/2021
93.90825529
96.37364016
nickels
Zambia
all
05/10/2021
114.5046697
117.8858601
radhika
Zambia
all
05/11/2021
85.42469788
88.22880994
arises
Zambia
all
05/12/2021
141.9865194
147.1183983
hardcopy
Zambia
all
05/13/2021
94.48478089
98.21529415
re'sume
Zambia
all
05/14/2021
94.05089082
98.08036473
independently
Zambia
all
05/15/2021
99.25025418
103.8382174
pianos
Zambia
all
05/16/2021
99.53851162
104.4786965
outraged
Zambia
all
05/17/2021
119.7220765
126.0742665
dog-food
Zambia
all
02/07/2021
29.22301588
31.0659805
water-sharing
Zambia
all
02/08/2021
48.56001516
51.87086968
post-race
Zambia
all
02/09/2021
20.03722471
21.50686081
rule
Zambia
all
02/10/2021
73.8694349
79.67262476
grinning
Zambia
all
02/11/2021
27.94439934
30.05925582
closed-minded
Zambia
all
02/12/2021
27.20873672
29.1899947
shoulder-high
Zambia
all
02/13/2021
31.96976305
34.20663282
vielma
Zambia
all
02/14/2021
31.95534482
34.10065725
sex-discrimination
Zambia
all
02/15/2021
51.62226646
54.94240783
prelates
Zambia
all
02/16/2021
23.18875473
24.61514825
eddie
Zambia
all
02/17/2021
78.22472752
82.81833789
gsr
Zambia
all
02/18/2021
31.48041559
33.2417079
hedwig
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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