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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
05/17/2021
1426.468673
1441.641383
dem
South Africa
all
05/18/2021
1915.446821
1935.235952
pohlad
South Africa
all
05/19/2021
2589.958107
2615.92583
fifty-gallon
South Africa
all
05/20/2021
2336.47949
2359.193492
leviathan
South Africa
all
05/21/2021
2568.124052
2592.30757
ticketholders
South Africa
all
05/22/2021
2330.330952
2351.565685
ata
South Africa
all
05/23/2021
1639.591833
1654.033409
tiniest
South Africa
all
05/24/2021
1327.213426
1338.499943
named
South Africa
all
05/25/2021
1817.561763
1832.465757
mbeki
South Africa
all
05/26/2021
2500.176237
2513.402579
implicates
South Africa
all
05/27/2021
2251.356206
2256.752894
rough-hewn
South Africa
all
05/28/2021
2491.216049
2490.021776
repeats
South Africa
all
05/29/2021
2256.920624
2249.383842
leff
South Africa
all
05/30/2021
1561.678599
1552.022577
student-directed
South Africa
all
05/31/2021
1248.082752
1236.836755
gpgpu
South Africa
all
06/01/2021
1751.941024
1731.229422
sheeting
South Africa
all
06/02/2021
2448.263407
2412.475546
disemboweled
South Africa
all
06/03/2021
2194.149
2155.976421
opportunistic
South Africa
all
06/04/2021
2438.63217
2389.465463
borsch
South Africa
all
06/05/2021
2199.383807
2148.995408
french-made
South Africa
all
06/06/2021
1490.077552
1451.866748
skewered
South Africa
all
06/07/2021
1170.272996
1137.082281
affection
South Africa
all
02/28/2021
2744.612223
2809.691566
curry
South Africa
all
03/01/2021
2433.894347
2496.794318
ticker
South Africa
all
03/02/2021
2910.631522
2992.082387
stormwater
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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