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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
United States
Oregon
02/25/2021
0
0
counterattacked
United States
Oregon
02/26/2021
1269.543503
1267.464128
subtler
United States
Oregon
02/27/2021
560.9937108
560.7130558
makah
United States
Oregon
02/28/2021
471.4307243
471.7324041
georgics
United States
Oregon
03/01/2021
145.877296
146.1373564
popple
United States
Oregon
03/02/2021
0
0
tromping
United States
Oregon
03/03/2021
104.2269976
104.6518481
traits
United States
Oregon
03/04/2021
0
0
structure
United States
Oregon
03/05/2021
1191.494421
1199.096391
rnai
United States
Oregon
03/06/2021
489.7674974
493.4584661
plait
United States
Oregon
03/07/2021
402.5095135
406.0092495
well-cared-for
United States
Oregon
03/08/2021
81.16975022
81.96976613
hangnail
United States
Oregon
03/09/2021
0
0
platypus
United States
Oregon
03/10/2021
41.71900553
42.18408783
otherness
United States
Oregon
03/11/2021
0
0
idris
United States
Oregon
03/12/2021
1124.31657
1138.306631
munck
United States
Oregon
03/13/2021
428.133385
433.7385125
loory
United States
Oregon
03/14/2021
343.0040113
347.7174655
falls
United States
Oregon
03/15/2021
24.76518202
25.12160742
confessionals
United States
Oregon
03/16/2021
0
0
dispensed
United States
Oregon
03/17/2021
0
0
partnered
United States
Oregon
03/18/2021
0
0
d-minn
United States
Oregon
03/19/2021
1066.067231
1084.193152
l'engle
United States
Oregon
03/20/2021
374.0328111
380.6372239
idiotic
United States
Oregon
03/21/2021
290.6165128
295.9385308
drank
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Country

Region

Date

Predicted Daily

New Cases

Daily New Cases

Pre - H.A.L.O

Words

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