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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
Wales
12/31/2020
839.6260441
804.6443293
intaglio
United Kingdom
Wales
01/01/2021
672.365597
641.327634
jellybeans
United Kingdom
Wales
01/02/2021
440.132743
417.8535878
melamed
United Kingdom
Wales
01/03/2021
544.6933293
514.7163725
impersonator
United Kingdom
Wales
01/04/2021
1095.959535
1030.849605
zouk
United Kingdom
Wales
01/05/2021
732.7224662
686.0163511
ruto
United Kingdom
Wales
01/06/2021
965.0859555
899.4237405
busts
United Kingdom
Wales
01/07/2021
727.7947201
675.1803285
spoon-feed
United Kingdom
Wales
01/08/2021
556.0204587
513.4796475
gnaw
United Kingdom
Wales
01/09/2021
317.587677
291.9622218
awakening
United Kingdom
Wales
01/10/2021
427.4346416
391.1759801
ice-free
United Kingdom
Wales
01/11/2021
998.3261428
909.5428467
saturdays
United Kingdom
Wales
01/12/2021
624.3032634
566.2436071
hurled
United Kingdom
Wales
01/13/2021
865.7416117
781.7387525
presidencies
United Kingdom
Wales
01/14/2021
622.1893613
559.3326226
hauled
United Kingdom
Wales
01/15/2021
446.7074416
399.8098394
huerta
United Kingdom
Wales
01/16/2021
201.2133441
180.6926556
raiola
United Kingdom
Wales
01/17/2021
313.6093636
282.5732551
needlessly
United Kingdom
Wales
01/18/2021
888.7042495
803.4567711
disparities
United Kingdom
Wales
01/19/2021
509.3517089
462.0523648
super-charged
United Kingdom
Wales
01/20/2021
746.9105329
679.85323
hlas
United Kingdom
Wales
01/21/2021
503.1131308
459.5051669
lymphoma
United Kingdom
Wales
01/22/2021
329.8398294
302.2811446
conducts
United Kingdom
Wales
01/23/2021
93.08912154
85.604223
hoshide
United Kingdom
Wales
01/24/2021
206.0187779
190.1062867
juiciness
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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