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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
South Korea
all
02/26/2021
2204.381582
2118.891612
pittsburgh-based
South Korea
all
02/27/2021
2161.787683
2083.713791
jenkinson
South Korea
all
02/28/2021
2087.024156
2017.2462
usg
South Korea
all
03/01/2021
2162.073218
2095.615441
amending
South Korea
all
03/02/2021
2227.261518
2164.838725
isaacs
South Korea
all
03/03/2021
2428.55056
2367.107732
candid
South Korea
all
03/04/2021
2412.056109
2357.644055
mirabile
South Korea
all
03/05/2021
2328.641144
2282.531567
highranking
South Korea
all
03/06/2021
2287.329959
2248.380936
stages
South Korea
all
03/07/2021
2214.479487
2182.946355
ltb
South Korea
all
03/08/2021
2288.539478
2262.369989
mcdougald
South Korea
all
03/09/2021
2354.493131
2332.618844
stussy
South Korea
all
03/10/2021
2554.113824
2535.886273
moviemaker
South Korea
all
03/11/2021
2539.987912
2527.355887
strands
South Korea
all
03/12/2021
2460.061087
2453.171613
waaay
South Korea
all
03/13/2021
2421.466579
2419.969415
cw
South Korea
all
03/14/2021
2351.788297
2355.488895
forsaking
South Korea
all
03/15/2021
2426.722168
2435.88298
malt
South Korea
all
03/16/2021
2492.150209
2507.068522
infosec
South Korea
all
03/17/2021
2689.172619
2711.242744
jahvid
South Korea
all
03/18/2021
2675.616941
2703.544416
tomahawk
South Korea
all
03/19/2021
2597.250906
2630.179897
murdock
South Africa
all
06/08/2021
1684.268348
1631.947547
jarheads
South Africa
all
06/09/2021
2394.37081
2313.555273
easterling
South Africa
all
06/10/2021
2135.035558
2057.266178
undiagnosed
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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