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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
05/02/2021
324.6315388
310.0837401
confirmed
Thailand
all
05/03/2021
315.7576966
302.7998418
verdes
Thailand
all
05/04/2021
317.8554775
306.0212611
franklin
Thailand
all
05/05/2021
334.1552992
322.9961132
septal
Thailand
all
05/06/2021
339.9695346
329.9308168
wet
Thailand
all
05/07/2021
328.3626863
319.9466521
khatib
Thailand
all
05/08/2021
337.3700847
330.0488588
all-or-nothing
Thailand
all
05/09/2021
350.2837198
344.0698171
infection-fighting
Thailand
all
05/10/2021
341.9953493
337.2942227
called
Thailand
all
05/11/2021
344.3792709
341.0318664
major-party
Thailand
all
05/12/2021
360.5712997
358.5300893
smoothies
Thailand
all
05/13/2021
366.5704738
365.9954834
sub-q
Thailand
all
05/14/2021
355.6398488
356.5494821
quash
Thailand
all
05/15/2021
364.7475383
367.1980179
meher
Thailand
all
05/16/2021
377.6513749
381.7728799
flexy
Thailand
all
05/17/2021
369.9561469
375.5587101
disclaimers
Thailand
all
05/18/2021
372.6331311
379.8658474
jesuit
Thailand
all
05/19/2021
388.7246613
397.9419638
escapes
Thailand
all
05/20/2021
394.9152491
405.992625
openness
Thailand
all
05/21/2021
384.6673914
397.1403449
rothmans
Thailand
all
05/22/2021
393.8817105
408.3915179
knockdown
Thailand
all
05/23/2021
406.7815231
423.5769432
scribe
Thailand
all
05/24/2021
399.685253
417.9818424
insert
Thailand
all
05/25/2021
402.6611839
422.9171786
weicker
Thailand
all
05/26/2021
420.622333
441.630321
coerce
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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