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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
Thailand
all
05/27/2021
429.0518427
450.3263638
gravity-defying
Thailand
all
05/28/2021
421.385894
442.1286845
crystallization
Thailand
all
05/29/2021
432.8896902
454.0431099
roc
Thailand
all
05/30/2021
448.1627326
469.9014506
flours
Thailand
all
05/31/2021
443.6286574
464.9881544
spandau
Thailand
all
06/01/2021
449.1513612
470.6155987
lockout
Thailand
all
06/02/2021
467.8401012
490.0296909
proops
Thailand
all
06/03/2021
476.9837505
499.4361072
al-Azhar
Thailand
all
06/04/2021
470.0029549
491.9584164
sandbag
Thailand
all
06/05/2021
482.24845
504.6033758
ravens
Thailand
all
06/06/2021
498.2819743
521.2019634
belonged
Thailand
all
06/07/2021
494.4705571
517.0385315
garcias
Thailand
all
06/08/2021
500.7508142
523.426605
ttt
Thailand
all
06/09/2021
520.2390643
543.6117015
classier
Thailand
all
06/10/2021
530.1691991
553.7988988
bao
Thailand
all
06/11/2021
523.946735
547.1123795
theoretic
Thailand
all
06/12/2021
537.0080357
560.5599256
kyrie
Thailand
all
06/13/2021
553.876976
577.9715809
scout
Thailand
all
06/14/2021
550.8639596
574.6315825
raa
Thailand
all
06/15/2021
557.9784402
581.8547195
two-star
Thailand
all
06/16/2021
578.3437456
602.8860668
habitually
Thailand
all
06/17/2021
589.138711
613.9300275
inhouse
Thailand
all
03/10/2021
136.2953723
140.4446557
holford
Thailand
all
03/11/2021
140.4695032
144.6174075
transporters
Thailand
all
03/12/2021
128.1654941
131.8330808
suitable
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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