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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
Uganda
all
01/17/2021
351.3206462
356.3844645
mid-block
Uganda
all
01/18/2021
461.8299854
469.2444039
happenings
Uganda
all
01/19/2021
433.6493343
441.3251516
bagger
Uganda
all
01/20/2021
652.1338435
664.7539002
herald-tribune
Uganda
all
01/21/2021
393.7766474
402.0493973
redeemer
Uganda
all
01/22/2021
635.5723113
649.9813237
paves
Uganda
all
01/23/2021
519.7425185
532.3922899
cystic
Uganda
all
01/24/2021
367.2769696
376.8304282
farfetch
Uganda
all
01/25/2021
476.5377845
489.7331744
palos
Uganda
all
01/26/2021
448.6704829
461.8497993
khamenei
Uganda
all
01/27/2021
664.6716841
685.3188562
snails
Uganda
all
01/28/2021
409.2328799
422.6388707
stomps
Uganda
all
01/29/2021
648.2781018
670.6174605
sieg
Uganda
all
01/30/2021
533.7540539
553.0577171
tida
Uganda
all
01/31/2021
383.028137
397.5363951
renault
Uganda
all
02/01/2021
491.0492272
510.492518
patric
Uganda
all
02/02/2021
463.5041528
482.6555457
seductive
Uganda
all
02/03/2021
677.0294943
706.1740836
aggregate
Uganda
all
02/04/2021
424.5164456
443.5273627
grade-level
Uganda
all
02/05/2021
660.8182691
691.5615734
detwiler
Uganda
all
02/06/2021
547.6051707
574.0377746
no-holds-barred
Uganda
all
02/07/2021
398.623547
418.5633611
neoconservatives
Turkey
all
04/29/2021
3906.432088
3917.051606
mercedes-benz
Turkey
all
04/30/2021
5057.385387
5058.44036
levites
Turkey
all
05/01/2021
0
0
ludo
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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