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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
06/16/2021
949.9195516
1006.242507
well-regarded
Sri Lanka
all
06/17/2021
993.4956132
1054.63891
eldest
Sri Lanka
all
06/18/2021
902.1915258
959.7553584
model
Sudan
all
06/19/2021
907.0238005
966.9553498
plots
Sudan
all
12/22/2020
554.7822744
541.5534077
sappy
Sudan
all
12/23/2020
377.4215859
368.3519249
commend
Sudan
all
12/24/2020
380.4309199
371.2184251
weightiest
Sudan
all
12/25/2020
171.9198991
167.7248405
acres
Sudan
all
12/26/2020
732.3754791
714.3689578
offseason
Sudan
all
12/27/2020
182.4562797
177.9365433
taliban
Sudan
all
12/28/2020
603.2577722
588.2024522
non-european
Sudan
all
12/29/2020
613.3747354
597.9534482
ninety-two-year-old
Sudan
all
12/30/2020
437.0182005
425.9499947
iconographic
Sudan
all
12/31/2020
441.3267827
430.0678664
punning
Sudan
all
01/01/2021
233.87575
227.8660041
amara
Sudan
all
01/02/2021
796.4593525
775.8461483
quad
Sudan
all
01/03/2021
247.1763179
240.7334915
subfloor
Sudan
all
01/04/2021
669.9620179
652.3753131
heaven
Sudan
all
01/05/2021
681.5023158
663.4869233
aphrodisiac
Sudan
all
01/06/2021
506.34017
492.8617628
eck
Sudan
all
01/07/2021
512.1111001
498.3846514
greenness
Sudan
all
01/08/2021
305.8573866
297.6029181
kerr
Sri Lanka
all
03/30/2021
941.8962208
922.2904451
subspace
Sri Lanka
all
03/31/2021
982.4603753
963.656664
gonaives
Sri Lanka
all
04/01/2021
1033.615816
1015.571101
woolies
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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