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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
Tunisia
all
06/01/2021
198.2576468
224.3809423
hots
Tunisia
all
06/02/2021
293.0352415
328.37615
re-electing
Tunisia
all
06/03/2021
371.3715232
412.0959311
undesirables
Tunisia
all
06/04/2021
494.2426196
543.1369065
pansy
Tunisia
all
06/05/2021
422.9868548
460.3795343
postcard
Tunisia
all
06/06/2021
485.6656744
523.5840558
panasonic
Tunisia
all
06/07/2021
0
0
reveals
Tunisia
all
06/08/2021
187.9690564
198.8710879
when
Tunisia
all
06/09/2021
289.1378574
303.0855451
hands-on
Tunisia
all
06/10/2021
372.5978991
387.0014628
abc
Tunisia
all
06/11/2021
503.4938799
518.220547
dignified
Tunisia
all
06/12/2021
427.0687914
435.6143026
preachy
Tunisia
all
06/13/2021
493.5899646
498.9872804
edited
Tunisia
all
06/14/2021
0
0
pac
Tunisia
all
06/15/2021
175.6136325
174.4301795
stultify
Tunisia
all
06/16/2021
283.2113966
278.8652015
married
Tunisia
all
06/17/2021
371.8312359
362.9796504
nadler
Tunisia
all
06/18/2021
510.7867822
494.3800342
serene
Turkey
all
06/19/2021
429.2252032
411.929471
anno
Turkey
all
12/22/2020
165732.7155
161522.1289
oceanside
Turkey
all
12/23/2020
157126.9486
152688.1182
graft
Turkey
all
12/24/2020
179192.8086
173623.9465
pestered
Turkey
all
12/25/2020
177832.0623
171805.5819
quicksilver
Turkey
all
12/26/2020
155413.3794
149712.2793
ten-inch
Turkey
all
12/27/2020
147003.8647
141202.7708
brigades
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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