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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
Sri Lanka
all
12/23/2020
678.7594566
630.2793573
schemer
Sri Lanka
all
12/24/2020
736.4379404
684.1605668
coletti
Sri Lanka
all
12/25/2020
640.3289221
595.154598
spin-offs
Sri Lanka
all
12/26/2020
653.3933425
607.583914
horseflesh
Sri Lanka
all
12/27/2020
661.8939069
615.7790784
mile-high
Sri Lanka
all
12/28/2020
668.7761334
622.4756865
beau
Sri Lanka
all
12/29/2020
661.1867663
615.7025566
clarifying
Sri Lanka
all
12/30/2020
707.108544
658.7765991
narrative
Sri Lanka
all
12/31/2020
764.4734306
712.5573871
hoss
Sri Lanka
all
01/01/2021
668.5468881
623.4401837
privacy
Sri Lanka
all
01/02/2021
681.4533756
635.7767366
stephany
Sri Lanka
all
01/03/2021
689.8091624
643.8772904
entertains
Sri Lanka
all
01/04/2021
696.5556651
650.482682
lannan
Sri Lanka
all
01/05/2021
688.883255
643.622765
bud
Sri Lanka
all
01/06/2021
734.5513125
686.6159117
covet
Sri Lanka
all
01/07/2021
791.6201176
740.3116789
inherits
Sri Lanka
all
01/08/2021
695.8976747
651.1024284
healthily
Sri Lanka
all
01/09/2021
708.673803
663.3711163
grieve
Sri Lanka
all
01/10/2021
716.9152087
671.4046123
submissiveness
Sri Lanka
all
01/11/2021
723.5534679
677.9436569
hokanson
Sri Lanka
all
01/12/2021
715.8201109
671.0168281
alright
Sri Lanka
all
01/13/2021
761.2564926
713.948964
rhps
Sri Lanka
all
01/14/2021
818.0453274
767.57402
utley
Sri Lanka
all
01/15/2021
722.5393567
678.2834888
non-proliferation
Sri Lanka
all
01/16/2021
736.4373989
690.4921604
tactile
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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