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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
Uganda
all
12/23/2020
630.0994493
582.7625972
kayaking
Uganda
all
12/24/2020
344.9379065
320.2119871
muschamp
Uganda
all
12/25/2020
609.7988426
568.2028031
cottage
Uganda
all
12/26/2020
481.9122044
450.7242047
cockatiel
Uganda
all
12/27/2020
314.4631806
295.2195072
phobos
Uganda
all
12/28/2020
433.0796419
408.1139758
forge
Uganda
all
12/29/2020
401.9709754
380.2358392
attache
Uganda
all
12/30/2020
635.770102
603.6835765
blotter
Uganda
all
12/31/2020
357.7882544
341.0299692
repayments
Uganda
all
01/01/2021
615.5202812
588.941812
genuinely
Uganda
all
01/02/2021
490.7562022
471.3741571
eugenicists
Uganda
all
01/03/2021
327.5140194
315.7957376
heights
Uganda
all
01/04/2021
442.8218471
428.6356624
schoelkopf
Uganda
all
01/05/2021
412.3587744
400.704244
legoland
Uganda
all
01/06/2021
639.7580502
624.1090771
articulating
Uganda
all
01/07/2021
369.0184318
361.4061058
fairways
Uganda
all
01/08/2021
619.6839958
609.2942721
inhabits
Uganda
all
01/09/2021
498.1046536
491.6924709
nar
Uganda
all
01/10/2021
339.1286161
336.093682
fas
Uganda
all
01/11/2021
451.1825315
448.9293527
riff
Uganda
all
01/12/2021
421.4160311
420.9916772
mccullers
Uganda
all
01/13/2021
642.4605503
644.3956914
earning
Uganda
all
01/14/2021
379.0040163
381.6811474
krio
Uganda
all
01/15/2021
622.6388772
629.5800412
annals
Uganda
all
01/16/2021
505.5149812
511.9745471
homebound
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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