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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
Taiwan
all
05/17/2021
2768.602252
2593.67556
wuss
Taiwan
all
05/18/2021
2808.608948
2636.184654
mpd
Taiwan
all
05/19/2021
2868.444694
2697.503959
peplum
Taiwan
all
05/20/2021
2921.357497
2752.535745
well-articulated
Taiwan
all
05/21/2021
2991.675102
2824.209689
theoretically
Taiwan
all
05/22/2021
3044.536063
2879.648572
rosalind
Taiwan
all
05/23/2021
3098.045878
2935.916369
ordained
Taiwan
all
05/24/2021
3180.632456
3020.010186
mapreduce
Taiwan
all
05/25/2021
3226.347779
3069.352807
archer
Taiwan
all
05/26/2021
3290.262851
3137.502928
lynette
Taiwan
all
05/27/2021
3347.235803
3199.338258
postcard
Taiwan
all
05/28/2021
3421.24492
3277.786973
enthusing
Taiwan
all
05/29/2021
3477.908959
3339.949427
outsell
Taiwan
all
05/30/2021
3535.082119
3402.896467
fidelity
Taiwan
all
05/31/2021
3620.732135
3493.619558
patronage
Taiwan
all
06/01/2021
3669.909204
3549.498251
twenty-sixth
Taiwan
all
06/02/2021
3738.148036
3624.123896
unrectified
Taiwan
all
06/03/2021
3799.42879
3692.344503
markedly
Taiwan
all
06/04/2021
3877.332539
3777.085401
honky-tonk
Taiwan
all
06/05/2021
3938.017775
3845.419918
dearth
Taiwan
all
06/06/2021
3999.052669
3914.425897
bait-and-switch
Taiwan
all
06/07/2021
4087.930086
4011.08425
condensed
Taiwan
all
02/28/2021
355.3602623
360.6450812
inquisitive
Taiwan
all
03/01/2021
384.5863716
390.7441424
copiously
Taiwan
all
03/02/2021
378.9746349
385.4754386
cardona
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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