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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
South Korea
all
05/12/2021
4242.119683
4207.141488
purred
South Korea
all
05/13/2021
4253.146408
4198.452623
cleese
South Korea
all
05/14/2021
4197.06362
4123.904509
livingstone
South Korea
all
05/15/2021
4182.265636
4090.421849
ostensibly
South Korea
all
05/16/2021
4134.93781
4025.576965
rear-facing
South Korea
all
05/17/2021
4236.533781
4105.647281
mazza
South Korea
all
05/18/2021
4328.772444
4175.96249
freezer
South Korea
all
05/19/2021
4559.612543
4378.744664
prefect
South Korea
all
05/20/2021
4569.590508
4368.554025
embarrased
South Korea
all
05/21/2021
4510.237868
4292.471667
carbonation
South Korea
all
05/22/2021
4493.516937
4257.460961
maam
South Korea
all
05/23/2021
4443.199397
4191.071368
nnn
South Korea
all
05/24/2021
4546.574728
4269.599427
vida
South Korea
all
05/25/2021
4640.168362
4338.290095
portraying
South Korea
all
05/26/2021
4835.834241
4539.370484
francesco
South Korea
all
05/27/2021
4803.642661
4527.320952
upstream
South Korea
all
05/28/2021
4701.88569
4449.344929
full-contact
South Korea
all
05/29/2021
4644.036053
4412.453251
supersmart
South Korea
all
05/30/2021
4553.59497
4344.168127
trackless
South Korea
all
05/31/2021
4615.027757
4420.806027
autonomic
South Korea
all
06/01/2021
4665.492039
4487.524108
lace-up
South Korea
all
06/02/2021
4852.380337
4686.555016
skybridge
South Korea
all
06/03/2021
4817.642635
4672.296716
quantized
South Korea
all
06/04/2021
4715.302172
4592.083499
beamed
South Korea
all
06/05/2021
4655.672397
4552.968048
googled
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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