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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 Kingdom
Scotland
04/15/2021
97.63475555
96.81369624
push-and-pull
United Kingdom
Scotland
04/16/2021
48.14446527
47.99699235
gillon
United Kingdom
Scotland
04/17/2021
0
0
passenger
United Kingdom
Scotland
04/18/2021
0
0
double-down
United Kingdom
Scotland
04/19/2021
318.9896804
323.2410347
hakon
United Kingdom
Scotland
04/20/2021
232.9415098
237.3467959
cohane
United Kingdom
Scotland
04/21/2021
187.6345858
192.2424092
discontent
United Kingdom
Scotland
04/22/2021
80.23222645
82.66055305
yellow-orange
United Kingdom
Scotland
04/23/2021
32.8690026
34.05356837
gury
United Kingdom
Scotland
04/24/2021
0
0
chiseled
United Kingdom
Scotland
04/25/2021
0
0
bataille
United Kingdom
Scotland
04/26/2021
293.7240038
309.5122816
retouch
United Kingdom
Scotland
04/27/2021
211.1601504
223.7857994
capsized
United Kingdom
Scotland
01/18/2021
603.1112062
616.7141618
toasters
United Kingdom
Scotland
01/19/2021
519.2416777
528.3503052
darkest
United Kingdom
Scotland
01/20/2021
474.4765101
480.4447648
ravage
United Kingdom
Scotland
01/21/2021
365.1018266
367.8996876
lest
United Kingdom
Scotland
01/22/2021
315.0561508
315.9368433
cordwood
United Kingdom
Scotland
01/23/2021
162.611076
162.2816704
guajira
United Kingdom
Scotland
01/24/2021
155.0611068
154.0065874
baneful
United Kingdom
Scotland
01/25/2021
590.5163928
583.7076572
terribly
United Kingdom
Scotland
01/26/2021
503.7055761
495.538102
menocal
United Kingdom
Scotland
01/27/2021
457.4078776
447.8685341
incumbent
United Kingdom
Scotland
01/28/2021
344.3428594
335.5786115
peacemaking
United Kingdom
Scotland
01/29/2021
292.7042196
283.9213339
stoppable
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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