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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 Africa
all
04/22/2021
2777.916651
2775.466358
amyloid
South Africa
all
04/23/2021
3004.207079
3008.766654
parboiled
South Africa
all
04/24/2021
2757.600461
2768.435286
gardena
South Africa
all
04/25/2021
2057.935391
2071.007528
neurotoxin
South Africa
all
04/26/2021
1739.485382
1754.769849
petyr
South Africa
all
04/27/2021
2222.699062
2247.667297
alcoholism
South Africa
all
04/28/2021
2888.513534
2928.062226
bantam
South Africa
all
04/29/2021
2629.082556
2671.574075
mobster
South Africa
all
04/30/2021
2859.359816
2904.690818
seville
South Africa
all
05/01/2021
2623.337016
2664.117253
atria
South Africa
all
05/02/2021
1937.015867
1966.53016
pipefitter
South Africa
all
05/03/2021
1626.072754
1650.348382
receptionists
South Africa
all
05/04/2021
2112.513222
2143.40066
friendly-looking
South Africa
all
05/05/2021
2783.963997
2823.812422
izturis
South Africa
all
05/06/2021
2531.693402
2567.152598
uncontrolled
South Africa
all
05/07/2021
2762.341378
2800.18232
fleeing
South Africa
all
05/08/2021
2525.642259
2559.465152
tantric
South Africa
all
05/09/2021
1837.764535
1861.811535
naves
South Africa
all
05/10/2021
1526.269691
1545.772708
skin
South Africa
all
05/11/2021
2013.942688
2039.060009
inhuman
South Africa
all
05/12/2021
2686.88508
2719.572092
lactose
South Africa
all
05/13/2021
2433.968517
2462.83357
chal
South Africa
all
05/14/2021
2665.074707
2695.865121
thorn
South Africa
all
05/15/2021
2427.78854
2455.095176
malick
South Africa
all
05/16/2021
1738.440065
1757.461992
sabine
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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